From cb4c2833d783ac72fe42ee186adf24f44b31f7b4 Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Fri, 12 Dec 2025 13:44:53 +0100 Subject: [PATCH 01/25] wip --- index.ts | 4 ++-- lib/test-discovery.ts | 17 ++++++++++++++--- 2 files changed, 16 insertions(+), 5 deletions(-) diff --git a/index.ts b/index.ts index db4ea06..b06b872 100644 --- a/index.ts +++ b/index.ts @@ -261,7 +261,7 @@ async function runSingleTest( console.log(`\n[${testIndex + 1}/${totalTests}] Running test: ${test.name}`); console.log("─".repeat(50)); - const prompt = buildAgentPrompt(test); + const messages = buildAgentPrompt(test); try { const tools = { @@ -314,7 +314,7 @@ async function runSingleTest( if (testComponentEnabled) { console.log(" šŸ“‹ TestComponent tool is available"); } - const result = await agent.generate({ prompt }); + const result = await agent.generate({ messages }); const resultWriteContent = extractResultWriteContent(result.steps); diff --git a/lib/test-discovery.ts b/lib/test-discovery.ts index 7896309..af7b704 100644 --- a/lib/test-discovery.ts +++ b/lib/test-discovery.ts @@ -1,5 +1,6 @@ import { readdirSync, statSync, existsSync, readFileSync } from "node:fs"; import { join } from "node:path"; +import type { ModelMessage } from "@ai-sdk/provider-utils"; export interface TestDefinition { name: string; @@ -62,8 +63,18 @@ export function discoverTests(): TestDefinition[] { return definitions; } -export function buildAgentPrompt(test: TestDefinition): string { - return `${test.prompt} +export function buildAgentPrompt(test: TestDefinition): ModelMessage[] { + return [ + { + role: "user", + content: `${test.prompt} -IMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting.`; +IMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting.`, + providerOptions: { + anthropic: { + cacheControl: { type: "ephemeral" }, + }, + }, + }, + ]; } From 17a875864e2a8b48d820b63e5cd384f86a68e08c Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Fri, 12 Dec 2025 13:47:12 +0100 Subject: [PATCH 02/25] wip --- index.ts | 7 ++----- lib/test-discovery.ts | 17 ----------------- lib/utils.ts | 18 ++++++++++++++++++ 3 files changed, 20 insertions(+), 22 deletions(-) diff --git a/index.ts b/index.ts index b06b872..a7d2df3 100644 --- a/index.ts +++ b/index.ts @@ -14,12 +14,9 @@ import { isHttpUrl, extractResultWriteContent, calculateTotalCost, -} from "./lib/utils.ts"; -import { - discoverTests, buildAgentPrompt, - type TestDefinition, -} from "./lib/test-discovery.ts"; +} from "./lib/utils.ts"; +import { discoverTests, type TestDefinition } from "./lib/test-discovery.ts"; import { setupOutputsDirectory, cleanupOutputsDirectory, diff --git a/lib/test-discovery.ts b/lib/test-discovery.ts index af7b704..8314c06 100644 --- a/lib/test-discovery.ts +++ b/lib/test-discovery.ts @@ -1,6 +1,5 @@ import { readdirSync, statSync, existsSync, readFileSync } from "node:fs"; import { join } from "node:path"; -import type { ModelMessage } from "@ai-sdk/provider-utils"; export interface TestDefinition { name: string; @@ -62,19 +61,3 @@ export function discoverTests(): TestDefinition[] { return definitions; } - -export function buildAgentPrompt(test: TestDefinition): ModelMessage[] { - return [ - { - role: "user", - content: `${test.prompt} - -IMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting.`, - providerOptions: { - anthropic: { - cacheControl: { type: "ephemeral" }, - }, - }, - }, - ]; -} diff --git a/lib/utils.ts b/lib/utils.ts index 00f5973..66a8ffa 100644 --- a/lib/utils.ts +++ b/lib/utils.ts @@ -1,5 +1,7 @@ import { calculateCost, type ModelPricing } from "./pricing.ts"; import type { SingleTestResult, TotalCostInfo } from "./report.ts"; +import type { ModelMessage } from "@ai-sdk/provider-utils"; +import type { TestDefinition } from "./test-discovery.ts"; export function sanitizeModelName(modelName: string): string { return modelName.replace(/[^a-zA-Z0-9.]/g, "-"); @@ -84,3 +86,19 @@ export function calculateTotalCost( cachedInputTokens: totalCachedInputTokens, }; } + +export function buildAgentPrompt(test: TestDefinition): ModelMessage[] { + return [ + { + role: "user", + content: `${test.prompt} + +IMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting.`, + providerOptions: { + anthropic: { + cacheControl: { type: "ephemeral" }, + }, + }, + }, + ]; +} From e9f2524d97b5105903d7eb7de401c8e7b3503e92 Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Fri, 12 Dec 2025 19:18:14 +0100 Subject: [PATCH 03/25] run prettier --- index.ts | 5 +---- lib/pricing.ts | 12 +++--------- lib/report-template.ts | 4 +--- 3 files changed, 5 insertions(+), 16 deletions(-) diff --git a/index.ts b/index.ts index 2c2fe38..dac1307 100644 --- a/index.ts +++ b/index.ts @@ -2,10 +2,7 @@ import { Experimental_Agent as Agent, hasToolCall, stepCountIs } from "ai"; import { experimental_createMCPClient as createMCPClient } from "./node_modules/@ai-sdk/mcp/dist/index.mjs"; import { Experimental_StdioMCPTransport as StdioMCPTransport } from "./node_modules/@ai-sdk/mcp/dist/mcp-stdio/index.mjs"; import { writeFileSync, mkdirSync, existsSync } from "node:fs"; -import { - generateReport, - type SingleTestResult, -} from "./lib/report.ts"; +import { generateReport, type SingleTestResult } from "./lib/report.ts"; import { getTimestampedFilename, isHttpUrl, diff --git a/lib/pricing.ts b/lib/pricing.ts index 46429fa..3ffc5f3 100644 --- a/lib/pricing.ts +++ b/lib/pricing.ts @@ -46,9 +46,7 @@ export interface GatewayModel { modelType: string; } -export function extractPricingFromGatewayModel( - model: GatewayModel, -) { +export function extractPricingFromGatewayModel(model: GatewayModel) { if (!model.pricing) { return null; } @@ -86,9 +84,7 @@ export function extractPricingFromGatewayModel( return result; } -export function buildPricingMap( - models: GatewayModel[], -) { +export function buildPricingMap(models: GatewayModel[]) { const map = new Map(); for (const model of models) { @@ -113,9 +109,7 @@ export function lookupPricingFromMap( return pricingMap.get(modelId) ?? null; } -export function getModelPricingDisplay( - pricing: ModelPricing, -) { +export function getModelPricingDisplay(pricing: ModelPricing) { return { inputCostPerMTok: pricing.inputCostPerToken * 1_000_000, outputCostPerMTok: pricing.outputCostPerToken * 1_000_000, diff --git a/lib/report-template.ts b/lib/report-template.ts index 2ecb63a..43bfc48 100644 --- a/lib/report-template.ts +++ b/lib/report-template.ts @@ -98,9 +98,7 @@ function renderContentBlock(block: ContentBlock) { return ""; } -function renderVerificationResult( - verification: TestVerificationResult | null, -) { +function renderVerificationResult(verification: TestVerificationResult | null) { if (!verification) { return `
⊘ From 92c6fb0b99da66c4035bfcbc39b3e133c4002a13 Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Fri, 12 Dec 2025 19:40:50 +0100 Subject: [PATCH 04/25] simulate cached token pricing --- index.ts | 47 +++++++- lib/pricing.ts | 21 +++- lib/utils.test.ts | 294 ++++++++++++++++++++++++++++++++++++++++++++++ lib/utils.ts | 78 ++++++++++-- 4 files changed, 423 insertions(+), 17 deletions(-) diff --git a/index.ts b/index.ts index dac1307..60f31ef 100644 --- a/index.ts +++ b/index.ts @@ -9,6 +9,7 @@ import { extractResultWriteContent, calculateTotalCost, buildAgentPrompt, + simulateCacheSavings, } from "./lib/utils.ts"; import { discoverTests, type TestDefinition } from "./lib/test-discovery.ts"; import { @@ -58,7 +59,11 @@ async function validateAndConfirmPricing( const pricingLines = models.map((modelId) => { const lookup = lookups.get(modelId)!; const display = getModelPricingDisplay(lookup.pricing); - return `${modelId}\n → ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out`; + const cacheText = + display.cacheReadCostPerMTok !== undefined + ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cached` + : ""; + return `${modelId}\n → ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheText}`; }); note(pricingLines.join("\n\n"), "šŸ’° Pricing Found"); @@ -90,8 +95,12 @@ async function validateAndConfirmPricing( for (const modelId of modelsWithPricing) { const lookup = lookups.get(modelId)!; const display = getModelPricingDisplay(lookup.pricing); + const cacheText = + display.cacheReadCostPerMTok !== undefined + ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cached` + : ""; lines.push( - ` āœ“ ${modelId} (${formatMTokCost(display.inputCostPerMTok)}/MTok in)`, + ` āœ“ ${modelId} (${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheText})`, ); } } @@ -379,9 +388,13 @@ async function main() { const lookup = pricing.lookups.get(modelId); if (pricing.enabled && lookup) { const display = getModelPricingDisplay(lookup.pricing); + const cacheText = + display.cacheReadCostPerMTok !== undefined + ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cached` + : ""; console.log(` ${modelId}`); console.log( - ` šŸ’° ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out`, + ` šŸ’° ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheText}`, ); } else { console.log(` ${modelId}`); @@ -450,8 +463,12 @@ async function main() { if (pricingLookup) { const display = getModelPricingDisplay(pricingLookup.pricing); + const cacheText = + display.cacheReadCostPerMTok !== undefined + ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cached` + : ""; console.log( - `šŸ’° Pricing: ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out`, + `šŸ’° Pricing: ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheText}`, ); } @@ -532,6 +549,28 @@ async function main() { ); } console.log(`Total cost: ${formatCost(totalCost.totalCost)}`); + + // Simulate cache savings + const cacheSimulation = simulateCacheSavings( + testResults, + pricingLookup.pricing, + ); + if (cacheSimulation.cacheHits > 0) { + console.log("\nšŸ“Š Cache Simulation (if enabled):"); + console.log("─".repeat(50)); + console.log( + `Cacheable tokens: ${cacheSimulation.cacheableTokens.toLocaleString()} (from initial prompts)`, + ); + console.log( + `Cache hits: ${cacheSimulation.cacheHits.toLocaleString()} (subsequent steps)`, + ); + console.log( + `Simulated cost with cache: ${formatCost(cacheSimulation.simulatedCostWithCache)}`, + ); + console.log( + `Potential savings: ${formatCost(cacheSimulation.potentialSavings)} (${cacheSimulation.savingsPercentage.toFixed(1)}%)`, + ); + } } const resultsDir = "results"; diff --git a/lib/pricing.ts b/lib/pricing.ts index 3ffc5f3..2c95c60 100644 --- a/lib/pricing.ts +++ b/lib/pricing.ts @@ -15,6 +15,15 @@ export interface CostCalculation { cachedInputTokens: number; } +export interface CacheSimulation { + actualCost: number; + simulatedCostWithCache: number; + potentialSavings: number; + savingsPercentage: number; + cacheableTokens: number; + cacheHits: number; +} + export interface ModelPricingDisplay { inputCostPerMTok: number; outputCostPerMTok: number; @@ -126,22 +135,22 @@ export function calculateCost( outputTokens: number, cachedInputTokens: number = 0, ) { - const uncachedInputTokens = inputTokens - cachedInputTokens; - const inputCost = uncachedInputTokens * pricing.inputCostPerToken; + // inputTokens is already the total input (no caching enabled) + const inputCost = inputTokens * pricing.inputCostPerToken; const outputCost = outputTokens * pricing.outputCostPerToken; - const cacheReadCost = - cachedInputTokens * (pricing.cacheReadInputTokenCost ?? 0); + // No caching enabled, so no cache read cost + const cacheReadCost = 0; return { inputCost, outputCost, cacheReadCost, - totalCost: inputCost + outputCost + cacheReadCost, + totalCost: inputCost + outputCost, inputTokens, outputTokens, - cachedInputTokens, + cachedInputTokens: 0, }; } diff --git a/lib/utils.test.ts b/lib/utils.test.ts index c3ad8df..b7ae784 100644 --- a/lib/utils.test.ts +++ b/lib/utils.test.ts @@ -3,6 +3,7 @@ import { sanitizeModelName, getTimestampedFilename, calculateTotalCost, + simulateCacheSavings, } from "./utils.ts"; import type { ModelPricing } from "./pricing.ts"; import type { SingleTestResult } from "./report.ts"; @@ -190,3 +191,296 @@ describe("calculateTotalCost", () => { }); }); }); + +describe("simulateCacheSavings", () => { + const basicPricing: ModelPricing = { + inputCostPerToken: 1.0 / 1_000_000, + outputCostPerToken: 2.0 / 1_000_000, + }; + + it("returns zeros for empty tests array", () => { + const tests: SingleTestResult[] = []; + const result = simulateCacheSavings(tests, basicPricing); + + expect(result).toEqual({ + actualCost: 0, + simulatedCostWithCache: 0, + potentialSavings: 0, + savingsPercentage: 0, + cacheableTokens: 0, + cacheHits: 0, + }); + }); + + it("handles single test with single step (no cache hits)", () => { + const tests: SingleTestResult[] = [ + { + testName: "test1", + prompt: "p1", + resultWriteContent: null, + verification: {} as any, + steps: [ + { + usage: { + inputTokens: 1000, + outputTokens: 500, + cachedInputTokens: 0, + }, + } as any, + ], + }, + ]; + + const result = simulateCacheSavings(tests, basicPricing); + + // With only 1 step, there are 0 cache hits + // Cacheable tokens = 1000 + // Cache hits = 0 + // Actual cost = (1000 * 1e-6) + (500 * 2e-6) = 0.001 + 0.001 = 0.002 + // Cache write cost = 1000 * (1.25e-6 - 1e-6) = 1000 * 0.25e-6 = 0.00025 + // Cache savings = 1000 * 0 * (1e-6 - 0.1e-6) = 0 + // Simulated cost = 0.002 - 0 + 0.00025 = 0.00225 + // Potential savings = 0.002 - 0.00225 = -0.00025 (negative savings) + // Savings percentage = -0.00025 / 0.002 * 100 = -12.5 + + expect(result.cacheableTokens).toBe(1000); + expect(result.cacheHits).toBe(0); + expect(result.actualCost).toBe(0.002); + expect(result.simulatedCostWithCache).toBeCloseTo(0.00225, 6); + expect(result.potentialSavings).toBeCloseTo(-0.00025, 6); + expect(result.savingsPercentage).toBeCloseTo(-12.5, 2); + }); + + it("calculates savings for single test with multiple steps", () => { + const tests: SingleTestResult[] = [ + { + testName: "test1", + prompt: "p1", + resultWriteContent: null, + verification: {} as any, + steps: [ + { + usage: { + inputTokens: 1000, + outputTokens: 200, + cachedInputTokens: 0, + }, + } as any, + { + usage: { + inputTokens: 1000, + outputTokens: 300, + cachedInputTokens: 0, + }, + } as any, + { + usage: { + inputTokens: 1000, + outputTokens: 400, + cachedInputTokens: 0, + }, + } as any, + ], + }, + ]; + + const result = simulateCacheSavings(tests, basicPricing); + + // Cacheable tokens = 1000 (from step 1) + // Cache hits = 2 (steps 2 and 3) + // Actual cost = (3000 * 1e-6) + (900 * 2e-6) = 0.003 + 0.0018 = 0.0048 + // Cache read rate = 0.1 * 1e-6 + // Cache write rate = 1.25 * 1e-6 + // Cache savings = 1000 * 2 * (1e-6 - 0.1e-6) = 2000 * 0.9e-6 = 0.0018 + // Cache write cost = 1000 * (1.25e-6 - 1e-6) = 1000 * 0.25e-6 = 0.00025 + // Simulated cost = 0.0048 - 0.0018 + 0.00025 = 0.00325 + // Potential savings = 0.0048 - 0.00325 = 0.00155 + // Savings percentage = 0.00155 / 0.0048 * 100 = 32.291... + + expect(result.cacheableTokens).toBe(1000); + expect(result.cacheHits).toBe(2); + expect(result.actualCost).toBeCloseTo(0.0048, 6); + expect(result.simulatedCostWithCache).toBeCloseTo(0.00325, 6); + expect(result.potentialSavings).toBeCloseTo(0.00155, 6); + expect(result.savingsPercentage).toBeCloseTo(32.291667, 2); + }); + + it("aggregates across multiple tests", () => { + const tests: SingleTestResult[] = [ + { + testName: "test1", + prompt: "p1", + resultWriteContent: null, + verification: {} as any, + steps: [ + { + usage: { + inputTokens: 500, + outputTokens: 100, + cachedInputTokens: 0, + }, + } as any, + { + usage: { + inputTokens: 500, + outputTokens: 100, + cachedInputTokens: 0, + }, + } as any, + ], + }, + { + testName: "test2", + prompt: "p2", + resultWriteContent: null, + verification: {} as any, + steps: [ + { + usage: { + inputTokens: 800, + outputTokens: 200, + cachedInputTokens: 0, + }, + } as any, + { + usage: { + inputTokens: 800, + outputTokens: 200, + cachedInputTokens: 0, + }, + } as any, + { + usage: { + inputTokens: 800, + outputTokens: 200, + cachedInputTokens: 0, + }, + } as any, + ], + }, + ]; + + const result = simulateCacheSavings(tests, basicPricing); + + // Test 1: cacheable = 500, hits = 1 + // Test 2: cacheable = 800, hits = 2 + // Total cacheable = 1300, total hits = 3 + expect(result.cacheableTokens).toBe(1300); + expect(result.cacheHits).toBe(3); + + // Actual cost = (3400 * 1e-6) + (800 * 2e-6) = 0.0034 + 0.0016 = 0.0050 + expect(result.actualCost).toBeCloseTo(0.0050, 6); + + // Cache savings = 1300 * 3 * (1e-6 - 0.1e-6) = 3900 * 0.9e-6 = 0.00351 + // Cache write cost = 1300 * 0.25e-6 = 0.000325 + // Simulated cost = 0.0050 - 0.00351 + 0.000325 = 0.001815 + expect(result.simulatedCostWithCache).toBeCloseTo(0.001815, 6); + expect(result.potentialSavings).toBeCloseTo(0.003185, 6); + }); + + it("skips tests with empty steps array", () => { + const tests: SingleTestResult[] = [ + { + testName: "test1", + prompt: "p1", + resultWriteContent: null, + verification: {} as any, + steps: [], + }, + { + testName: "test2", + prompt: "p2", + resultWriteContent: null, + verification: {} as any, + steps: [ + { + usage: { + inputTokens: 1000, + outputTokens: 500, + cachedInputTokens: 0, + }, + } as any, + ], + }, + ]; + + const result = simulateCacheSavings(tests, basicPricing); + + // Only test2 should be counted + expect(result.cacheableTokens).toBe(1000); + expect(result.cacheHits).toBe(0); + }); + + it("uses custom cache pricing when provided", () => { + const customPricing: ModelPricing = { + inputCostPerToken: 1.0 / 1_000_000, + outputCostPerToken: 2.0 / 1_000_000, + cacheReadInputTokenCost: 0.05 / 1_000_000, // 5% instead of default 10% + cacheCreationInputTokenCost: 1.5 / 1_000_000, // 150% instead of default 125% + }; + + const tests: SingleTestResult[] = [ + { + testName: "test1", + prompt: "p1", + resultWriteContent: null, + verification: {} as any, + steps: [ + { + usage: { + inputTokens: 1000, + outputTokens: 500, + cachedInputTokens: 0, + }, + } as any, + { + usage: { + inputTokens: 1000, + outputTokens: 500, + cachedInputTokens: 0, + }, + } as any, + ], + }, + ]; + + const result = simulateCacheSavings(tests, customPricing); + + // Cacheable = 1000, hits = 1 + // Actual cost = (2000 * 1e-6) + (1000 * 2e-6) = 0.002 + 0.002 = 0.004 + // Cache read rate = 0.05e-6 (custom) + // Cache write rate = 1.5e-6 (custom) + // Cache savings = 1000 * 1 * (1e-6 - 0.05e-6) = 1000 * 0.95e-6 = 0.00095 + // Cache write cost = 1000 * (1.5e-6 - 1e-6) = 1000 * 0.5e-6 = 0.0005 + // Simulated cost = 0.004 - 0.00095 + 0.0005 = 0.00355 + + expect(result.actualCost).toBe(0.004); + expect(result.simulatedCostWithCache).toBeCloseTo(0.00355, 6); + expect(result.potentialSavings).toBeCloseTo(0.00045, 6); + }); + + it("handles zero actual cost edge case", () => { + const tests: SingleTestResult[] = [ + { + testName: "test1", + prompt: "p1", + resultWriteContent: null, + verification: {} as any, + steps: [ + { + usage: { + inputTokens: 0, + outputTokens: 0, + cachedInputTokens: 0, + }, + } as any, + ], + }, + ]; + + const result = simulateCacheSavings(tests, basicPricing); + + expect(result.actualCost).toBe(0); + expect(result.savingsPercentage).toBe(0); + }); +}); diff --git a/lib/utils.ts b/lib/utils.ts index 93bff4a..9644a53 100644 --- a/lib/utils.ts +++ b/lib/utils.ts @@ -1,5 +1,9 @@ -import { calculateCost, type ModelPricing } from "./pricing.ts"; -import type { SingleTestResult, TotalCostInfo } from "./report.ts"; +import { + calculateCost, + type ModelPricing, + type CacheSimulation, +} from "./pricing.ts"; +import type { SingleTestResult } from "./report.ts"; import type { ModelMessage } from "@ai-sdk/provider-utils"; import type { TestDefinition } from "./test-discovery.ts"; @@ -94,11 +98,71 @@ export function buildAgentPrompt(test: TestDefinition): ModelMessage[] { content: `${test.prompt} IMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting.`, - providerOptions: { - anthropic: { - cacheControl: { type: "ephemeral" }, - }, - }, }, ]; } + +export function simulateCacheSavings( + tests: SingleTestResult[], + pricing: ModelPricing, +): CacheSimulation { + let totalCacheableTokens = 0; + let totalCacheHits = 0; + + // Calculate savings for each test + for (const test of tests) { + if (test.steps.length === 0) continue; + + // Cacheable tokens = input tokens from step 1 + const cacheableTokens = test.steps[0]?.usage.inputTokens ?? 0; + // Cache hits = number of subsequent steps (2-N) + const cacheHits = test.steps.length - 1; + + totalCacheableTokens += cacheableTokens; + totalCacheHits += cacheHits; + } + + // Calculate actual cost (no caching) + let actualInputTokens = 0; + let actualOutputTokens = 0; + for (const test of tests) { + for (const step of test.steps) { + actualInputTokens += step.usage.inputTokens; + actualOutputTokens += step.usage.outputTokens; + } + } + const actualCost = + actualInputTokens * pricing.inputCostPerToken + + actualOutputTokens * pricing.outputCostPerToken; + + // Calculate simulated cost with caching + // Cache read cost: 10% of input rate + const cacheReadRate = + pricing.cacheReadInputTokenCost ?? pricing.inputCostPerToken * 0.1; + // Cache write cost: 125% of input rate (25% extra) + const cacheWriteRate = + pricing.cacheCreationInputTokenCost ?? pricing.inputCostPerToken * 1.25; + + // Savings from cache reads + const cacheSavings = + totalCacheableTokens * + totalCacheHits * + (pricing.inputCostPerToken - cacheReadRate); + // Extra cost for cache writes + const cacheWriteCost = + totalCacheableTokens * (cacheWriteRate - pricing.inputCostPerToken); + + const simulatedCostWithCache = actualCost - cacheSavings + cacheWriteCost; + const potentialSavings = actualCost - simulatedCostWithCache; + const savingsPercentage = + actualCost > 0 ? (potentialSavings / actualCost) * 100 : 0; + + return { + actualCost, + simulatedCostWithCache, + potentialSavings, + savingsPercentage, + cacheableTokens: totalCacheableTokens, + cacheHits: totalCacheHits, + }; +} From 5f4beec15622b1a097383bfb7cc5a5bdca2902e4 Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Fri, 12 Dec 2025 23:53:03 +0100 Subject: [PATCH 05/25] cache reporting --- index.ts | 4 ++- lib/report-template.ts | 64 ++++++++++++++++++++++++++++++++++++++++++ lib/report.ts | 2 ++ 3 files changed, 69 insertions(+), 1 deletion(-) diff --git a/index.ts b/index.ts index 60f31ef..a65d12e 100644 --- a/index.ts +++ b/index.ts @@ -525,6 +525,7 @@ async function main() { let totalCost = null; let pricingInfo = null; + let cacheSimulation = null; if (pricingLookup) { totalCost = calculateTotalCost(testResults, pricingLookup.pricing); @@ -551,7 +552,7 @@ async function main() { console.log(`Total cost: ${formatCost(totalCost.totalCost)}`); // Simulate cache savings - const cacheSimulation = simulateCacheSavings( + cacheSimulation = simulateCacheSavings( testResults, pricingLookup.pricing, ); @@ -594,6 +595,7 @@ async function main() { pricingKey: pricingLookup?.matchedKey ?? null, pricing: pricingInfo, totalCost, + cacheSimulation, }, }; diff --git a/lib/report-template.ts b/lib/report-template.ts index 43bfc48..d427eec 100644 --- a/lib/report-template.ts +++ b/lib/report-template.ts @@ -306,6 +306,35 @@ function renderPricingSection(data: MultiTestResultData) { `; } + let cacheSimulationHtml = ""; + if ( + totalCost && + data.metadata.cacheSimulation && + pricing?.cacheReadCostPerMTok !== undefined + ) { + const sim = data.metadata.cacheSimulation; + cacheSimulationHtml = ` +
+
+ ⚔ + Pricing with token cache enabled (estimation) +
+
+
+ Total cost with cache: + + ${formatCost(sim.simulatedCostWithCache)} +
+
+ Potential savings: + + ${formatCost(sim.potentialSavings)} (${sim.savingsPercentage.toFixed(1)}%) +
+
+
+ `; + } + return `
@@ -314,6 +343,7 @@ function renderPricingSection(data: MultiTestResultData) {
${pricingInfoHtml} ${costBreakdownHtml} + ${cacheSimulationHtml}
`; } @@ -427,6 +457,40 @@ function getPricingStyles() { color: var(--success); font-size: 15px; } + + .cache-simulation { + margin-top: 16px; + padding-top: 12px; + border-top: 1px dashed var(--border); + } + + .cache-simulation-header { + display: flex; + align-items: center; + gap: 8px; + margin-bottom: 8px; + font-size: 13px; + color: var(--text-muted); + } + + .cache-icon { + font-size: 14px; + } + + .cache-title { + font-weight: 500; + } + + .cache-simulation-content { + display: flex; + flex-direction: column; + gap: 6px; + } + + .cache-simulation .cost-row.savings .cost-value { + color: var(--success); + font-weight: 600; + } `; } diff --git a/lib/report.ts b/lib/report.ts index c7e50bf..d2cd60f 100644 --- a/lib/report.ts +++ b/lib/report.ts @@ -1,5 +1,6 @@ import { readFile, writeFile } from "node:fs/promises"; import type { TestVerificationResult } from "./output-test-runner.ts"; +import type { CacheSimulation } from "./pricing.ts"; import { generateMultiTestHtml } from "./report-template.ts"; interface TextBlock { @@ -90,6 +91,7 @@ interface Metadata { pricingKey?: string | null; pricing?: PricingInfo | null; totalCost?: TotalCostInfo | null; + cacheSimulation?: CacheSimulation | null; } export interface SingleTestResult { From 05ee6dc614d7658ee8dc2df303c501e89c1ba40b Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Fri, 12 Dec 2025 23:54:24 +0100 Subject: [PATCH 06/25] cache simulation example --- ...2-22-53-23-anthropic-claude-haiku-4.5.json | 10604 ++++++++++++++++ 1 file changed, 10604 insertions(+) create mode 100644 results/result-2025-12-12-22-53-23-anthropic-claude-haiku-4.5.json diff --git a/results/result-2025-12-12-22-53-23-anthropic-claude-haiku-4.5.json b/results/result-2025-12-12-22-53-23-anthropic-claude-haiku-4.5.json new file mode 100644 index 0000000..4a149bd --- /dev/null +++ b/results/result-2025-12-12-22-53-23-anthropic-claude-haiku-4.5.json @@ -0,0 +1,10604 @@ +{ + "tests": [ + { + "testName": "counter", + "prompt": "# Counter Component Task\n\nCreate a Svelte 5 component called Counter that implements a simple counter with increment and decrement functionality.\n\n## Requirements:\n\n1. Use Svelte 5's `$state` for reactivity\n2. The counter should start at 0\n3. Include a decrement button with the `data-testid=\"decrement-button\"` attribute\n4. Include an increment button with the `data-testid=\"increment-button\"` attribute\n5. Display the current count with the `data-testid=\"count-value\"` attribute\n6. Clicking increment should increase the count by 1\n7. Clicking decrement should decrease the count by 1\n8. Style the counter with a CSS class \"counter\"\n\nExample structure:\n\n```html\n
\n \n 0\n \n
\n```\n\nPlease implement this component using Svelte 5 syntax. Make sure you only return one component.\n", + "steps": [ + { + "content": [ + { + "type": "text", + "text": "I'll create a Svelte 5 Counter component with the specifications you've provided. Let me first fetch the necessary documentation to ensure I'm using the correct Svelte 5 syntax." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", + "toolName": "list-sections", + "input": {}, + "dynamic": true + }, + { + "type": "tool-result", + "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", + "toolName": "list-sections", + "input": {}, + "output": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", + "desired_svelte_version": 5, + "filename": "Counter.svelte" + }, + "dynamic": true + }, + { + "type": "tool-result", + "toolCallId": "toolu_01FkrpdJYuGvXPxyTEkt8sPS", + "toolName": "svelte-autofixer", + "input": { + "code": "\n\n
\n\t\n\t{count}\n\t\n
\n\n", + "desired_svelte_version": 5, + "filename": "Counter.svelte" + }, + "output": { + "content": [ + { + "type": "text", + "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" + } + ], + "isError": false, + "structuredContent": { + "issues": [], + "suggestions": [], + "require_another_tool_call_after_fixing": false + } + }, + "dynamic": true + } + ], + "finishReason": "tool-calls", + "usage": { + "inputTokens": 14602, + "outputTokens": 343, + "totalTokens": 14945, + "cachedInputTokens": 0 + }, + "warnings": [], + "request": { + "body": { + "tools": [ + { + "type": "function", + "name": "ResultWrite", + "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "TestComponent", + "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code to test", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "get-documentation", + "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", + "inputSchema": { + "type": "object", + "properties": { + "section": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + } + ], + "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "section" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "list-sections", + "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", + "inputSchema": { + "type": "object", + "properties": {}, + "additionalProperties": false + } + }, + { + "type": "function", + "name": "playground-link", + "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", + "inputSchema": { + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The name of the Playground, it should reflect the user task" + }, + "tailwind": { + "type": "boolean", + "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" + }, + "files": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "name", + "tailwind", + "files" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "svelte-autofixer", + "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", + "inputSchema": { + "type": "object", + "properties": { + "code": { + "type": "string" + }, + "desired_svelte_version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "number" + } + ], + "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." + }, + "async": { + "type": "boolean", + "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." + }, + "filename": { + "type": "string", + "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "code", + "desired_svelte_version" + ], + "additionalProperties": false + } + } + ], + "toolChoice": { + "type": "auto" + }, + "prompt": [ + { + "role": "user", + "content": [ + { + "type": "text", + "text": "# Counter Component Task\n\nCreate a Svelte 5 component called Counter that implements a simple counter with increment and decrement functionality.\n\n## Requirements:\n\n1. Use Svelte 5's `$state` for reactivity\n2. The counter should start at 0\n3. Include a decrement button with the `data-testid=\"decrement-button\"` attribute\n4. Include an increment button with the `data-testid=\"increment-button\"` attribute\n5. Display the current count with the `data-testid=\"count-value\"` attribute\n6. Clicking increment should increase the count by 1\n7. Clicking decrement should decrease the count by 1\n8. Style the counter with a CSS class \"counter\"\n\nExample structure:\n\n```html\n
\n \n 0\n \n
\n```\n\nPlease implement this component using Svelte 5 syntax. Make sure you only return one component.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "I'll create a Svelte 5 Counter component with the specifications you've provided. Let me first fetch the necessary documentation to ensure I'm using the correct Svelte 5 syntax." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", + "toolName": "list-sections", + "input": {} + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", + "toolName": "list-sections", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped 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Let me first fetch the necessary documentation to ensure I'm using the correct Svelte 5 syntax." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", + "toolName": "list-sections", + "input": {} + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", + "toolName": "list-sections", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", + "desired_svelte_version": 5, + "filename": "Counter.svelte" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01FkrpdJYuGvXPxyTEkt8sPS", + "toolName": "svelte-autofixer", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" + } + ], + "isError": false, + "structuredContent": { + "issues": [], + "suggestions": [], + "require_another_tool_call_after_fixing": false + } + } + } + } + ] + } + ] + }, + "providerMetadata": { + "anthropic": { + "usage": { + "input_tokens": 14602, + "output_tokens": 343, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "service_tier": "standard" + }, + "cacheCreationInputTokens": 0, + "stopSequence": null, + "container": null + }, + "gateway": { + "routing": { + "originalModelId": "anthropic/claude-haiku-4.5", + "resolvedProvider": "anthropic", + "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", + "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", + "fallbacksAvailable": [ + "vertexAnthropic", + "bedrock" + ], + "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", + "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "finalProvider": "anthropic", + "attempts": [ + { + "provider": "anthropic", + "internalModelId": "anthropic:claude-haiku-4-5-20251001", + "providerApiModelId": "claude-haiku-4-5-20251001", + "credentialType": "system", + "success": true, + "startTime": 5236040.567046, + "endTime": 5238842.373896, + "statusCode": 200 + } + ], + "modelAttemptCount": 1, + "modelAttempts": [ + { + "modelId": "anthropic/claude-haiku-4.5", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "success": false, + "providerAttemptCount": 0, + "providerAttempts": [] + } + ], + "totalProviderAttemptCount": 0 + }, + "cost": "0.016317", + "marketCost": "0.016317", + "generationId": "gen_01KCAC8BKHYH7258VM8BB368S0", + "billableWebSearchCalls": 0 + } + } + }, + { + "content": [ + { + "type": "text", + "text": "Great! The component is valid. Now let me test it against the test suite:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_016LYqXBMpT9TZqmjZSyGTCk", + "toolName": "TestComponent", + "input": { + "content": "\n\n
\n\t\n\t{count}\n\t\n
\n\n" + } + }, + { + "type": "tool-result", + "toolCallId": "toolu_016LYqXBMpT9TZqmjZSyGTCk", + "toolName": "TestComponent", + "input": { + "content": "\n\n
\n\t\n\t{count}\n\t\n
\n\n" + }, + "output": { + "success": true, + "message": "All 4 tests passed!", + "passed": 4, + "failed": 0, + "total": 4, + "duration": 942 + }, + "dynamic": false + } + ], + "finishReason": "tool-calls", + "usage": { + "inputTokens": 15029, + "outputTokens": 283, + "totalTokens": 15312, + "cachedInputTokens": 0 + }, + "warnings": [], + "request": { + "body": { + "tools": [ + { + "type": "function", + "name": "ResultWrite", + "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "TestComponent", + "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code to test", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "get-documentation", + "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", + "inputSchema": { + "type": "object", + "properties": { + "section": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + } + ], + "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "section" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "list-sections", + "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", + "inputSchema": { + "type": "object", + "properties": {}, + "additionalProperties": false + } + }, + { + "type": "function", + "name": "playground-link", + "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", + "inputSchema": { + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The name of the Playground, it should reflect the user task" + }, + "tailwind": { + "type": "boolean", + "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" + }, + "files": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "name", + "tailwind", + "files" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "svelte-autofixer", + "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", + "inputSchema": { + "type": "object", + "properties": { + "code": { + "type": "string" + }, + "desired_svelte_version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "number" + } + ], + "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." + }, + "async": { + "type": "boolean", + "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." + }, + "filename": { + "type": "string", + "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "code", + "desired_svelte_version" + ], + "additionalProperties": false + } + } + ], + "toolChoice": { + "type": "auto" + }, + "prompt": [ + { + "role": "user", + "content": [ + { + "type": "text", + "text": "# Counter Component Task\n\nCreate a Svelte 5 component called Counter that implements a simple counter with increment and decrement functionality.\n\n## Requirements:\n\n1. Use Svelte 5's `$state` for reactivity\n2. The counter should start at 0\n3. Include a decrement button with the `data-testid=\"decrement-button\"` attribute\n4. Include an increment button with the `data-testid=\"increment-button\"` attribute\n5. Display the current count with the `data-testid=\"count-value\"` attribute\n6. Clicking increment should increase the count by 1\n7. Clicking decrement should decrease the count by 1\n8. Style the counter with a CSS class \"counter\"\n\nExample structure:\n\n```html\n
\n \n 0\n \n
\n```\n\nPlease implement this component using Svelte 5 syntax. Make sure you only return one component.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "I'll create a Svelte 5 Counter component with the specifications you've provided. Let me first fetch the necessary documentation to ensure I'm using the correct Svelte 5 syntax." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", + "toolName": "list-sections", + "input": {} + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", + "toolName": "list-sections", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child 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The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", + "desired_svelte_version": 5, + "filename": "Counter.svelte" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01FkrpdJYuGvXPxyTEkt8sPS", + "toolName": "svelte-autofixer", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" + } + ], + "isError": false, + "structuredContent": { + "issues": [], + "suggestions": [], + "require_another_tool_call_after_fixing": false + } + } + } + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Great! The component is valid. Now let me test it against the test suite:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_016LYqXBMpT9TZqmjZSyGTCk", + "toolName": "TestComponent", + "input": { + "content": "\n\n
\n\t\n\t{count}\n\t\n
\n\n" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_016LYqXBMpT9TZqmjZSyGTCk", + "toolName": "TestComponent", + "output": { + "type": "json", + "value": { + "success": true, + "message": "All 4 tests passed!", + "passed": 4, + "failed": 0, + "total": 4, + "duration": 942 + } + } + } + ] + } + ] + }, + "providerMetadata": { + "anthropic": { + "usage": { + "input_tokens": 15029, + "output_tokens": 283, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "service_tier": "standard" + }, + "cacheCreationInputTokens": 0, + "stopSequence": null, + "container": null + }, + "gateway": { + "routing": { + "originalModelId": "anthropic/claude-haiku-4.5", + "resolvedProvider": "anthropic", + "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", + "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", + "fallbacksAvailable": [ + "vertexAnthropic", + "bedrock" + ], + "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", + "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "finalProvider": "anthropic", + "attempts": [ + { + "provider": "anthropic", + "internalModelId": "anthropic:claude-haiku-4-5-20251001", + "providerApiModelId": "claude-haiku-4-5-20251001", + "credentialType": "system", + "success": true, + "startTime": 4801189.068007, + "endTime": 4803148.718526, + "statusCode": 200 + } + ], + "modelAttemptCount": 1, + "modelAttempts": [ + { + "modelId": "anthropic/claude-haiku-4.5", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "success": false, + "providerAttemptCount": 0, + "providerAttempts": [] + } + ], + "totalProviderAttemptCount": 0 + }, + "cost": "0.016444", + "marketCost": "0.016444", + "generationId": "gen_01KCAC8ESC7GWZHEPB10ASB2ES", + "billableWebSearchCalls": 0 + } + } + }, + { + "content": [ + { + "type": "text", + "text": "Perfect! All tests passed. Now let me submit the final component:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_01K6quP6ZbpVfJVk7SPX6P3N", + "toolName": "ResultWrite", + "input": { + "content": "\n\n
\n\t\n\t{count}\n\t\n
\n\n" + } + }, + { + "type": "tool-result", + "toolCallId": "toolu_01K6quP6ZbpVfJVk7SPX6P3N", + "toolName": "ResultWrite", + "input": { + "content": "\n\n
\n\t\n\t{count}\n\t\n
\n\n" + }, + "output": { + "success": true + }, + "dynamic": false + } + ], + "finishReason": "tool-calls", + "usage": { + "inputTokens": 15354, + "outputTokens": 280, + "totalTokens": 15634, + "cachedInputTokens": 0 + }, + "warnings": [], + "request": { + "body": { + "tools": [ + { + "type": "function", + "name": "ResultWrite", + "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "TestComponent", + "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code to test", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "get-documentation", + "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", + "inputSchema": { + "type": "object", + "properties": { + "section": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + } + ], + "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "section" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "list-sections", + "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", + "inputSchema": { + "type": "object", + "properties": {}, + "additionalProperties": false + } + }, + { + "type": "function", + "name": "playground-link", + "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", + "inputSchema": { + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The name of the Playground, it should reflect the user task" + }, + "tailwind": { + "type": "boolean", + "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" + }, + "files": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "name", + "tailwind", + "files" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "svelte-autofixer", + "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", + "inputSchema": { + "type": "object", + "properties": { + "code": { + "type": "string" + }, + "desired_svelte_version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "number" + } + ], + "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." + }, + "async": { + "type": "boolean", + "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." + }, + "filename": { + "type": "string", + "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "code", + "desired_svelte_version" + ], + "additionalProperties": false + } + } + ], + "toolChoice": { + "type": "auto" + }, + "prompt": [ + { + "role": "user", + "content": [ + { + "type": "text", + "text": "# Counter Component Task\n\nCreate a Svelte 5 component called Counter that implements a simple counter with increment and decrement functionality.\n\n## Requirements:\n\n1. Use Svelte 5's `$state` for reactivity\n2. The counter should start at 0\n3. Include a decrement button with the `data-testid=\"decrement-button\"` attribute\n4. Include an increment button with the `data-testid=\"increment-button\"` attribute\n5. Display the current count with the `data-testid=\"count-value\"` attribute\n6. Clicking increment should increase the count by 1\n7. Clicking decrement should decrease the count by 1\n8. Style the counter with a CSS class \"counter\"\n\nExample structure:\n\n```html\n
\n \n 0\n \n
\n```\n\nPlease implement this component using Svelte 5 syntax. Make sure you only return one component.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "I'll create a Svelte 5 Counter component with the specifications you've provided. Let me first fetch the necessary documentation to ensure I'm using the correct Svelte 5 syntax." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", + "toolName": "list-sections", + "input": {} + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", + "toolName": "list-sections", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline 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The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", + "desired_svelte_version": 5, + "filename": "Counter.svelte" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01FkrpdJYuGvXPxyTEkt8sPS", + "toolName": "svelte-autofixer", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" + } + ], + "isError": false, + "structuredContent": { + "issues": [], + "suggestions": [], + "require_another_tool_call_after_fixing": false + } + } + } + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Great! The component is valid. Now let me test it against the test suite:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_016LYqXBMpT9TZqmjZSyGTCk", + "toolName": "TestComponent", + "input": { + "content": "\n\n
\n\t\n\t{count}\n\t\n
\n\n" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_016LYqXBMpT9TZqmjZSyGTCk", + "toolName": "TestComponent", + "output": { + "type": "json", + "value": { + "success": true, + "message": "All 4 tests passed!", + "passed": 4, + "failed": 0, + "total": 4, + "duration": 942 + } + } + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Perfect! All tests passed. Now let me submit the final component:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_01K6quP6ZbpVfJVk7SPX6P3N", + "toolName": "ResultWrite", + "input": { + "content": "\n\n
\n\t\n\t{count}\n\t\n
\n\n" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01K6quP6ZbpVfJVk7SPX6P3N", + "toolName": "ResultWrite", + "output": { + "type": "json", + "value": { + "success": true + } + } + } + ] + } + ] + }, + "providerMetadata": { + "anthropic": { + "usage": { + "input_tokens": 15354, + "output_tokens": 280, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "service_tier": "standard" + }, + "cacheCreationInputTokens": 0, + "stopSequence": null, + "container": null + }, + "gateway": { + "routing": { + "originalModelId": "anthropic/claude-haiku-4.5", + "resolvedProvider": "anthropic", + "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", + "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", + "fallbacksAvailable": [ + "vertexAnthropic", + "bedrock" + ], + "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", + "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "finalProvider": "anthropic", + "attempts": [ + { + "provider": "anthropic", + "internalModelId": "anthropic:claude-haiku-4-5-20251001", + "providerApiModelId": "claude-haiku-4-5-20251001", + "credentialType": "system", + "success": true, + "startTime": 4111707.099458, + "endTime": 4113977.290181, + "statusCode": 200 + } + ], + "modelAttemptCount": 1, + "modelAttempts": [ + { + "modelId": "anthropic/claude-haiku-4.5", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "success": false, + "providerAttemptCount": 0, + "providerAttempts": [] + } + ], + "totalProviderAttemptCount": 0 + }, + "cost": "0.016754", + "marketCost": "0.016754", + "generationId": "gen_01KCAC8HSZG5VS9407GA2YWPBG", + "billableWebSearchCalls": 0 + } + } + } + ], + "resultWriteContent": "\n\n
\n\t\n\t{count}\n\t\n
\n\n", + "verification": { + "testName": "counter", + "passed": true, + "numTests": 4, + "numPassed": 4, + "numFailed": 0, + "duration": 577 + } + }, + { + "testName": "derived-by", + "prompt": "# $derived.by Component Task\n\nCreate a Svelte 5 component that demonstrates the `$derived.by` rune for complex derivations.\n\n## Requirements:\n\n1. Create a text input field that allows the user to enter text\n2. Use `$state` to store the current text value, starting with an empty string\n3. Use `$derived.by` to calculate:\n - The number of words in the text\n - The number of characters in the text\n - Whether the text is considered \"long\" (more than 15 words)\n4. Display all these derived values below the input field\n5. Include a \"Clear\" button that resets the text to an empty string\n\nElements should have these data-testid attributes:\n\n- \"text-input\" for the input field\n- \"word-count\" for displaying the word count\n- \"char-count\" for displaying the character count\n- \"length-indicator\" for displaying whether the text is long\n- \"clear-button\" for the clear button\n\nExample structure:\n\n```html\n
\n \n \n
\n

Words: 0

\n

Characters: 0

\n

Status: Short text

\n
\n
\n```\n\nPlease implement this component using Svelte 5 runes.\n", + "steps": [ + { + "content": [ + { + "type": "text", + "text": "I'll help you create a Svelte 5 component that demonstrates the `$derived.by` rune. Let me start by fetching the necessary documentation." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "input": {}, + "dynamic": true + }, + { + "type": "tool-result", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "input": {}, + "output": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", + "desired_svelte_version": 5, + "filename": "TextStats.svelte" + }, + "dynamic": true + }, + { + "type": "tool-result", + "toolCallId": "toolu_014oXkMhLJWFP8sXuFFzrui3", + "toolName": "svelte-autofixer", + "input": { + "code": "\n\n
\n\t\n\t\n\t
\n\t\t

Words: {stats.words}

\n\t\t

Characters: {stats.chars}

\n\t\t

\n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

\n\t
\n
\n\n", + "desired_svelte_version": 5, + "filename": "TextStats.svelte" + }, + "output": { + "content": [ + { + "type": "text", + "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" + } + ], + "isError": false, + "structuredContent": { + "issues": [], + "suggestions": [], + "require_another_tool_call_after_fixing": false + } + }, + "dynamic": true + } + ], + "finishReason": "tool-calls", + "usage": { + "inputTokens": 16795, + "outputTokens": 650, + "totalTokens": 17445, + "cachedInputTokens": 0 + }, + "warnings": [], + "request": { + "body": { + "tools": [ + { + "type": "function", + "name": "ResultWrite", + "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "TestComponent", + "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code to test", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "get-documentation", + "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", + "inputSchema": { + "type": "object", + "properties": { + "section": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + } + ], + "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "section" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "list-sections", + "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", + "inputSchema": { + "type": "object", + "properties": {}, + "additionalProperties": false + } + }, + { + "type": "function", + "name": "playground-link", + "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", + "inputSchema": { + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The name of the Playground, it should reflect the user task" + }, + "tailwind": { + "type": "boolean", + "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" + }, + "files": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "name", + "tailwind", + "files" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "svelte-autofixer", + "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", + "inputSchema": { + "type": "object", + "properties": { + "code": { + "type": "string" + }, + "desired_svelte_version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "number" + } + ], + "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." + }, + "async": { + "type": "boolean", + "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." + }, + "filename": { + "type": "string", + "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "code", + "desired_svelte_version" + ], + "additionalProperties": false + } + } + ], + "toolChoice": { + "type": "auto" + }, + "prompt": [ + { + "role": "user", + "content": [ + { + "type": "text", + "text": "# $derived.by Component Task\n\nCreate a Svelte 5 component that demonstrates the `$derived.by` rune for complex derivations.\n\n## Requirements:\n\n1. Create a text input field that allows the user to enter text\n2. Use `$state` to store the current text value, starting with an empty string\n3. Use `$derived.by` to calculate:\n - The number of words in the text\n - The number of characters in the text\n - Whether the text is considered \"long\" (more than 15 words)\n4. Display all these derived values below the input field\n5. Include a \"Clear\" button that resets the text to an empty string\n\nElements should have these data-testid attributes:\n\n- \"text-input\" for the input field\n- \"word-count\" for displaying the word count\n- \"char-count\" for displaying the character count\n- \"length-indicator\" for displaying whether the text is long\n- \"clear-button\" for the clear button\n\nExample structure:\n\n```html\n
\n \n \n
\n

Words: 0

\n

Characters: 0

\n

Status: Short text

\n
\n
\n```\n\nPlease implement this component using Svelte 5 runes.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "I'll help you create a Svelte 5 component that demonstrates the `$derived.by` rune. Let me start by fetching the necessary documentation." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "input": {} + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped 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Let me start by fetching the necessary documentation." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "input": {} + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", + "desired_svelte_version": 5, + "filename": "TextStats.svelte" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_014oXkMhLJWFP8sXuFFzrui3", + "toolName": "svelte-autofixer", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" + } + ], + "isError": false, + "structuredContent": { + "issues": [], + "suggestions": [], + "require_another_tool_call_after_fixing": false + } + } + } + } + ] + } + ] + }, + "providerMetadata": { + "anthropic": { + "usage": { + "input_tokens": 16795, + "output_tokens": 650, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "service_tier": "standard" + }, + "cacheCreationInputTokens": 0, + "stopSequence": null, + "container": null + }, + "gateway": { + "routing": { + "originalModelId": "anthropic/claude-haiku-4.5", + "resolvedProvider": "anthropic", + "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", + "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", + "fallbacksAvailable": [ + "vertexAnthropic", + "bedrock" + ], + "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", + "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "finalProvider": "anthropic", + "attempts": [ + { + "provider": "anthropic", + "internalModelId": "anthropic:claude-haiku-4-5-20251001", + "providerApiModelId": "claude-haiku-4-5-20251001", + "credentialType": "system", + "success": true, + "startTime": 5248974.322909, + "endTime": 5253756.300569, + "statusCode": 200 + } + ], + "modelAttemptCount": 1, + "modelAttempts": [ + { + "modelId": "anthropic/claude-haiku-4.5", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "success": false, + "providerAttemptCount": 0, + "providerAttempts": [] + } + ], + "totalProviderAttemptCount": 0 + }, + "cost": "0.020045", + "marketCost": "0.020045", + "generationId": "gen_01KCAC8R7PRWCMP3DJ70NH3K7K", + "billableWebSearchCalls": 0 + } + } + }, + { + "content": [ + { + "type": "text", + "text": "Great! The component is clean with no issues. Now let me test it to ensure it works correctly:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", + "toolName": "TestComponent", + "input": { + "content": "\n\n
\n\t\n\t\n\t
\n\t\t

Words: {stats.words}

\n\t\t

Characters: {stats.chars}

\n\t\t

\n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

\n\t
\n
\n\n" + } + }, + { + "type": "tool-result", + "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", + "toolName": "TestComponent", + "input": { + "content": "\n\n
\n\t\n\t\n\t
\n\t\t

Words: {stats.words}

\n\t\t

Characters: {stats.chars}

\n\t\t

\n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

\n\t
\n
\n\n" + }, + "output": { + "success": true, + "message": "All 3 tests passed!", + "passed": 3, + "failed": 0, + "total": 3, + "duration": 994 + }, + "dynamic": false + } + ], + "finishReason": "tool-calls", + "usage": { + "inputTokens": 17529, + "outputTokens": 584, + "totalTokens": 18113, + "cachedInputTokens": 0 + }, + "warnings": [], + "request": { + "body": { + "tools": [ + { + "type": "function", + "name": "ResultWrite", + "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "TestComponent", + "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code to test", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "get-documentation", + "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", + "inputSchema": { + "type": "object", + "properties": { + "section": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + } + ], + "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "section" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "list-sections", + "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", + "inputSchema": { + "type": "object", + "properties": {}, + "additionalProperties": false + } + }, + { + "type": "function", + "name": "playground-link", + "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", + "inputSchema": { + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The name of the Playground, it should reflect the user task" + }, + "tailwind": { + "type": "boolean", + "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" + }, + "files": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "name", + "tailwind", + "files" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "svelte-autofixer", + "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", + "inputSchema": { + "type": "object", + "properties": { + "code": { + "type": "string" + }, + "desired_svelte_version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "number" + } + ], + "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." + }, + "async": { + "type": "boolean", + "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." + }, + "filename": { + "type": "string", + "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "code", + "desired_svelte_version" + ], + "additionalProperties": false + } + } + ], + "toolChoice": { + "type": "auto" + }, + "prompt": [ + { + "role": "user", + "content": [ + { + "type": "text", + "text": "# $derived.by Component Task\n\nCreate a Svelte 5 component that demonstrates the `$derived.by` rune for complex derivations.\n\n## Requirements:\n\n1. Create a text input field that allows the user to enter text\n2. Use `$state` to store the current text value, starting with an empty string\n3. Use `$derived.by` to calculate:\n - The number of words in the text\n - The number of characters in the text\n - Whether the text is considered \"long\" (more than 15 words)\n4. Display all these derived values below the input field\n5. Include a \"Clear\" button that resets the text to an empty string\n\nElements should have these data-testid attributes:\n\n- \"text-input\" for the input field\n- \"word-count\" for displaying the word count\n- \"char-count\" for displaying the character count\n- \"length-indicator\" for displaying whether the text is long\n- \"clear-button\" for the clear button\n\nExample structure:\n\n```html\n
\n \n \n
\n

Words: 0

\n

Characters: 0

\n

Status: Short text

\n
\n
\n```\n\nPlease implement this component using Svelte 5 runes.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "I'll help you create a Svelte 5 component that demonstrates the `$derived.by` rune. Let me start by fetching the necessary documentation." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "input": {} + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- 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What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child 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Let me start by fetching the necessary documentation." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "input": {} + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", + "desired_svelte_version": 5, + "filename": "TextStats.svelte" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_014oXkMhLJWFP8sXuFFzrui3", + "toolName": "svelte-autofixer", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" + } + ], + "isError": false, + "structuredContent": { + "issues": [], + "suggestions": [], + "require_another_tool_call_after_fixing": false + } + } + } + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Great! The component is clean with no issues. Now let me test it to ensure it works correctly:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", + "toolName": "TestComponent", + "input": { + "content": "\n\n
\n\t\n\t\n\t
\n\t\t

Words: {stats.words}

\n\t\t

Characters: {stats.chars}

\n\t\t

\n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

\n\t
\n
\n\n" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", + "toolName": "TestComponent", + "output": { + "type": "json", + "value": { + "success": true, + "message": "All 3 tests passed!", + "passed": 3, + "failed": 0, + "total": 3, + "duration": 994 + } + } + } + ] + } + ] + }, + "providerMetadata": { + "anthropic": { + "usage": { + "input_tokens": 17529, + "output_tokens": 584, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "service_tier": "standard" + }, + "cacheCreationInputTokens": 0, + "stopSequence": null, + "container": null + }, + "gateway": { + "routing": { + "originalModelId": "anthropic/claude-haiku-4.5", + "resolvedProvider": "anthropic", + "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", + "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", + "fallbacksAvailable": [ + "vertexAnthropic", + "bedrock" + ], + "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", + "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "finalProvider": "anthropic", + "attempts": [ + { + "provider": "anthropic", + "internalModelId": "anthropic:claude-haiku-4-5-20251001", + "providerApiModelId": "claude-haiku-4-5-20251001", + "credentialType": "system", + "success": true, + "startTime": 5254173.066915, + "endTime": 5257429.052161, + "statusCode": 200 + } + ], + "modelAttemptCount": 1, + "modelAttempts": [ + { + "modelId": "anthropic/claude-haiku-4.5", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "success": false, + "providerAttemptCount": 0, + "providerAttempts": [] + } + ], + "totalProviderAttemptCount": 0 + }, + "cost": "0.020449", + "marketCost": "0.020449", + "generationId": "gen_01KCAC8XA6JR7NC162MD6WYKCE", + "billableWebSearchCalls": 0 + } + } + }, + { + "content": [ + { + "type": "text", + "text": "Perfect! All tests passed. Now I'll submit the final component:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_01R65difEHCg5mZHBXLfaLUD", + "toolName": "ResultWrite", + "input": { + "content": "\n\n
\n\t\n\t\n\t
\n\t\t

Words: {stats.words}

\n\t\t

Characters: {stats.chars}

\n\t\t

\n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

\n\t
\n
\n\n" + } + }, + { + "type": "tool-result", + "toolCallId": "toolu_01R65difEHCg5mZHBXLfaLUD", + "toolName": "ResultWrite", + "input": { + "content": "\n\n
\n\t\n\t\n\t
\n\t\t

Words: {stats.words}

\n\t\t

Characters: {stats.chars}

\n\t\t

\n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

\n\t
\n
\n\n" + }, + "output": { + "success": true + }, + "dynamic": false + } + ], + "finishReason": "tool-calls", + "usage": { + "inputTokens": 18155, + "outputTokens": 577, + "totalTokens": 18732, + "cachedInputTokens": 0 + }, + "warnings": [], + "request": { + "body": { + "tools": [ + { + "type": "function", + "name": "ResultWrite", + "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "TestComponent", + "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", + "inputSchema": { + "$schema": "http://json-schema.org/draft-07/schema#", + "type": "object", + "properties": { + "content": { + "description": "The complete Svelte component code to test", + "type": "string" + } + }, + "required": [ + "content" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "get-documentation", + "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", + "inputSchema": { + "type": "object", + "properties": { + "section": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + } + ], + "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "section" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "list-sections", + "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", + "inputSchema": { + "type": "object", + "properties": {}, + "additionalProperties": false + } + }, + { + "type": "function", + "name": "playground-link", + "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", + "inputSchema": { + "type": "object", + "properties": { + "name": { + "type": "string", + "description": "The name of the Playground, it should reflect the user task" + }, + "tailwind": { + "type": "boolean", + "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" + }, + "files": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "name", + "tailwind", + "files" + ], + "additionalProperties": false + } + }, + { + "type": "function", + "name": "svelte-autofixer", + "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", + "inputSchema": { + "type": "object", + "properties": { + "code": { + "type": "string" + }, + "desired_svelte_version": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "number" + } + ], + "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." + }, + "async": { + "type": "boolean", + "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." + }, + "filename": { + "type": "string", + "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "required": [ + "code", + "desired_svelte_version" + ], + "additionalProperties": false + } + } + ], + "toolChoice": { + "type": "auto" + }, + "prompt": [ + { + "role": "user", + "content": [ + { + "type": "text", + "text": "# $derived.by Component Task\n\nCreate a Svelte 5 component that demonstrates the `$derived.by` rune for complex derivations.\n\n## Requirements:\n\n1. Create a text input field that allows the user to enter text\n2. Use `$state` to store the current text value, starting with an empty string\n3. Use `$derived.by` to calculate:\n - The number of words in the text\n - The number of characters in the text\n - Whether the text is considered \"long\" (more than 15 words)\n4. Display all these derived values below the input field\n5. Include a \"Clear\" button that resets the text to an empty string\n\nElements should have these data-testid attributes:\n\n- \"text-input\" for the input field\n- \"word-count\" for displaying the word count\n- \"char-count\" for displaying the character count\n- \"length-indicator\" for displaying whether the text is long\n- \"clear-button\" for the clear button\n\nExample structure:\n\n```html\n
\n \n \n
\n

Words: 0

\n

Characters: 0

\n

Status: Short text

\n
\n
\n```\n\nPlease implement this component using Svelte 5 runes.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "I'll help you create a Svelte 5 component that demonstrates the `$derived.by` rune. Let me start by fetching the necessary documentation." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "input": {} + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", + "toolName": "list-sections", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state 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The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing 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computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline 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title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", + "desired_svelte_version": 5, + "filename": "TextStats.svelte" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_014oXkMhLJWFP8sXuFFzrui3", + "toolName": "svelte-autofixer", + "output": { + "type": "json", + "value": { + "content": [ + { + "type": "text", + "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" + } + ], + "isError": false, + "structuredContent": { + "issues": [], + "suggestions": [], + "require_another_tool_call_after_fixing": false + } + } + } + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Great! The component is clean with no issues. Now let me test it to ensure it works correctly:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", + "toolName": "TestComponent", + "input": { + "content": "\n\n
\n\t\n\t\n\t
\n\t\t

Words: {stats.words}

\n\t\t

Characters: {stats.chars}

\n\t\t

\n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

\n\t
\n
\n\n" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", + "toolName": "TestComponent", + "output": { + "type": "json", + "value": { + "success": true, + "message": "All 3 tests passed!", + "passed": 3, + "failed": 0, + "total": 3, + "duration": 994 + } + } + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Perfect! All tests passed. Now I'll submit the final component:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_01R65difEHCg5mZHBXLfaLUD", + "toolName": "ResultWrite", + "input": { + "content": "\n\n
\n\t\n\t\n\t
\n\t\t

Words: {stats.words}

\n\t\t

Characters: {stats.chars}

\n\t\t

\n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

\n\t
\n
\n\n" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01R65difEHCg5mZHBXLfaLUD", + "toolName": "ResultWrite", + "output": { + "type": "json", + "value": { + "success": true + } + } + } + ] + } + ] + }, + "providerMetadata": { + "anthropic": { + "usage": { + "input_tokens": 18155, + "output_tokens": 577, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "service_tier": "standard" + }, + "cacheCreationInputTokens": 0, + "stopSequence": null, + "container": null + }, + "gateway": { + "routing": { + "originalModelId": "anthropic/claude-haiku-4.5", + "resolvedProvider": "anthropic", + "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", + "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", + "fallbacksAvailable": [ + "vertexAnthropic", + "bedrock" + ], + "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", + "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "finalProvider": "anthropic", + "attempts": [ + { + "provider": "anthropic", + "internalModelId": "anthropic:claude-haiku-4-5-20251001", + "providerApiModelId": "claude-haiku-4-5-20251001", + "credentialType": "system", + "success": true, + "startTime": 5258548.085947, + "endTime": 5262472.217677, + "statusCode": 200 + } + ], + "modelAttemptCount": 1, + "modelAttempts": [ + { + "modelId": "anthropic/claude-haiku-4.5", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "success": false, + "providerAttemptCount": 0, + "providerAttempts": [] + } + ], + "totalProviderAttemptCount": 0 + }, + "cost": "0.02104", + "marketCost": "0.02104", + "generationId": "gen_01KCAC91JZ6SY8VGPRR85M1RC1", + "billableWebSearchCalls": 0 + } + } + } + ], + "resultWriteContent": "\n\n
\n\t\n\t\n\t
\n\t\t

Words: {stats.words}

\n\t\t

Characters: {stats.chars}

\n\t\t

\n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

\n\t
\n
\n\n", + "verification": { + "testName": "derived-by", + "passed": true, + "numTests": 3, + "numPassed": 3, + "numFailed": 0, + "duration": 803 + } + }, + { + "testName": "snippets", + "prompt": "# Snippet Component Task\n\nCreate a simple Svelte 5 component that demonstrates the basic use of snippets.\n\n## Requirements:\n\n1. Create a component with a hardcoded array of 3 book titles (strings) - \"The Lord of the Rings\", \"To Kill a Mockingbird\", and \"1984\"\n2. Create a snippet called `title` that takes a book title string as a parameter\n3. The snippet should display the book title in a `` element with `data-testid=\"book-title\"`\n4. Use the `{@render ...}` syntax to render the snippet for each book title in a list\n5. Each rendered title should be wrapped in a `
  • ` element with `data-testid=\"book-item\"`\n\n## Example HTML structure:\n\n```html\n
      \n
    • The Lord of the Rings
    • \n
    • To Kill a Mockingbird
    • \n
    • 1984
    • \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n", + "steps": [ + { + "content": [ + { + "type": "text", + "text": "I'll help you create a Svelte 5 component that demonstrates the use of snippets. Let me start by fetching the relevant documentation for Svelte 5 snippets." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01Safa7RkBnZYu7aoQe39tdL", + "toolName": "list-sections", + "input": {}, + "dynamic": true + }, + { + "type": "tool-result", + "toolCallId": "toolu_01Safa7RkBnZYu7aoQe39tdL", + "toolName": "list-sections", + "input": {}, + "output": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline 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    • \n
    • To Kill a Mockingbird
    • \n
    • 1984
    • \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n", + "steps": [ + { + "content": [ + { + "type": "text", + "text": "I'll create a Svelte 5 component that demonstrates the use of snippets with the requirements you specified. Let me start by implementing and testing the component." + }, + { + "type": "tool-call", + "toolCallId": "toolu_011JSVZ9ncVf4DNTQ7kKbKex", + "toolName": "TestComponent", + "input": { + "content": "\n\n
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    • \n
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      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
    \n" + } + }, + { + "type": "tool-result", + "toolCallId": "toolu_01EUHfNoEPMTSu96AnDNAfHt", + "toolName": "TestComponent", + "input": { + "content": "\n\n{#snippet title(book)}\n {book}\n{/snippet}\n\n
      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
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      \n
    • The Lord of the Rings
    • \n
    • To Kill a Mockingbird
    • \n
    • 1984
    • \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "I'll create a Svelte 5 component that demonstrates the use of snippets with the requirements you specified. Let me start by implementing and testing the component." + }, + { + "type": "tool-call", + "toolCallId": "toolu_011JSVZ9ncVf4DNTQ7kKbKex", + "toolName": "TestComponent", + "input": { + "content": "\n\n
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    • \n {@render title(book)}\n
    • \n {/each}\n
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      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
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      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
    \n" + } + }, + { + "type": "tool-result", + "toolCallId": "toolu_0114JZFn6NnWfnc9u1a9cD5A", + "toolName": "ResultWrite", + "input": { + "content": "\n\n{#snippet title(book)}\n {book}\n{/snippet}\n\n
      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
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      \n
    • The Lord of the Rings
    • \n
    • To Kill a Mockingbird
    • \n
    • 1984
    • \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "I'll create a Svelte 5 component that demonstrates the use of snippets with the requirements you specified. Let me start by implementing and testing the component." + }, + { + "type": "tool-call", + "toolCallId": "toolu_011JSVZ9ncVf4DNTQ7kKbKex", + "toolName": "TestComponent", + "input": { + "content": "\n\n
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      \n {#each books as book}\n
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    • \\n {@render title(book)}\\n
    • \\n {/each}\\n
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      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
    \n" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_011JSVZ9ncVf4DNTQ7kKbKex", + "toolName": "TestComponent", + "output": { + "type": "json", + "value": { + "success": false, + "message": "0 of 0 tests failed", + "passed": 0, + "failed": 0, + "total": 0, + "duration": 467, + "error": "/Users/k/Documents/GitHub/ai-sdk-bench/outputs/snippets/Component.svelte:4:2 Unexpected token\nhttps://svelte.dev/e/js_parse_error" + } + } + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Let me fix the syntax. In Svelte 5, snippets should be declared differently:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_017uaGnKn4uLxjyBTn5nC1tY", + "toolName": "TestComponent", + "input": { + "content": "\n\n
      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
    \n" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_017uaGnKn4uLxjyBTn5nC1tY", + "toolName": "TestComponent", + "output": { + "type": "json", + "value": { + "success": false, + "message": "0 of 0 tests failed", + "passed": 0, + "failed": 0, + "total": 0, + "duration": 456, + "error": "/Users/k/Documents/GitHub/ai-sdk-bench/outputs/snippets/Component.svelte:4:10 Unexpected token\nhttps://svelte.dev/e/js_parse_error" + } + } + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Let me adjust the snippet declaration - it should be in the markup section:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_01EUHfNoEPMTSu96AnDNAfHt", + "toolName": "TestComponent", + "input": { + "content": "\n\n{#snippet title(book)}\n {book}\n{/snippet}\n\n
      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
    \n" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_01EUHfNoEPMTSu96AnDNAfHt", + "toolName": "TestComponent", + "output": { + "type": "json", + "value": { + "success": true, + "message": "All 3 tests passed!", + "passed": 3, + "failed": 0, + "total": 3, + "duration": 475 + } + } + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "Perfect! The component passes all tests. Now let me submit the final implementation:" + }, + { + "type": "tool-call", + "toolCallId": "toolu_0114JZFn6NnWfnc9u1a9cD5A", + "toolName": "ResultWrite", + "input": { + "content": "\n\n{#snippet title(book)}\n {book}\n{/snippet}\n\n
      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
    \n" + } + } + ] + }, + { + "role": "tool", + "content": [ + { + "type": "tool-result", + "toolCallId": "toolu_0114JZFn6NnWfnc9u1a9cD5A", + "toolName": "ResultWrite", + "output": { + "type": "json", + "value": { + "success": true + } + } + } + ] + } + ] + }, + "providerMetadata": { + "anthropic": { + "usage": { + "input_tokens": 1846, + "output_tokens": 181, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "service_tier": "standard" + }, + "cacheCreationInputTokens": 0, + "stopSequence": null, + "container": null + }, + "gateway": { + "routing": { + "originalModelId": "anthropic/claude-haiku-4.5", + "resolvedProvider": "anthropic", + "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", + "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", + "fallbacksAvailable": [ + "vertexAnthropic", + "bedrock" + ], + "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", + "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "finalProvider": "anthropic", + "attempts": [ + { + "provider": "anthropic", + "internalModelId": "anthropic:claude-haiku-4-5-20251001", + "providerApiModelId": "claude-haiku-4-5-20251001", + "credentialType": "system", + "success": true, + "startTime": 5377296.423223, + "endTime": 5378703.008614, + "statusCode": 200 + } + ], + "modelAttemptCount": 1, + "modelAttempts": [ + { + "modelId": "anthropic/claude-haiku-4.5", + "canonicalSlug": "anthropic/claude-haiku-4.5", + "success": false, + "providerAttemptCount": 0, + "providerAttempts": [] + } + ], + "totalProviderAttemptCount": 0 + }, + "cost": "0.002751", + "marketCost": "0.002751", + "generationId": "gen_01KCACT223FPC2YS0KZ8S88DSS", + "billableWebSearchCalls": 0 + } + } + } + ], + "resultWriteContent": "\n\n{#snippet title(book)}\n {book}\n{/snippet}\n\n
      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
    \n", + "verification": { + "testName": "snippets", + "passed": true, + "numTests": 3, + "numPassed": 3, + "numFailed": 0, + "duration": 497 + } + } + ], + "metadata": { + "mcpEnabled": false, + "mcpServerUrl": null, + "mcpTransportType": null, + "timestamp": "2025-12-12T23:02:22.045Z", + "model": "anthropic/claude-haiku-4.5", + "pricingKey": "anthropic/claude-haiku-4.5", + "pricing": { + "inputCostPerMTok": 1, + "outputCostPerMTok": 5, + "cacheReadCostPerMTok": 0.09999999999999999 + }, + "totalCost": { + "inputCost": 0.010896, + "outputCost": 0.009355, + "cacheReadCost": 0, + "totalCost": 0.020250999999999998, + "inputTokens": 10896, + "outputTokens": 1871, + "cachedInputTokens": 0 + }, + "cacheSimulation": { + "simulatedCostWithCache": 0.00651075, + "cacheableTokens": 3233, + "cacheHits": 5 + } + } +} \ No newline at end of file From 5a476fab50ef3b9ed835427d7d10e15149e19db8 Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Sat, 13 Dec 2025 00:21:30 +0100 Subject: [PATCH 13/25] infer the types --- index.ts | 13 ++++--- lib/pricing.test.ts | 94 +++++++++++++++++++++++++++++++++------------ lib/pricing.ts | 80 ++++++++++---------------------------- lib/report.ts | 4 +- lib/utils.test.ts | 14 +++---- lib/utils.ts | 12 ++---- 6 files changed, 109 insertions(+), 108 deletions(-) diff --git a/index.ts b/index.ts index 2bc2ef9..4342861 100644 --- a/index.ts +++ b/index.ts @@ -25,9 +25,8 @@ import { getModelPricingDisplay, formatCost, formatMTokCost, - type ModelPricingLookup, - type GatewayModel, } from "./lib/pricing.ts"; +import type { GatewayLanguageModelEntry } from "@ai-sdk/gateway"; import type { LanguageModel } from "ai"; import { intro, @@ -43,9 +42,12 @@ import { gateway } from "ai"; async function validateAndConfirmPricing( models: string[], - pricingMap: Map, + pricingMap: ReturnType, ) { - const lookups = new Map(); + const lookups = new Map< + string, + ReturnType + >(); for (const modelId of models) { const lookup = lookupPricingFromMap(modelId, pricingMap); @@ -129,8 +131,7 @@ async function selectOptions() { const available_models = await gateway.getAvailableModels(); - const gatewayModels = available_models.models as GatewayModel[]; - const pricingMap = buildPricingMap(gatewayModels); + const pricingMap = buildPricingMap(available_models.models); const models = await multiselect({ message: "Select model(s) to benchmark", diff --git a/lib/pricing.test.ts b/lib/pricing.test.ts index c5edfc8..360a8db 100644 --- a/lib/pricing.test.ts +++ b/lib/pricing.test.ts @@ -7,13 +7,12 @@ import { formatCost, formatMTokCost, getModelPricingDisplay, - type ModelPricing, - type GatewayModel, } from "./pricing.ts"; +import type { GatewayLanguageModelEntry } from "@ai-sdk/gateway"; describe("extractPricingFromGatewayModel", () => { it("should extract pricing from a gateway model with all fields", () => { - const model: GatewayModel = { + const model: GatewayLanguageModelEntry = { id: "anthropic/claude-opus-4.5", name: "Claude Opus 4.5", pricing: { @@ -22,6 +21,11 @@ describe("extractPricingFromGatewayModel", () => { cachedInputTokens: "0.0000005", cacheCreationInputTokens: "0.00000625", }, + specification: { + specificationVersion: "v2", + provider: "anthropic", + modelId: "claude-opus-4.5", + }, modelType: "language", }; @@ -35,13 +39,18 @@ describe("extractPricingFromGatewayModel", () => { }); it("should extract pricing with only input and output", () => { - const model: GatewayModel = { + const model: GatewayLanguageModelEntry = { id: "openai/gpt-4o", name: "GPT-4o", pricing: { input: "0.000003", output: "0.000015", }, + specification: { + specificationVersion: "v2", + provider: "openai", + modelId: "gpt-4o", + }, modelType: "language", }; @@ -54,9 +63,14 @@ describe("extractPricingFromGatewayModel", () => { }); it("should return null for model without pricing", () => { - const model: GatewayModel = { + const model: GatewayLanguageModelEntry = { id: "local/model", name: "Local Model", + specification: { + specificationVersion: "v2", + provider: "local", + modelId: "model", + }, modelType: "language", }; @@ -65,12 +79,17 @@ describe("extractPricingFromGatewayModel", () => { }); it("should throw error for model with empty pricing object", () => { - const model: GatewayModel = { + const model = { id: "local/model", name: "Local Model", - pricing: {}, + pricing: {} as any, + specification: { + specificationVersion: "v2", + provider: "local", + modelId: "model", + }, modelType: "language", - }; + } as GatewayLanguageModelEntry; expect(() => extractPricingFromGatewayModel(model)).toThrowError( /Invalid pricing/, @@ -78,13 +97,18 @@ describe("extractPricingFromGatewayModel", () => { }); it("should throw error for invalid pricing values", () => { - const model: GatewayModel = { + const model: GatewayLanguageModelEntry = { id: "test/model", name: "Test Model", pricing: { input: "invalid", output: "0.000015", }, + specification: { + specificationVersion: "v2", + provider: "test", + modelId: "model", + }, modelType: "language", }; @@ -96,22 +120,37 @@ describe("extractPricingFromGatewayModel", () => { describe("buildPricingMap", () => { it("should build a map from gateway models", () => { - const models: GatewayModel[] = [ + const models: GatewayLanguageModelEntry[] = [ { id: "anthropic/claude-sonnet-4", name: "Claude Sonnet 4", pricing: { input: "0.000003", output: "0.000015" }, + specification: { + specificationVersion: "v2", + provider: "anthropic", + modelId: "claude-sonnet-4", + }, modelType: "language", }, { id: "openai/gpt-4o", name: "GPT-4o", pricing: { input: "0.000005", output: "0.000015" }, + specification: { + specificationVersion: "v2", + provider: "openai", + modelId: "gpt-4o", + }, modelType: "language", }, { id: "local/model", name: "Local Model", + specification: { + specificationVersion: "v2", + provider: "local", + modelId: "model", + }, modelType: "language", }, ]; @@ -127,11 +166,16 @@ describe("buildPricingMap", () => { describe("lookupPricingFromMap", () => { it("should return pricing lookup for existing model", () => { - const models: GatewayModel[] = [ + const models: GatewayLanguageModelEntry[] = [ { id: "anthropic/claude-sonnet-4", name: "Claude Sonnet 4", pricing: { input: "0.000003", output: "0.000015" }, + specification: { + specificationVersion: "v2", + provider: "anthropic", + modelId: "claude-sonnet-4", + }, modelType: "language", }, ]; @@ -152,15 +196,15 @@ describe("lookupPricingFromMap", () => { }); describe("calculateCost", () => { - const basePricing: ModelPricing = { + const basePricing = { inputCostPerToken: 0.000003, // $3 per MTok outputCostPerToken: 0.000015, // $15 per MTok - }; + } satisfies NonNullable>; - const pricingWithCache: ModelPricing = { + const pricingWithCache = { ...basePricing, cacheReadInputTokenCost: 0.0000003, // $0.30 per MTok (10% of input) - }; + } satisfies NonNullable>; describe("basic cost calculation", () => { it("should calculate cost with no cached tokens", () => { @@ -235,10 +279,10 @@ describe("calculateCost", () => { }); it("should handle pricing with zero costs", () => { - const freePricing: ModelPricing = { + const freePricing = { inputCostPerToken: 0, outputCostPerToken: 0, - }; + } satisfies NonNullable>; const result = calculateCost(freePricing, 1000, 500, 0); expect(result.totalCost).toBe(0); @@ -291,10 +335,10 @@ describe("formatMTokCost", () => { describe("getModelPricingDisplay", () => { it("should convert per-token costs to per-MTok", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 0.000003, // $3 per MTok outputCostPerToken: 0.000015, // $15 per MTok - }; + } satisfies NonNullable>; const display = getModelPricingDisplay(pricing); @@ -304,11 +348,11 @@ describe("getModelPricingDisplay", () => { }); it("should include cache read cost when available", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 0.000003, outputCostPerToken: 0.000015, cacheReadInputTokenCost: 0.0000003, // $0.30 per MTok - }; + } satisfies NonNullable>; const display = getModelPricingDisplay(pricing); @@ -318,10 +362,10 @@ describe("getModelPricingDisplay", () => { }); it("should handle zero costs", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 0, outputCostPerToken: 0, - }; + } satisfies NonNullable>; const display = getModelPricingDisplay(pricing); @@ -330,11 +374,11 @@ describe("getModelPricingDisplay", () => { }); it("should preserve explicit zero cost for cache read", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 0.000003, outputCostPerToken: 0.000015, cacheReadInputTokenCost: 0, - }; + } satisfies NonNullable>; const display = getModelPricingDisplay(pricing); diff --git a/lib/pricing.ts b/lib/pricing.ts index 79306b5..d14ee43 100644 --- a/lib/pricing.ts +++ b/lib/pricing.ts @@ -1,58 +1,8 @@ -export interface ModelPricing { - inputCostPerToken: number; - outputCostPerToken: number; - cacheReadInputTokenCost?: number; - cacheCreationInputTokenCost?: number; -} - -export interface CostCalculation { - inputCost: number; - outputCost: number; - cacheReadCost: number; - totalCost: number; - inputTokens: number; - outputTokens: number; - cachedInputTokens: number; -} - -export interface CacheSimulation { - simulatedCostWithCache: number; - cacheableTokens: number; - cacheHits: number; -} - -export interface ModelPricingDisplay { - inputCostPerMTok: number; - outputCostPerMTok: number; - cacheReadCostPerMTok?: number; -} - -export interface ModelPricingLookup { - pricing: ModelPricing; - matchedKey: string; -} - -export interface GatewayPricing { - input?: string; - output?: string; - cachedInputTokens?: string; - cacheCreationInputTokens?: string; -} - -export interface GatewayModel { - id: string; - name: string; - description?: string; - pricing?: GatewayPricing; - specification?: { - specificationVersion: string; - provider: string; - modelId: string; - }; - modelType: string; -} +import type { GatewayLanguageModelEntry } from "@ai-sdk/gateway"; -export function extractPricingFromGatewayModel(model: GatewayModel) { +export function extractPricingFromGatewayModel( + model: GatewayLanguageModelEntry, +) { if (!model.pricing) { return null; } @@ -68,9 +18,14 @@ export function extractPricingFromGatewayModel(model: GatewayModel) { ); } - const result: ModelPricing = { + const result = { inputCostPerToken: inputCost, outputCostPerToken: outputCost, + } as { + inputCostPerToken: number; + outputCostPerToken: number; + cacheReadInputTokenCost?: number; + cacheCreationInputTokenCost?: number; }; if (pricing.cachedInputTokens) { @@ -90,8 +45,11 @@ export function extractPricingFromGatewayModel(model: GatewayModel) { return result; } -export function buildPricingMap(models: GatewayModel[]) { - const map = new Map(); +export function buildPricingMap(models: GatewayLanguageModelEntry[]) { + const map = new Map< + string, + { pricing: NonNullable>; matchedKey: string } | null + >(); for (const model of models) { const pricing = extractPricingFromGatewayModel(model); @@ -110,12 +68,14 @@ export function buildPricingMap(models: GatewayModel[]) { export function lookupPricingFromMap( modelId: string, - pricingMap: Map, + pricingMap: ReturnType, ) { return pricingMap.get(modelId) ?? null; } -export function getModelPricingDisplay(pricing: ModelPricing) { +export function getModelPricingDisplay( + pricing: NonNullable>, +) { return { inputCostPerMTok: pricing.inputCostPerToken * 1_000_000, outputCostPerMTok: pricing.outputCostPerToken * 1_000_000, @@ -127,7 +87,7 @@ export function getModelPricingDisplay(pricing: ModelPricing) { } export function calculateCost( - pricing: ModelPricing, + pricing: NonNullable>, inputTokens: number, outputTokens: number, cachedInputTokens: number = 0, diff --git a/lib/report.ts b/lib/report.ts index d2cd60f..a02c81a 100644 --- a/lib/report.ts +++ b/lib/report.ts @@ -1,7 +1,7 @@ import { readFile, writeFile } from "node:fs/promises"; import type { TestVerificationResult } from "./output-test-runner.ts"; -import type { CacheSimulation } from "./pricing.ts"; import { generateMultiTestHtml } from "./report-template.ts"; +import type { simulateCacheSavings } from "./utils.ts"; interface TextBlock { type: "text"; @@ -91,7 +91,7 @@ interface Metadata { pricingKey?: string | null; pricing?: PricingInfo | null; totalCost?: TotalCostInfo | null; - cacheSimulation?: CacheSimulation | null; + cacheSimulation?: ReturnType | null; } export interface SingleTestResult { diff --git a/lib/utils.test.ts b/lib/utils.test.ts index 2ea383e..7ec2172 100644 --- a/lib/utils.test.ts +++ b/lib/utils.test.ts @@ -5,7 +5,7 @@ import { calculateTotalCost, simulateCacheSavings, } from "./utils.ts"; -import type { ModelPricing } from "./pricing.ts"; +import { extractPricingFromGatewayModel } from "./pricing.ts"; import type { SingleTestResult } from "./report.ts"; describe("sanitizeModelName", () => { @@ -105,11 +105,11 @@ describe("getTimestampedFilename", () => { }); describe("calculateTotalCost", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 1.0 / 1_000_000, outputCostPerToken: 2.0 / 1_000_000, cacheReadInputTokenCost: 0.1 / 1_000_000, - }; + } satisfies NonNullable>; it("calculates zero cost for empty results", () => { const tests: SingleTestResult[] = []; @@ -193,10 +193,10 @@ describe("calculateTotalCost", () => { }); describe("simulateCacheSavings", () => { - const basicPricing: ModelPricing = { + const basicPricing = { inputCostPerToken: 1.0 / 1_000_000, outputCostPerToken: 2.0 / 1_000_000, - }; + } satisfies NonNullable>; it("returns zeros for empty tests array", () => { const tests: SingleTestResult[] = []; @@ -399,12 +399,12 @@ describe("simulateCacheSavings", () => { }); it("uses custom cache pricing when provided", () => { - const customPricing: ModelPricing = { + const customPricing = { inputCostPerToken: 1.0 / 1_000_000, outputCostPerToken: 2.0 / 1_000_000, cacheReadInputTokenCost: 0.05 / 1_000_000, // 5% instead of default 10% cacheCreationInputTokenCost: 1.5 / 1_000_000, // 150% instead of default 125% - }; + } satisfies NonNullable>; const tests: SingleTestResult[] = [ { diff --git a/lib/utils.ts b/lib/utils.ts index 3dcdfeb..1f6a172 100644 --- a/lib/utils.ts +++ b/lib/utils.ts @@ -1,8 +1,4 @@ -import { - calculateCost, - type ModelPricing, - type CacheSimulation, -} from "./pricing.ts"; +import { calculateCost, extractPricingFromGatewayModel } from "./pricing.ts"; import type { SingleTestResult } from "./report.ts"; import type { ModelMessage } from "@ai-sdk/provider-utils"; import type { TestDefinition } from "./test-discovery.ts"; @@ -59,7 +55,7 @@ export function extractResultWriteContent(steps: unknown[]) { export function calculateTotalCost( tests: SingleTestResult[], - pricing: ModelPricing, + pricing: NonNullable>, ) { let totalInputTokens = 0; let totalOutputTokens = 0; @@ -104,8 +100,8 @@ IMPORTANT: When you have finished implementing the component, use the ResultWrit export function simulateCacheSavings( tests: SingleTestResult[], - pricing: ModelPricing, -): CacheSimulation { + pricing: NonNullable>, +) { let totalCacheableTokens = 0; let totalCacheHits = 0; From 9db962cc4d40f11a662fd4b7724f164e924de966 Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Sat, 13 Dec 2025 00:24:04 +0100 Subject: [PATCH 14/25] wip --- lib/pricing.ts | 94 ++++++++++++++++++++++++++++++--------- lib/report.ts | 6 ++- lib/utils.ts | 117 +++++++++++++++++++++++++++++++------------------ 3 files changed, 151 insertions(+), 66 deletions(-) diff --git a/lib/pricing.ts b/lib/pricing.ts index d14ee43..976381e 100644 --- a/lib/pricing.ts +++ b/lib/pricing.ts @@ -1,8 +1,61 @@ -import type { GatewayLanguageModelEntry } from "@ai-sdk/gateway"; +export interface ModelPricing { + inputCostPerToken: number; + outputCostPerToken: number; + cacheReadInputTokenCost?: number; + cacheCreationInputTokenCost?: number; +} -export function extractPricingFromGatewayModel( - model: GatewayLanguageModelEntry, -) { +export interface CostCalculation { + inputCost: number; + outputCost: number; + cacheReadCost: number; + cacheCreationCost: number; + totalCost: number; + inputTokens: number; + outputTokens: number; + cachedInputTokens: number; +} + +export interface CacheSimulation { + simulatedCostWithCache: number; + cacheableTokens: number; + cacheHits: number; + cacheWriteTokens: number; +} + +export interface ModelPricingDisplay { + inputCostPerMTok: number; + outputCostPerMTok: number; + cacheReadCostPerMTok?: number; + cacheCreationCostPerMTok?: number; +} + +export interface ModelPricingLookup { + pricing: ModelPricing; + matchedKey: string; +} + +export interface GatewayPricing { + input?: string; + output?: string; + cachedInputTokens?: string; + cacheCreationInputTokens?: string; +} + +export interface GatewayModel { + id: string; + name: string; + description?: string; + pricing?: GatewayPricing; + specification?: { + specificationVersion: string; + provider: string; + modelId: string; + }; + modelType: string; +} + +export function extractPricingFromGatewayModel(model: GatewayModel) { if (!model.pricing) { return null; } @@ -18,14 +71,9 @@ export function extractPricingFromGatewayModel( ); } - const result = { + const result: ModelPricing = { inputCostPerToken: inputCost, outputCostPerToken: outputCost, - } as { - inputCostPerToken: number; - outputCostPerToken: number; - cacheReadInputTokenCost?: number; - cacheCreationInputTokenCost?: number; }; if (pricing.cachedInputTokens) { @@ -45,11 +93,8 @@ export function extractPricingFromGatewayModel( return result; } -export function buildPricingMap(models: GatewayLanguageModelEntry[]) { - const map = new Map< - string, - { pricing: NonNullable>; matchedKey: string } | null - >(); +export function buildPricingMap(models: GatewayModel[]) { + const map = new Map(); for (const model of models) { const pricing = extractPricingFromGatewayModel(model); @@ -68,14 +113,12 @@ export function buildPricingMap(models: GatewayLanguageModelEntry[]) { export function lookupPricingFromMap( modelId: string, - pricingMap: ReturnType, + pricingMap: Map, ) { return pricingMap.get(modelId) ?? null; } -export function getModelPricingDisplay( - pricing: NonNullable>, -) { +export function getModelPricingDisplay(pricing: ModelPricing) { return { inputCostPerMTok: pricing.inputCostPerToken * 1_000_000, outputCostPerMTok: pricing.outputCostPerToken * 1_000_000, @@ -83,11 +126,15 @@ export function getModelPricingDisplay( pricing.cacheReadInputTokenCost !== undefined ? pricing.cacheReadInputTokenCost * 1_000_000 : undefined, + cacheCreationCostPerMTok: + pricing.cacheCreationInputTokenCost !== undefined + ? pricing.cacheCreationInputTokenCost * 1_000_000 + : undefined, }; } export function calculateCost( - pricing: NonNullable>, + pricing: ModelPricing, inputTokens: number, outputTokens: number, cachedInputTokens: number = 0, @@ -103,13 +150,18 @@ export function calculateCost( ? cachedInputTokens * pricing.cacheReadInputTokenCost : 0; + // Cache creation cost is not tracked in actual usage - it's part of input cost + // This field is here for consistency but will be 0 for actual cost calculations + const cacheCreationCost = 0; + const outputCost = outputTokens * pricing.outputCostPerToken; return { inputCost, outputCost, cacheReadCost, - totalCost: inputCost + outputCost + cacheReadCost, + cacheCreationCost, + totalCost: inputCost + outputCost + cacheReadCost + cacheCreationCost, inputTokens, outputTokens, cachedInputTokens, diff --git a/lib/report.ts b/lib/report.ts index a02c81a..3ef61ef 100644 --- a/lib/report.ts +++ b/lib/report.ts @@ -1,7 +1,7 @@ import { readFile, writeFile } from "node:fs/promises"; import type { TestVerificationResult } from "./output-test-runner.ts"; +import type { CacheSimulation } from "./pricing.ts"; import { generateMultiTestHtml } from "./report-template.ts"; -import type { simulateCacheSavings } from "./utils.ts"; interface TextBlock { type: "text"; @@ -70,12 +70,14 @@ export interface PricingInfo { inputCostPerMTok: number; outputCostPerMTok: number; cacheReadCostPerMTok?: number; + cacheCreationCostPerMTok?: number; } export interface TotalCostInfo { inputCost: number; outputCost: number; cacheReadCost: number; + cacheCreationCost: number; totalCost: number; inputTokens: number; outputTokens: number; @@ -91,7 +93,7 @@ interface Metadata { pricingKey?: string | null; pricing?: PricingInfo | null; totalCost?: TotalCostInfo | null; - cacheSimulation?: ReturnType | null; + cacheSimulation?: CacheSimulation | null; } export interface SingleTestResult { diff --git a/lib/utils.ts b/lib/utils.ts index 1f6a172..0608078 100644 --- a/lib/utils.ts +++ b/lib/utils.ts @@ -1,4 +1,8 @@ -import { calculateCost, extractPricingFromGatewayModel } from "./pricing.ts"; +import { + calculateCost, + type ModelPricing, + type CacheSimulation, +} from "./pricing.ts"; import type { SingleTestResult } from "./report.ts"; import type { ModelMessage } from "@ai-sdk/provider-utils"; import type { TestDefinition } from "./test-discovery.ts"; @@ -55,7 +59,7 @@ export function extractResultWriteContent(steps: unknown[]) { export function calculateTotalCost( tests: SingleTestResult[], - pricing: NonNullable>, + pricing: ModelPricing, ) { let totalInputTokens = 0; let totalOutputTokens = 0; @@ -80,6 +84,7 @@ export function calculateTotalCost( inputCost: costResult.inputCost, outputCost: costResult.outputCost, cacheReadCost: costResult.cacheReadCost, + cacheCreationCost: costResult.cacheCreationCost, totalCost: costResult.totalCost, inputTokens: totalInputTokens, outputTokens: totalOutputTokens, @@ -98,61 +103,87 @@ IMPORTANT: When you have finished implementing the component, use the ResultWrit ]; } +/** + * Simulates cache savings using a growing prefix model. + * + * Cache behavior modeled: + * - Each test runs in its own context (cache resets between tests) + * - Step 1's input is written to cache (pays cache creation rate) + * - Each subsequent step: + * - Previous step's full input is cached (pays cache read rate) + * - New tokens extend the cache (pays cache creation rate) + * - The cache prefix grows with each step + * + * Example for a test with 3 steps (inputs: 1000 → 1500 → 2000): + * Step 1: 1000 tokens → pay cache creation for 1000 + * Step 2: 1500 tokens → 1000 cached (read) + 500 new (creation) + * Step 3: 2000 tokens → 1500 cached (read) + 500 new (creation) + */ export function simulateCacheSavings( tests: SingleTestResult[], - pricing: NonNullable>, -) { - let totalCacheableTokens = 0; - let totalCacheHits = 0; + pricing: ModelPricing, +): CacheSimulation { + // Default rates if not specified: + // - Cache read: 10% of input cost + // - Cache creation: 125% of input cost (25% premium) + const cacheReadRate = + pricing.cacheReadInputTokenCost ?? pricing.inputCostPerToken * 0.1; + const cacheWriteRate = + pricing.cacheCreationInputTokenCost ?? pricing.inputCostPerToken * 1.25; + + let totalCacheableTokens = 0; // Tokens written to cache in step 1 of each test + let totalCacheHits = 0; // Total tokens read from cache across all steps + let totalCacheWriteTokens = 0; // Total tokens written to cache (including extensions) + let actualCost = 0; + let simulatedCost = 0; - // Calculate savings for each test for (const test of tests) { if (test.steps.length === 0) continue; - // Cacheable tokens = input tokens from step 1 - const cacheableTokens = test.steps[0]?.usage.inputTokens ?? 0; - // Cache hits = number of subsequent steps (2-N) - const cacheHits = test.steps.length - 1; + let previousInput = 0; - totalCacheableTokens += cacheableTokens; - totalCacheHits += cacheHits; - } + for (let i = 0; i < test.steps.length; i++) { + const step = test.steps[i]; + if (!step) continue; - // Calculate actual cost (no caching) - let actualInputTokens = 0; - let actualOutputTokens = 0; - for (const test of tests) { - for (const step of test.steps) { - actualInputTokens += step.usage.inputTokens; - actualOutputTokens += step.usage.outputTokens; - } - } - const actualCost = - actualInputTokens * pricing.inputCostPerToken + - actualOutputTokens * pricing.outputCostPerToken; + const inputTokens = step.usage.inputTokens; + const outputTokens = step.usage.outputTokens; - // Calculate simulated cost with caching - // Cache read cost: 10% of input rate - const cacheReadRate = - pricing.cacheReadInputTokenCost ?? pricing.inputCostPerToken * 0.1; - // Cache write cost: 125% of input rate (25% extra) - const cacheWriteRate = - pricing.cacheCreationInputTokenCost ?? pricing.inputCostPerToken * 1.25; + // Actual cost (no caching) - all input at full rate + actualCost += inputTokens * pricing.inputCostPerToken; + actualCost += outputTokens * pricing.outputCostPerToken; + + if (i === 0) { + // First step: pay cache creation rate for all input (to prime the cache) + simulatedCost += inputTokens * cacheWriteRate; + totalCacheableTokens += inputTokens; + totalCacheWriteTokens += inputTokens; + } else { + // Subsequent steps: + // - Previous step's input is cached (pay cache read rate) + // - New tokens extend the cache (pay cache creation rate) + const cachedPortion = previousInput; + const newPortion = Math.max(0, inputTokens - previousInput); - // Savings from cache reads - const cacheSavings = - totalCacheableTokens * - totalCacheHits * - (pricing.inputCostPerToken - cacheReadRate); - // Extra cost for cache writes - const cacheWriteCost = - totalCacheableTokens * (cacheWriteRate - pricing.inputCostPerToken); + simulatedCost += cachedPortion * cacheReadRate; + simulatedCost += newPortion * cacheWriteRate; - const simulatedCostWithCache = actualCost - cacheSavings + cacheWriteCost; + totalCacheHits += cachedPortion; + totalCacheWriteTokens += newPortion; + } + + // Output tokens always paid at full rate + simulatedCost += outputTokens * pricing.outputCostPerToken; + + // This step's input becomes the cached prefix for the next step + previousInput = inputTokens; + } + } return { - simulatedCostWithCache, + simulatedCostWithCache: simulatedCost, cacheableTokens: totalCacheableTokens, cacheHits: totalCacheHits, + cacheWriteTokens: totalCacheWriteTokens, }; } From 75ef74f7d3ac6aaddb5aa31fe899f2a98de3bf83 Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Sat, 13 Dec 2025 00:28:13 +0100 Subject: [PATCH 15/25] wip2 --- index.ts | 76 +++++++++----- lib/pricing.test.ts | 115 +++++++++------------ lib/report-template.ts | 39 +++++-- lib/utils.test.ts | 227 ++++++++++++++++++++++++++++++----------- 4 files changed, 294 insertions(+), 163 deletions(-) diff --git a/index.ts b/index.ts index 4342861..8928908 100644 --- a/index.ts +++ b/index.ts @@ -25,8 +25,9 @@ import { getModelPricingDisplay, formatCost, formatMTokCost, + type ModelPricingLookup, + type GatewayModel, } from "./lib/pricing.ts"; -import type { GatewayLanguageModelEntry } from "@ai-sdk/gateway"; import type { LanguageModel } from "ai"; import { intro, @@ -42,12 +43,9 @@ import { gateway } from "ai"; async function validateAndConfirmPricing( models: string[], - pricingMap: ReturnType, + pricingMap: Map, ) { - const lookups = new Map< - string, - ReturnType - >(); + const lookups = new Map(); for (const modelId of models) { const lookup = lookupPricingFromMap(modelId, pricingMap); @@ -61,11 +59,15 @@ async function validateAndConfirmPricing( const pricingLines = models.map((modelId) => { const lookup = lookups.get(modelId)!; const display = getModelPricingDisplay(lookup.pricing); - const cacheText = + const cacheReadText = display.cacheReadCostPerMTok !== undefined - ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cached` + ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cache read` : ""; - return `${modelId}\n → ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheText}`; + const cacheWriteText = + display.cacheCreationCostPerMTok !== undefined + ? `, ${formatMTokCost(display.cacheCreationCostPerMTok)}/MTok cache write` + : ""; + return `${modelId}\n → ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheReadText}${cacheWriteText}`; }); note(pricingLines.join("\n\n"), "šŸ’° Pricing Found"); @@ -97,12 +99,16 @@ async function validateAndConfirmPricing( for (const modelId of modelsWithPricing) { const lookup = lookups.get(modelId)!; const display = getModelPricingDisplay(lookup.pricing); - const cacheText = + const cacheReadText = display.cacheReadCostPerMTok !== undefined - ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cached` + ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cache read` + : ""; + const cacheWriteText = + display.cacheCreationCostPerMTok !== undefined + ? `, ${formatMTokCost(display.cacheCreationCostPerMTok)}/MTok cache write` : ""; lines.push( - ` āœ“ ${modelId} (${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheText})`, + ` āœ“ ${modelId} (${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheReadText}${cacheWriteText})`, ); } } @@ -131,7 +137,8 @@ async function selectOptions() { const available_models = await gateway.getAvailableModels(); - const pricingMap = buildPricingMap(available_models.models); + const gatewayModels = available_models.models as GatewayModel[]; + const pricingMap = buildPricingMap(gatewayModels); const models = await multiselect({ message: "Select model(s) to benchmark", @@ -389,13 +396,17 @@ async function main() { const lookup = pricing.lookups.get(modelId); if (pricing.enabled && lookup) { const display = getModelPricingDisplay(lookup.pricing); - const cacheText = + const cacheReadText = display.cacheReadCostPerMTok !== undefined - ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cached` + ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cache read` + : ""; + const cacheWriteText = + display.cacheCreationCostPerMTok !== undefined + ? `, ${formatMTokCost(display.cacheCreationCostPerMTok)}/MTok cache write` : ""; console.log(` ${modelId}`); console.log( - ` šŸ’° ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheText}`, + ` šŸ’° ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheReadText}${cacheWriteText}`, ); } else { console.log(` ${modelId}`); @@ -464,12 +475,16 @@ async function main() { if (pricingLookup) { const display = getModelPricingDisplay(pricingLookup.pricing); - const cacheText = + const cacheReadText = display.cacheReadCostPerMTok !== undefined - ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cached` + ? `, ${formatMTokCost(display.cacheReadCostPerMTok)}/MTok cache read` + : ""; + const cacheWriteText = + display.cacheCreationCostPerMTok !== undefined + ? `, ${formatMTokCost(display.cacheCreationCostPerMTok)}/MTok cache write` : ""; console.log( - `šŸ’° Pricing: ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheText}`, + `šŸ’° Pricing: ${formatMTokCost(display.inputCostPerMTok)}/MTok in, ${formatMTokCost(display.outputCostPerMTok)}/MTok out${cacheReadText}${cacheWriteText}`, ); } @@ -535,6 +550,7 @@ async function main() { inputCostPerMTok: pricingDisplay.inputCostPerMTok, outputCostPerMTok: pricingDisplay.outputCostPerMTok, cacheReadCostPerMTok: pricingDisplay.cacheReadCostPerMTok, + cacheCreationCostPerMTok: pricingDisplay.cacheCreationCostPerMTok, }; console.log("\nšŸ’° Cost Summary"); @@ -547,7 +563,7 @@ async function main() { ); if (totalCost.cachedInputTokens > 0) { console.log( - `Cached tokens: ${totalCost.cachedInputTokens.toLocaleString()} (${formatCost(totalCost.cacheReadCost)})`, + `Cached tokens (read): ${totalCost.cachedInputTokens.toLocaleString()} (${formatCost(totalCost.cacheReadCost)})`, ); } console.log(`Total cost: ${formatCost(totalCost.totalCost)}`); @@ -557,18 +573,28 @@ async function main() { testResults, pricingLookup.pricing, ); - if (cacheSimulation.cacheHits > 0) { - console.log("\nšŸ“Š Cache Simulation (if enabled):"); + if (cacheSimulation.cacheHits > 0 || cacheSimulation.cacheableTokens > 0) { + console.log("\nšŸ“Š Cache Simulation (estimated with prompt caching):"); console.log("─".repeat(50)); console.log( - `Cacheable tokens: ${cacheSimulation.cacheableTokens.toLocaleString()} (from initial prompts)`, + `Cacheable tokens (step 1): ${cacheSimulation.cacheableTokens.toLocaleString()}`, ); console.log( - `Cache hits: ${cacheSimulation.cacheHits.toLocaleString()} (subsequent steps)`, + `Cache hits (subsequent steps): ${cacheSimulation.cacheHits.toLocaleString()}`, ); console.log( - `Simulated cost with cache: ${formatCost(cacheSimulation.simulatedCostWithCache)}`, + `Cache writes (new tokens): ${cacheSimulation.cacheWriteTokens.toLocaleString()}`, ); + console.log( + `Estimated cost with cache: ${formatCost(cacheSimulation.simulatedCostWithCache)}`, + ); + const savings = totalCost.totalCost - cacheSimulation.simulatedCostWithCache; + const savingsPercent = (savings / totalCost.totalCost) * 100; + if (savings > 0) { + console.log( + `Potential savings: ${formatCost(savings)} (${savingsPercent.toFixed(1)}%)`, + ); + } } } diff --git a/lib/pricing.test.ts b/lib/pricing.test.ts index 360a8db..8ebb0c3 100644 --- a/lib/pricing.test.ts +++ b/lib/pricing.test.ts @@ -7,12 +7,13 @@ import { formatCost, formatMTokCost, getModelPricingDisplay, + type ModelPricing, + type GatewayModel, } from "./pricing.ts"; -import type { GatewayLanguageModelEntry } from "@ai-sdk/gateway"; describe("extractPricingFromGatewayModel", () => { it("should extract pricing from a gateway model with all fields", () => { - const model: GatewayLanguageModelEntry = { + const model: GatewayModel = { id: "anthropic/claude-opus-4.5", name: "Claude Opus 4.5", pricing: { @@ -21,11 +22,6 @@ describe("extractPricingFromGatewayModel", () => { cachedInputTokens: "0.0000005", cacheCreationInputTokens: "0.00000625", }, - specification: { - specificationVersion: "v2", - provider: "anthropic", - modelId: "claude-opus-4.5", - }, modelType: "language", }; @@ -39,18 +35,13 @@ describe("extractPricingFromGatewayModel", () => { }); it("should extract pricing with only input and output", () => { - const model: GatewayLanguageModelEntry = { + const model: GatewayModel = { id: "openai/gpt-4o", name: "GPT-4o", pricing: { input: "0.000003", output: "0.000015", }, - specification: { - specificationVersion: "v2", - provider: "openai", - modelId: "gpt-4o", - }, modelType: "language", }; @@ -60,17 +51,13 @@ describe("extractPricingFromGatewayModel", () => { expect(pricing!.inputCostPerToken).toBe(0.000003); expect(pricing!.outputCostPerToken).toBe(0.000015); expect(pricing!.cacheReadInputTokenCost).toBeUndefined(); + expect(pricing!.cacheCreationInputTokenCost).toBeUndefined(); }); it("should return null for model without pricing", () => { - const model: GatewayLanguageModelEntry = { + const model: GatewayModel = { id: "local/model", name: "Local Model", - specification: { - specificationVersion: "v2", - provider: "local", - modelId: "model", - }, modelType: "language", }; @@ -79,17 +66,12 @@ describe("extractPricingFromGatewayModel", () => { }); it("should throw error for model with empty pricing object", () => { - const model = { + const model: GatewayModel = { id: "local/model", name: "Local Model", - pricing: {} as any, - specification: { - specificationVersion: "v2", - provider: "local", - modelId: "model", - }, + pricing: {}, modelType: "language", - } as GatewayLanguageModelEntry; + }; expect(() => extractPricingFromGatewayModel(model)).toThrowError( /Invalid pricing/, @@ -97,18 +79,13 @@ describe("extractPricingFromGatewayModel", () => { }); it("should throw error for invalid pricing values", () => { - const model: GatewayLanguageModelEntry = { + const model: GatewayModel = { id: "test/model", name: "Test Model", pricing: { input: "invalid", output: "0.000015", }, - specification: { - specificationVersion: "v2", - provider: "test", - modelId: "model", - }, modelType: "language", }; @@ -120,37 +97,22 @@ describe("extractPricingFromGatewayModel", () => { describe("buildPricingMap", () => { it("should build a map from gateway models", () => { - const models: GatewayLanguageModelEntry[] = [ + const models: GatewayModel[] = [ { id: "anthropic/claude-sonnet-4", name: "Claude Sonnet 4", pricing: { input: "0.000003", output: "0.000015" }, - specification: { - specificationVersion: "v2", - provider: "anthropic", - modelId: "claude-sonnet-4", - }, modelType: "language", }, { id: "openai/gpt-4o", name: "GPT-4o", pricing: { input: "0.000005", output: "0.000015" }, - specification: { - specificationVersion: "v2", - provider: "openai", - modelId: "gpt-4o", - }, modelType: "language", }, { id: "local/model", name: "Local Model", - specification: { - specificationVersion: "v2", - provider: "local", - modelId: "model", - }, modelType: "language", }, ]; @@ -166,16 +128,11 @@ describe("buildPricingMap", () => { describe("lookupPricingFromMap", () => { it("should return pricing lookup for existing model", () => { - const models: GatewayLanguageModelEntry[] = [ + const models: GatewayModel[] = [ { id: "anthropic/claude-sonnet-4", name: "Claude Sonnet 4", pricing: { input: "0.000003", output: "0.000015" }, - specification: { - specificationVersion: "v2", - provider: "anthropic", - modelId: "claude-sonnet-4", - }, modelType: "language", }, ]; @@ -196,15 +153,15 @@ describe("lookupPricingFromMap", () => { }); describe("calculateCost", () => { - const basePricing = { + const basePricing: ModelPricing = { inputCostPerToken: 0.000003, // $3 per MTok outputCostPerToken: 0.000015, // $15 per MTok - } satisfies NonNullable>; + }; - const pricingWithCache = { + const pricingWithCache: ModelPricing = { ...basePricing, cacheReadInputTokenCost: 0.0000003, // $0.30 per MTok (10% of input) - } satisfies NonNullable>; + }; describe("basic cost calculation", () => { it("should calculate cost with no cached tokens", () => { @@ -216,6 +173,7 @@ describe("calculateCost", () => { expect(result.inputCost).toBe(0.003); // 1000 * $3/MTok expect(result.outputCost).toBeCloseTo(0.0075); // 500 * $15/MTok expect(result.cacheReadCost).toBe(0); + expect(result.cacheCreationCost).toBe(0); expect(result.totalCost).toBe(0.0105); }); @@ -267,6 +225,7 @@ describe("calculateCost", () => { expect(result.inputCost).toBe(0); expect(result.outputCost).toBe(0); expect(result.cacheReadCost).toBe(0); + expect(result.cacheCreationCost).toBe(0); expect(result.totalCost).toBe(0); }); @@ -279,10 +238,10 @@ describe("calculateCost", () => { }); it("should handle pricing with zero costs", () => { - const freePricing = { + const freePricing: ModelPricing = { inputCostPerToken: 0, outputCostPerToken: 0, - } satisfies NonNullable>; + }; const result = calculateCost(freePricing, 1000, 500, 0); expect(result.totalCost).toBe(0); @@ -335,37 +294,55 @@ describe("formatMTokCost", () => { describe("getModelPricingDisplay", () => { it("should convert per-token costs to per-MTok", () => { - const pricing = { + const pricing: ModelPricing = { inputCostPerToken: 0.000003, // $3 per MTok outputCostPerToken: 0.000015, // $15 per MTok - } satisfies NonNullable>; + }; const display = getModelPricingDisplay(pricing); expect(display.inputCostPerMTok).toBe(3); expect(display.outputCostPerMTok).toBe(15); expect(display.cacheReadCostPerMTok).toBeUndefined(); + expect(display.cacheCreationCostPerMTok).toBeUndefined(); }); it("should include cache read cost when available", () => { - const pricing = { + const pricing: ModelPricing = { + inputCostPerToken: 0.000003, + outputCostPerToken: 0.000015, + cacheReadInputTokenCost: 0.0000003, // $0.30 per MTok + }; + + const display = getModelPricingDisplay(pricing); + + expect(display.inputCostPerMTok).toBe(3); + expect(display.outputCostPerMTok).toBe(15); + expect(display.cacheReadCostPerMTok).toBe(0.3); + expect(display.cacheCreationCostPerMTok).toBeUndefined(); + }); + + it("should include cache creation cost when available", () => { + const pricing: ModelPricing = { inputCostPerToken: 0.000003, outputCostPerToken: 0.000015, cacheReadInputTokenCost: 0.0000003, // $0.30 per MTok - } satisfies NonNullable>; + cacheCreationInputTokenCost: 0.00000375, // $3.75 per MTok + }; const display = getModelPricingDisplay(pricing); expect(display.inputCostPerMTok).toBe(3); expect(display.outputCostPerMTok).toBe(15); expect(display.cacheReadCostPerMTok).toBe(0.3); + expect(display.cacheCreationCostPerMTok).toBe(3.75); }); it("should handle zero costs", () => { - const pricing = { + const pricing: ModelPricing = { inputCostPerToken: 0, outputCostPerToken: 0, - } satisfies NonNullable>; + }; const display = getModelPricingDisplay(pricing); @@ -374,11 +351,11 @@ describe("getModelPricingDisplay", () => { }); it("should preserve explicit zero cost for cache read", () => { - const pricing = { + const pricing: ModelPricing = { inputCostPerToken: 0.000003, outputCostPerToken: 0.000015, cacheReadInputTokenCost: 0, - } satisfies NonNullable>; + }; const display = getModelPricingDisplay(pricing); diff --git a/lib/report-template.ts b/lib/report-template.ts index 2290a44..2dfbe88 100644 --- a/lib/report-template.ts +++ b/lib/report-template.ts @@ -257,6 +257,16 @@ function renderPricingSection(data: MultiTestResultData) { ? `${escapeHtml(pricingKey)}` : ""; + const cacheReadText = + pricing.cacheReadCostPerMTok !== undefined + ? `Ā·${formatMTokCost(pricing.cacheReadCostPerMTok)}/MTok cache read` + : ""; + + const cacheWriteText = + pricing.cacheCreationCostPerMTok !== undefined + ? `Ā·${formatMTokCost(pricing.cacheCreationCostPerMTok)}/MTok cache write` + : ""; + pricingInfoHtml = `
    Model Pricing: @@ -264,7 +274,8 @@ function renderPricingSection(data: MultiTestResultData) { ${formatMTokCost(pricing.inputCostPerMTok)}/MTok in Ā· ${formatMTokCost(pricing.outputCostPerMTok)}/MTok out - ${pricing.cacheReadCostPerMTok !== undefined ? `Ā·${formatMTokCost(pricing.cacheReadCostPerMTok)}/MTok cached` : ""} + ${cacheReadText} + ${cacheWriteText}
    `; } @@ -278,9 +289,9 @@ function renderPricingSection(data: MultiTestResultData) { data.metadata.cacheSimulation && pricing?.cacheReadCostPerMTok !== undefined ? ` -
    - Total cost with prompt cache (estimate): - ${data.metadata.cacheSimulation.cacheableTokens.toLocaleString()} cacheable Ɨ ${data.metadata.cacheSimulation.cacheHits} hits +
    + Estimated cost with prompt cache: + ${data.metadata.cacheSimulation.cacheableTokens.toLocaleString()} base + ${data.metadata.cacheSimulation.cacheHits.toLocaleString()} hits + ${data.metadata.cacheSimulation.cacheWriteTokens.toLocaleString()} writes ${formatCost(data.metadata.cacheSimulation.simulatedCostWithCache)}
    ` @@ -302,7 +313,7 @@ function renderPricingSection(data: MultiTestResultData) { totalCost.cachedInputTokens > 0 ? `
    - Cached tokens: + Cached tokens (read): ${totalCost.cachedInputTokens.toLocaleString()} ⚔ ${formatCost(totalCost.cacheReadCost)}
    @@ -399,7 +410,7 @@ function getPricingStyles() { .cost-row { display: grid; - grid-template-columns: 120px 1fr auto; + grid-template-columns: 200px 1fr auto; gap: 8px; align-items: center; font-size: 13px; @@ -409,6 +420,14 @@ function getPricingStyles() { color: var(--text-muted); } + .cost-row.simulated { + margin-top: 8px; + padding-top: 8px; + border-top: 1px dashed var(--border); + color: var(--text-muted); + font-style: italic; + } + .cost-row.total { margin-top: 8px; padding-top: 8px; @@ -420,10 +439,6 @@ function getPricingStyles() { color: var(--text-muted); } - .cost-label.cached { - font-size: 10px; - } - .cost-row.total .cost-label { color: var(--text); } @@ -444,6 +459,10 @@ function getPricingStyles() { color: var(--success); font-size: 15px; } + + .cost-row.simulated .cost-value { + color: var(--mcp-enabled); + } `; } diff --git a/lib/utils.test.ts b/lib/utils.test.ts index 7ec2172..9e7303a 100644 --- a/lib/utils.test.ts +++ b/lib/utils.test.ts @@ -5,7 +5,7 @@ import { calculateTotalCost, simulateCacheSavings, } from "./utils.ts"; -import { extractPricingFromGatewayModel } from "./pricing.ts"; +import type { ModelPricing } from "./pricing.ts"; import type { SingleTestResult } from "./report.ts"; describe("sanitizeModelName", () => { @@ -105,11 +105,11 @@ describe("getTimestampedFilename", () => { }); describe("calculateTotalCost", () => { - const pricing = { + const pricing: ModelPricing = { inputCostPerToken: 1.0 / 1_000_000, outputCostPerToken: 2.0 / 1_000_000, cacheReadInputTokenCost: 0.1 / 1_000_000, - } satisfies NonNullable>; + }; it("calculates zero cost for empty results", () => { const tests: SingleTestResult[] = []; @@ -119,6 +119,7 @@ describe("calculateTotalCost", () => { inputCost: 0, outputCost: 0, cacheReadCost: 0, + cacheCreationCost: 0, totalCost: 0, inputTokens: 0, outputTokens: 0, @@ -184,6 +185,7 @@ describe("calculateTotalCost", () => { inputCost: 0.00057, outputCost: 0.0006, cacheReadCost: 0.000003, + cacheCreationCost: 0, totalCost: 0.001173, inputTokens: 600, outputTokens: 300, @@ -192,11 +194,14 @@ describe("calculateTotalCost", () => { }); }); -describe("simulateCacheSavings", () => { - const basicPricing = { +describe("simulateCacheSavings - growing prefix model", () => { + // Default pricing: input=$1/MTok, output=$2/MTok + // Default cache read: 10% of input = $0.10/MTok + // Default cache write: 125% of input = $1.25/MTok + const basicPricing: ModelPricing = { inputCostPerToken: 1.0 / 1_000_000, outputCostPerToken: 2.0 / 1_000_000, - } satisfies NonNullable>; + }; it("returns zeros for empty tests array", () => { const tests: SingleTestResult[] = []; @@ -206,6 +211,7 @@ describe("simulateCacheSavings", () => { simulatedCostWithCache: 0, cacheableTokens: 0, cacheHits: 0, + cacheWriteTokens: 0, }); }); @@ -230,22 +236,15 @@ describe("simulateCacheSavings", () => { const result = simulateCacheSavings(tests, basicPricing); - // With only 1 step, there are 0 cache hits - // Cacheable tokens = 1000 - // Cache hits = 0 - // Actual cost = (1000 * 1e-6) + (500 * 2e-6) = 0.001 + 0.001 = 0.002 - // Cache write cost = 1000 * (1.25e-6 - 1e-6) = 1000 * 0.25e-6 = 0.00025 - // Cache savings = 1000 * 0 * (1e-6 - 0.1e-6) = 0 - // Simulated cost = 0.002 - 0 + 0.00025 = 0.00225 - // Potential savings = 0.002 - 0.00225 = -0.00025 (negative savings) - // Savings percentage = -0.00025 / 0.002 * 100 = -12.5 - + // Step 1: 1000 input tokens at cache write rate (1.25/MTok) + 500 output at $2/MTok + // Simulated cost = 1000 * 1.25e-6 + 500 * 2e-6 = 0.00125 + 0.001 = 0.00225 expect(result.cacheableTokens).toBe(1000); expect(result.cacheHits).toBe(0); + expect(result.cacheWriteTokens).toBe(1000); expect(result.simulatedCostWithCache).toBeCloseTo(0.00225, 6); }); - it("calculates savings for single test with multiple steps", () => { + it("calculates savings for single test with multiple steps - growing prefix", () => { const tests: SingleTestResult[] = [ { testName: "test1", @@ -262,14 +261,14 @@ describe("simulateCacheSavings", () => { } as any, { usage: { - inputTokens: 1000, + inputTokens: 1500, outputTokens: 300, cachedInputTokens: 0, }, } as any, { usage: { - inputTokens: 1000, + inputTokens: 2000, outputTokens: 400, cachedInputTokens: 0, }, @@ -280,23 +279,22 @@ describe("simulateCacheSavings", () => { const result = simulateCacheSavings(tests, basicPricing); - // Cacheable tokens = 1000 (from step 1) - // Cache hits = 2 (steps 2 and 3) - // Actual cost = (3000 * 1e-6) + (900 * 2e-6) = 0.003 + 0.0018 = 0.0048 - // Cache read rate = 0.1 * 1e-6 - // Cache write rate = 1.25 * 1e-6 - // Cache savings = 1000 * 2 * (1e-6 - 0.1e-6) = 2000 * 0.9e-6 = 0.0018 - // Cache write cost = 1000 * (1.25e-6 - 1e-6) = 1000 * 0.25e-6 = 0.00025 - // Simulated cost = 0.0048 - 0.0018 + 0.00025 = 0.00325 - // Potential savings = 0.0048 - 0.00325 = 0.00155 - // Savings percentage = 0.00155 / 0.0048 * 100 = 32.291... - - expect(result.cacheableTokens).toBe(1000); - expect(result.cacheHits).toBe(2); - expect(result.simulatedCostWithCache).toBeCloseTo(0.00325, 6); + // Growing prefix model: + // Step 1: 1000 tokens → write all to cache + // Cost: 1000 * 1.25e-6 + 200 * 2e-6 = 0.00125 + 0.0004 = 0.00165 + // Step 2: 1500 tokens → 1000 cached (read), 500 new (write) + // Cost: 1000 * 0.1e-6 + 500 * 1.25e-6 + 300 * 2e-6 = 0.0001 + 0.000625 + 0.0006 = 0.001325 + // Step 3: 2000 tokens → 1500 cached (read), 500 new (write) + // Cost: 1500 * 0.1e-6 + 500 * 1.25e-6 + 400 * 2e-6 = 0.00015 + 0.000625 + 0.0008 = 0.001575 + // Total simulated: 0.00165 + 0.001325 + 0.001575 = 0.00455 + + expect(result.cacheableTokens).toBe(1000); // Step 1 input + expect(result.cacheHits).toBe(1000 + 1500); // 1000 from step 2 + 1500 from step 3 + expect(result.cacheWriteTokens).toBe(1000 + 500 + 500); // 1000 step1 + 500 step2 + 500 step3 + expect(result.simulatedCostWithCache).toBeCloseTo(0.00455, 6); }); - it("aggregates across multiple tests", () => { + it("aggregates across multiple tests with cache reset per test", () => { const tests: SingleTestResult[] = [ { testName: "test1", @@ -313,7 +311,7 @@ describe("simulateCacheSavings", () => { } as any, { usage: { - inputTokens: 500, + inputTokens: 800, outputTokens: 100, cachedInputTokens: 0, }, @@ -328,21 +326,21 @@ describe("simulateCacheSavings", () => { steps: [ { usage: { - inputTokens: 800, + inputTokens: 600, outputTokens: 200, cachedInputTokens: 0, }, } as any, { usage: { - inputTokens: 800, + inputTokens: 900, outputTokens: 200, cachedInputTokens: 0, }, } as any, { usage: { - inputTokens: 800, + inputTokens: 1200, outputTokens: 200, cachedInputTokens: 0, }, @@ -353,16 +351,32 @@ describe("simulateCacheSavings", () => { const result = simulateCacheSavings(tests, basicPricing); - // Test 1: cacheable = 500, hits = 1 - // Test 2: cacheable = 800, hits = 2 - // Total cacheable = 1300, total hits = 3 - expect(result.cacheableTokens).toBe(1300); - expect(result.cacheHits).toBe(3); - - // Cache savings = 1300 * 3 * (1e-6 - 0.1e-6) = 3900 * 0.9e-6 = 0.00351 - // Cache write cost = 1300 * 0.25e-6 = 0.000325 - // Simulated cost = 0.0050 - 0.00351 + 0.000325 = 0.001815 - expect(result.simulatedCostWithCache).toBeCloseTo(0.001815, 6); + // Test 1: + // Step 1: 500 write, 100 output + // Step 2: 500 read, 300 write, 100 output + // Cacheable: 500, Hits: 500, Writes: 500 + 300 = 800 + // + // Test 2: + // Step 1: 600 write, 200 output + // Step 2: 600 read, 300 write, 200 output + // Step 3: 900 read, 300 write, 200 output + // Cacheable: 600, Hits: 600 + 900 = 1500, Writes: 600 + 300 + 300 = 1200 + + // Total: cacheable = 500 + 600 = 1100, hits = 500 + 1500 = 2000, writes = 800 + 1200 = 2000 + + expect(result.cacheableTokens).toBe(1100); + expect(result.cacheHits).toBe(2000); + expect(result.cacheWriteTokens).toBe(2000); + + // Calculate expected cost manually: + // Test 1 Step 1: 500 * 1.25e-6 + 100 * 2e-6 = 0.000625 + 0.0002 = 0.000825 + // Test 1 Step 2: 500 * 0.1e-6 + 300 * 1.25e-6 + 100 * 2e-6 = 0.00005 + 0.000375 + 0.0002 = 0.000625 + // Test 2 Step 1: 600 * 1.25e-6 + 200 * 2e-6 = 0.00075 + 0.0004 = 0.00115 + // Test 2 Step 2: 600 * 0.1e-6 + 300 * 1.25e-6 + 200 * 2e-6 = 0.00006 + 0.000375 + 0.0004 = 0.000835 + // Test 2 Step 3: 900 * 0.1e-6 + 300 * 1.25e-6 + 200 * 2e-6 = 0.00009 + 0.000375 + 0.0004 = 0.000865 + // Total: 0.000825 + 0.000625 + 0.00115 + 0.000835 + 0.000865 = 0.0043 + + expect(result.simulatedCostWithCache).toBeCloseTo(0.0043, 6); }); it("skips tests with empty steps array", () => { @@ -396,15 +410,16 @@ describe("simulateCacheSavings", () => { // Only test2 should be counted expect(result.cacheableTokens).toBe(1000); expect(result.cacheHits).toBe(0); + expect(result.cacheWriteTokens).toBe(1000); }); it("uses custom cache pricing when provided", () => { - const customPricing = { + const customPricing: ModelPricing = { inputCostPerToken: 1.0 / 1_000_000, outputCostPerToken: 2.0 / 1_000_000, cacheReadInputTokenCost: 0.05 / 1_000_000, // 5% instead of default 10% cacheCreationInputTokenCost: 1.5 / 1_000_000, // 150% instead of default 125% - } satisfies NonNullable>; + }; const tests: SingleTestResult[] = [ { @@ -422,7 +437,7 @@ describe("simulateCacheSavings", () => { } as any, { usage: { - inputTokens: 1000, + inputTokens: 1500, outputTokens: 500, cachedInputTokens: 0, }, @@ -433,15 +448,53 @@ describe("simulateCacheSavings", () => { const result = simulateCacheSavings(tests, customPricing); - // Cacheable = 1000, hits = 1 - // Actual cost = (2000 * 1e-6) + (1000 * 2e-6) = 0.002 + 0.002 = 0.004 - // Cache read rate = 0.05e-6 (custom) - // Cache write rate = 1.5e-6 (custom) - // Cache savings = 1000 * 1 * (1e-6 - 0.05e-6) = 1000 * 0.95e-6 = 0.00095 - // Cache write cost = 1000 * (1.5e-6 - 1e-6) = 1000 * 0.5e-6 = 0.0005 - // Simulated cost = 0.004 - 0.00095 + 0.0005 = 0.00355 + // Step 1: 1000 write at $1.50/MTok + 500 output at $2/MTok + // = 1000 * 1.5e-6 + 500 * 2e-6 = 0.0015 + 0.001 = 0.0025 + // Step 2: 1000 read at $0.05/MTok + 500 write at $1.50/MTok + 500 output at $2/MTok + // = 1000 * 0.05e-6 + 500 * 1.5e-6 + 500 * 2e-6 = 0.00005 + 0.00075 + 0.001 = 0.0018 + // Total: 0.0025 + 0.0018 = 0.0043 + + expect(result.cacheableTokens).toBe(1000); + expect(result.cacheHits).toBe(1000); + expect(result.cacheWriteTokens).toBe(1000 + 500); + expect(result.simulatedCostWithCache).toBeCloseTo(0.0043, 6); + }); + + it("handles input tokens decreasing between steps (edge case)", () => { + const tests: SingleTestResult[] = [ + { + testName: "test1", + prompt: "p1", + resultWriteContent: null, + verification: {} as any, + steps: [ + { + usage: { + inputTokens: 1000, + outputTokens: 100, + cachedInputTokens: 0, + }, + } as any, + { + usage: { + inputTokens: 800, // Less than step 1 (unusual but possible) + outputTokens: 100, + cachedInputTokens: 0, + }, + } as any, + ], + }, + ]; + + const result = simulateCacheSavings(tests, basicPricing); + + // Step 1: 1000 write + // Step 2: 1000 read (previous step), 0 new write (800 - 1000 = -200 → clamped to 0) + // This tests the Math.max(0, newPortion) behavior - expect(result.simulatedCostWithCache).toBeCloseTo(0.00355, 6); + expect(result.cacheableTokens).toBe(1000); + expect(result.cacheHits).toBe(1000); // Still reads full previous prefix + expect(result.cacheWriteTokens).toBe(1000); // Only step 1 writes }); it("handles zero actual cost edge case", () => { @@ -466,5 +519,61 @@ describe("simulateCacheSavings", () => { const result = simulateCacheSavings(tests, basicPricing); expect(result.simulatedCostWithCache).toBe(0); + expect(result.cacheableTokens).toBe(0); + expect(result.cacheHits).toBe(0); + expect(result.cacheWriteTokens).toBe(0); + }); + + it("compares favorably to actual cost for multi-step tests", () => { + const tests: SingleTestResult[] = [ + { + testName: "test1", + prompt: "p1", + resultWriteContent: null, + verification: {} as any, + steps: [ + { + usage: { + inputTokens: 1000, + outputTokens: 100, + cachedInputTokens: 0, + }, + } as any, + { + usage: { + inputTokens: 1200, + outputTokens: 100, + cachedInputTokens: 0, + }, + } as any, + { + usage: { + inputTokens: 1400, + outputTokens: 100, + cachedInputTokens: 0, + }, + } as any, + ], + }, + ]; + + const result = simulateCacheSavings(tests, basicPricing); + + // Actual cost (no caching): + // Input: (1000 + 1200 + 1400) * 1e-6 = 3600 * 1e-6 = 0.0036 + // Output: (100 + 100 + 100) * 2e-6 = 300 * 2e-6 = 0.0006 + // Total actual: 0.0042 + + const actualCost = 0.0042; + + // Simulated should be less than actual for multi-step scenarios + expect(result.simulatedCostWithCache).toBeLessThan(actualCost); + + // Calculate savings + const savings = actualCost - result.simulatedCostWithCache; + const savingsPercent = (savings / actualCost) * 100; + + // Should have meaningful savings (>10% for this scenario) + expect(savingsPercent).toBeGreaterThan(10); }); }); From 34db03563805252c51270f6e3317d58eef549a1b Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Sat, 13 Dec 2025 00:33:35 +0100 Subject: [PATCH 16/25] fix hanges --- index.ts | 12 +++--- lib/pricing.test.ts | 98 ++++++++++++++++++++++++++++++++------------- lib/pricing.ts | 83 +++++++++----------------------------- lib/report.ts | 4 +- lib/utils.test.ts | 14 +++---- lib/utils.ts | 12 ++---- 6 files changed, 110 insertions(+), 113 deletions(-) diff --git a/index.ts b/index.ts index 8928908..b3b5ef7 100644 --- a/index.ts +++ b/index.ts @@ -25,8 +25,6 @@ import { getModelPricingDisplay, formatCost, formatMTokCost, - type ModelPricingLookup, - type GatewayModel, } from "./lib/pricing.ts"; import type { LanguageModel } from "ai"; import { @@ -43,9 +41,12 @@ import { gateway } from "ai"; async function validateAndConfirmPricing( models: string[], - pricingMap: Map, + pricingMap: ReturnType, ) { - const lookups = new Map(); + const lookups = new Map< + string, + ReturnType + >(); for (const modelId of models) { const lookup = lookupPricingFromMap(modelId, pricingMap); @@ -137,8 +138,7 @@ async function selectOptions() { const available_models = await gateway.getAvailableModels(); - const gatewayModels = available_models.models as GatewayModel[]; - const pricingMap = buildPricingMap(gatewayModels); + const pricingMap = buildPricingMap(available_models.models); const models = await multiselect({ message: "Select model(s) to benchmark", diff --git a/lib/pricing.test.ts b/lib/pricing.test.ts index 8ebb0c3..e0f6271 100644 --- a/lib/pricing.test.ts +++ b/lib/pricing.test.ts @@ -7,13 +7,12 @@ import { formatCost, formatMTokCost, getModelPricingDisplay, - type ModelPricing, - type GatewayModel, } from "./pricing.ts"; +import type { GatewayLanguageModelEntry } from "@ai-sdk/gateway"; describe("extractPricingFromGatewayModel", () => { it("should extract pricing from a gateway model with all fields", () => { - const model: GatewayModel = { + const model: GatewayLanguageModelEntry = { id: "anthropic/claude-opus-4.5", name: "Claude Opus 4.5", pricing: { @@ -22,6 +21,11 @@ describe("extractPricingFromGatewayModel", () => { cachedInputTokens: "0.0000005", cacheCreationInputTokens: "0.00000625", }, + specification: { + specificationVersion: "v2", + provider: "anthropic", + modelId: "claude-opus-4.5", + }, modelType: "language", }; @@ -35,13 +39,18 @@ describe("extractPricingFromGatewayModel", () => { }); it("should extract pricing with only input and output", () => { - const model: GatewayModel = { + const model: GatewayLanguageModelEntry = { id: "openai/gpt-4o", name: "GPT-4o", pricing: { input: "0.000003", output: "0.000015", }, + specification: { + specificationVersion: "v2", + provider: "openai", + modelId: "gpt-4o", + }, modelType: "language", }; @@ -55,9 +64,14 @@ describe("extractPricingFromGatewayModel", () => { }); it("should return null for model without pricing", () => { - const model: GatewayModel = { + const model: GatewayLanguageModelEntry = { id: "local/model", name: "Local Model", + specification: { + specificationVersion: "v2", + provider: "local", + modelId: "model", + }, modelType: "language", }; @@ -66,12 +80,17 @@ describe("extractPricingFromGatewayModel", () => { }); it("should throw error for model with empty pricing object", () => { - const model: GatewayModel = { + const model = { id: "local/model", name: "Local Model", - pricing: {}, + pricing: {} as any, + specification: { + specificationVersion: "v2", + provider: "local", + modelId: "model", + }, modelType: "language", - }; + } as GatewayLanguageModelEntry; expect(() => extractPricingFromGatewayModel(model)).toThrowError( /Invalid pricing/, @@ -79,13 +98,18 @@ describe("extractPricingFromGatewayModel", () => { }); it("should throw error for invalid pricing values", () => { - const model: GatewayModel = { + const model: GatewayLanguageModelEntry = { id: "test/model", name: "Test Model", pricing: { input: "invalid", output: "0.000015", }, + specification: { + specificationVersion: "v2", + provider: "test", + modelId: "model", + }, modelType: "language", }; @@ -97,22 +121,37 @@ describe("extractPricingFromGatewayModel", () => { describe("buildPricingMap", () => { it("should build a map from gateway models", () => { - const models: GatewayModel[] = [ + const models: GatewayLanguageModelEntry[] = [ { id: "anthropic/claude-sonnet-4", name: "Claude Sonnet 4", pricing: { input: "0.000003", output: "0.000015" }, + specification: { + specificationVersion: "v2", + provider: "anthropic", + modelId: "claude-sonnet-4", + }, modelType: "language", }, { id: "openai/gpt-4o", name: "GPT-4o", pricing: { input: "0.000005", output: "0.000015" }, + specification: { + specificationVersion: "v2", + provider: "openai", + modelId: "gpt-4o", + }, modelType: "language", }, { id: "local/model", name: "Local Model", + specification: { + specificationVersion: "v2", + provider: "local", + modelId: "model", + }, modelType: "language", }, ]; @@ -128,11 +167,16 @@ describe("buildPricingMap", () => { describe("lookupPricingFromMap", () => { it("should return pricing lookup for existing model", () => { - const models: GatewayModel[] = [ + const models: GatewayLanguageModelEntry[] = [ { id: "anthropic/claude-sonnet-4", name: "Claude Sonnet 4", pricing: { input: "0.000003", output: "0.000015" }, + specification: { + specificationVersion: "v2", + provider: "anthropic", + modelId: "claude-sonnet-4", + }, modelType: "language", }, ]; @@ -153,15 +197,15 @@ describe("lookupPricingFromMap", () => { }); describe("calculateCost", () => { - const basePricing: ModelPricing = { + const basePricing = { inputCostPerToken: 0.000003, // $3 per MTok outputCostPerToken: 0.000015, // $15 per MTok - }; + } satisfies NonNullable>; - const pricingWithCache: ModelPricing = { + const pricingWithCache = { ...basePricing, cacheReadInputTokenCost: 0.0000003, // $0.30 per MTok (10% of input) - }; + } satisfies NonNullable>; describe("basic cost calculation", () => { it("should calculate cost with no cached tokens", () => { @@ -238,10 +282,10 @@ describe("calculateCost", () => { }); it("should handle pricing with zero costs", () => { - const freePricing: ModelPricing = { + const freePricing = { inputCostPerToken: 0, outputCostPerToken: 0, - }; + } satisfies NonNullable>; const result = calculateCost(freePricing, 1000, 500, 0); expect(result.totalCost).toBe(0); @@ -294,10 +338,10 @@ describe("formatMTokCost", () => { describe("getModelPricingDisplay", () => { it("should convert per-token costs to per-MTok", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 0.000003, // $3 per MTok outputCostPerToken: 0.000015, // $15 per MTok - }; + } satisfies NonNullable>; const display = getModelPricingDisplay(pricing); @@ -308,11 +352,11 @@ describe("getModelPricingDisplay", () => { }); it("should include cache read cost when available", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 0.000003, outputCostPerToken: 0.000015, cacheReadInputTokenCost: 0.0000003, // $0.30 per MTok - }; + } satisfies NonNullable>; const display = getModelPricingDisplay(pricing); @@ -323,12 +367,12 @@ describe("getModelPricingDisplay", () => { }); it("should include cache creation cost when available", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 0.000003, outputCostPerToken: 0.000015, cacheReadInputTokenCost: 0.0000003, // $0.30 per MTok cacheCreationInputTokenCost: 0.00000375, // $3.75 per MTok - }; + } satisfies NonNullable>; const display = getModelPricingDisplay(pricing); @@ -339,10 +383,10 @@ describe("getModelPricingDisplay", () => { }); it("should handle zero costs", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 0, outputCostPerToken: 0, - }; + } satisfies NonNullable>; const display = getModelPricingDisplay(pricing); @@ -351,11 +395,11 @@ describe("getModelPricingDisplay", () => { }); it("should preserve explicit zero cost for cache read", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 0.000003, outputCostPerToken: 0.000015, cacheReadInputTokenCost: 0, - }; + } satisfies NonNullable>; const display = getModelPricingDisplay(pricing); diff --git a/lib/pricing.ts b/lib/pricing.ts index 976381e..44b5e61 100644 --- a/lib/pricing.ts +++ b/lib/pricing.ts @@ -1,61 +1,8 @@ -export interface ModelPricing { - inputCostPerToken: number; - outputCostPerToken: number; - cacheReadInputTokenCost?: number; - cacheCreationInputTokenCost?: number; -} - -export interface CostCalculation { - inputCost: number; - outputCost: number; - cacheReadCost: number; - cacheCreationCost: number; - totalCost: number; - inputTokens: number; - outputTokens: number; - cachedInputTokens: number; -} - -export interface CacheSimulation { - simulatedCostWithCache: number; - cacheableTokens: number; - cacheHits: number; - cacheWriteTokens: number; -} - -export interface ModelPricingDisplay { - inputCostPerMTok: number; - outputCostPerMTok: number; - cacheReadCostPerMTok?: number; - cacheCreationCostPerMTok?: number; -} - -export interface ModelPricingLookup { - pricing: ModelPricing; - matchedKey: string; -} - -export interface GatewayPricing { - input?: string; - output?: string; - cachedInputTokens?: string; - cacheCreationInputTokens?: string; -} - -export interface GatewayModel { - id: string; - name: string; - description?: string; - pricing?: GatewayPricing; - specification?: { - specificationVersion: string; - provider: string; - modelId: string; - }; - modelType: string; -} +import type { GatewayLanguageModelEntry } from "@ai-sdk/gateway"; -export function extractPricingFromGatewayModel(model: GatewayModel) { +export function extractPricingFromGatewayModel( + model: GatewayLanguageModelEntry, +) { if (!model.pricing) { return null; } @@ -71,9 +18,14 @@ export function extractPricingFromGatewayModel(model: GatewayModel) { ); } - const result: ModelPricing = { + const result = { inputCostPerToken: inputCost, outputCostPerToken: outputCost, + } as { + inputCostPerToken: number; + outputCostPerToken: number; + cacheReadInputTokenCost?: number; + cacheCreationInputTokenCost?: number; }; if (pricing.cachedInputTokens) { @@ -93,8 +45,11 @@ export function extractPricingFromGatewayModel(model: GatewayModel) { return result; } -export function buildPricingMap(models: GatewayModel[]) { - const map = new Map(); +export function buildPricingMap(models: GatewayLanguageModelEntry[]) { + const map = new Map< + string, + { pricing: NonNullable>; matchedKey: string } | null + >(); for (const model of models) { const pricing = extractPricingFromGatewayModel(model); @@ -113,12 +68,14 @@ export function buildPricingMap(models: GatewayModel[]) { export function lookupPricingFromMap( modelId: string, - pricingMap: Map, + pricingMap: ReturnType, ) { return pricingMap.get(modelId) ?? null; } -export function getModelPricingDisplay(pricing: ModelPricing) { +export function getModelPricingDisplay( + pricing: NonNullable>, +) { return { inputCostPerMTok: pricing.inputCostPerToken * 1_000_000, outputCostPerMTok: pricing.outputCostPerToken * 1_000_000, @@ -134,7 +91,7 @@ export function getModelPricingDisplay(pricing: ModelPricing) { } export function calculateCost( - pricing: ModelPricing, + pricing: NonNullable>, inputTokens: number, outputTokens: number, cachedInputTokens: number = 0, diff --git a/lib/report.ts b/lib/report.ts index 3ef61ef..61ce9c7 100644 --- a/lib/report.ts +++ b/lib/report.ts @@ -1,7 +1,7 @@ import { readFile, writeFile } from "node:fs/promises"; import type { TestVerificationResult } from "./output-test-runner.ts"; -import type { CacheSimulation } from "./pricing.ts"; import { generateMultiTestHtml } from "./report-template.ts"; +import type { simulateCacheSavings } from "./utils.ts"; interface TextBlock { type: "text"; @@ -93,7 +93,7 @@ interface Metadata { pricingKey?: string | null; pricing?: PricingInfo | null; totalCost?: TotalCostInfo | null; - cacheSimulation?: CacheSimulation | null; + cacheSimulation?: ReturnType | null; } export interface SingleTestResult { diff --git a/lib/utils.test.ts b/lib/utils.test.ts index 9e7303a..a2f132b 100644 --- a/lib/utils.test.ts +++ b/lib/utils.test.ts @@ -5,7 +5,7 @@ import { calculateTotalCost, simulateCacheSavings, } from "./utils.ts"; -import type { ModelPricing } from "./pricing.ts"; +import { extractPricingFromGatewayModel } from "./pricing.ts"; import type { SingleTestResult } from "./report.ts"; describe("sanitizeModelName", () => { @@ -105,11 +105,11 @@ describe("getTimestampedFilename", () => { }); describe("calculateTotalCost", () => { - const pricing: ModelPricing = { + const pricing = { inputCostPerToken: 1.0 / 1_000_000, outputCostPerToken: 2.0 / 1_000_000, cacheReadInputTokenCost: 0.1 / 1_000_000, - }; + } satisfies NonNullable>; it("calculates zero cost for empty results", () => { const tests: SingleTestResult[] = []; @@ -198,10 +198,10 @@ describe("simulateCacheSavings - growing prefix model", () => { // Default pricing: input=$1/MTok, output=$2/MTok // Default cache read: 10% of input = $0.10/MTok // Default cache write: 125% of input = $1.25/MTok - const basicPricing: ModelPricing = { + const basicPricing = { inputCostPerToken: 1.0 / 1_000_000, outputCostPerToken: 2.0 / 1_000_000, - }; + } satisfies NonNullable>; it("returns zeros for empty tests array", () => { const tests: SingleTestResult[] = []; @@ -414,12 +414,12 @@ describe("simulateCacheSavings - growing prefix model", () => { }); it("uses custom cache pricing when provided", () => { - const customPricing: ModelPricing = { + const customPricing = { inputCostPerToken: 1.0 / 1_000_000, outputCostPerToken: 2.0 / 1_000_000, cacheReadInputTokenCost: 0.05 / 1_000_000, // 5% instead of default 10% cacheCreationInputTokenCost: 1.5 / 1_000_000, // 150% instead of default 125% - }; + } satisfies NonNullable>; const tests: SingleTestResult[] = [ { diff --git a/lib/utils.ts b/lib/utils.ts index 0608078..ce5f612 100644 --- a/lib/utils.ts +++ b/lib/utils.ts @@ -1,8 +1,4 @@ -import { - calculateCost, - type ModelPricing, - type CacheSimulation, -} from "./pricing.ts"; +import { calculateCost, extractPricingFromGatewayModel } from "./pricing.ts"; import type { SingleTestResult } from "./report.ts"; import type { ModelMessage } from "@ai-sdk/provider-utils"; import type { TestDefinition } from "./test-discovery.ts"; @@ -59,7 +55,7 @@ export function extractResultWriteContent(steps: unknown[]) { export function calculateTotalCost( tests: SingleTestResult[], - pricing: ModelPricing, + pricing: NonNullable>, ) { let totalInputTokens = 0; let totalOutputTokens = 0; @@ -121,8 +117,8 @@ IMPORTANT: When you have finished implementing the component, use the ResultWrit */ export function simulateCacheSavings( tests: SingleTestResult[], - pricing: ModelPricing, -): CacheSimulation { + pricing: NonNullable>, +) { // Default rates if not specified: // - Cache read: 10% of input cost // - Cache creation: 125% of input cost (25% premium) From 771c4b9a581700bc58d9f091431b0b0b599d2967 Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Sat, 13 Dec 2025 15:50:30 +0100 Subject: [PATCH 17/25] wip --- lib/pricing.test.ts | 2 - lib/pricing.ts | 12 ++-- lib/report.ts | 1 - lib/utils.test.ts | 119 +++++++++++++++++++++++++++++++++++++++- lib/utils.ts | 130 +++++++++++++++++++++++++++++++++----------- 5 files changed, 219 insertions(+), 45 deletions(-) diff --git a/lib/pricing.test.ts b/lib/pricing.test.ts index e0f6271..492c8f5 100644 --- a/lib/pricing.test.ts +++ b/lib/pricing.test.ts @@ -217,7 +217,6 @@ describe("calculateCost", () => { expect(result.inputCost).toBe(0.003); // 1000 * $3/MTok expect(result.outputCost).toBeCloseTo(0.0075); // 500 * $15/MTok expect(result.cacheReadCost).toBe(0); - expect(result.cacheCreationCost).toBe(0); expect(result.totalCost).toBe(0.0105); }); @@ -269,7 +268,6 @@ describe("calculateCost", () => { expect(result.inputCost).toBe(0); expect(result.outputCost).toBe(0); expect(result.cacheReadCost).toBe(0); - expect(result.cacheCreationCost).toBe(0); expect(result.totalCost).toBe(0); }); diff --git a/lib/pricing.ts b/lib/pricing.ts index 44b5e61..948cf02 100644 --- a/lib/pricing.ts +++ b/lib/pricing.ts @@ -48,7 +48,10 @@ export function extractPricingFromGatewayModel( export function buildPricingMap(models: GatewayLanguageModelEntry[]) { const map = new Map< string, - { pricing: NonNullable>; matchedKey: string } | null + { + pricing: NonNullable>; + matchedKey: string; + } | null >(); for (const model of models) { @@ -107,18 +110,13 @@ export function calculateCost( ? cachedInputTokens * pricing.cacheReadInputTokenCost : 0; - // Cache creation cost is not tracked in actual usage - it's part of input cost - // This field is here for consistency but will be 0 for actual cost calculations - const cacheCreationCost = 0; - const outputCost = outputTokens * pricing.outputCostPerToken; return { inputCost, outputCost, cacheReadCost, - cacheCreationCost, - totalCost: inputCost + outputCost + cacheReadCost + cacheCreationCost, + totalCost: inputCost + outputCost + cacheReadCost, inputTokens, outputTokens, cachedInputTokens, diff --git a/lib/report.ts b/lib/report.ts index 61ce9c7..25b4bad 100644 --- a/lib/report.ts +++ b/lib/report.ts @@ -77,7 +77,6 @@ export interface TotalCostInfo { inputCost: number; outputCost: number; cacheReadCost: number; - cacheCreationCost: number; totalCost: number; inputTokens: number; outputTokens: number; diff --git a/lib/utils.test.ts b/lib/utils.test.ts index a2f132b..9c08aa0 100644 --- a/lib/utils.test.ts +++ b/lib/utils.test.ts @@ -4,6 +4,7 @@ import { getTimestampedFilename, calculateTotalCost, simulateCacheSavings, + TokenCache, } from "./utils.ts"; import { extractPricingFromGatewayModel } from "./pricing.ts"; import type { SingleTestResult } from "./report.ts"; @@ -119,7 +120,6 @@ describe("calculateTotalCost", () => { inputCost: 0, outputCost: 0, cacheReadCost: 0, - cacheCreationCost: 0, totalCost: 0, inputTokens: 0, outputTokens: 0, @@ -185,7 +185,6 @@ describe("calculateTotalCost", () => { inputCost: 0.00057, outputCost: 0.0006, cacheReadCost: 0.000003, - cacheCreationCost: 0, totalCost: 0.001173, inputTokens: 600, outputTokens: 300, @@ -194,6 +193,122 @@ describe("calculateTotalCost", () => { }); }); +describe("TokenCache", () => { + const pricing = { + inputCostPerToken: 1.0 / 1_000_000, + outputCostPerToken: 2.0 / 1_000_000, + cacheReadInputTokenCost: 0.1 / 1_000_000, + } satisfies NonNullable>; + + it("initializes with correct values", () => { + const cache = new TokenCache(100, pricing); + const stats = cache.getCacheStats(); + + expect(stats.totalCachedTokens).toBe(0); + expect(stats.currentContextTokens).toBe(100); + expect(stats.messageCount).toBe(0); + }); + + it("accumulates cached tokens correctly", () => { + const cache = new TokenCache(100, pricing); + + cache.addMessage("What is JavaScript?", 50); + let stats = cache.getCacheStats(); + expect(stats.totalCachedTokens).toBe(100); // 100 from initial + expect(stats.currentContextTokens).toBe(150); // 100 + 50 + expect(stats.messageCount).toBe(1); + + cache.addMessage("JavaScript is...", 200); + stats = cache.getCacheStats(); + expect(stats.totalCachedTokens).toBe(250); // 100 + 150 + expect(stats.currentContextTokens).toBe(350); // 150 + 200 + expect(stats.messageCount).toBe(2); + + cache.addMessage("Can you give an example?", 30); + stats = cache.getCacheStats(); + expect(stats.totalCachedTokens).toBe(600); // 100 + 150 + 350 + expect(stats.currentContextTokens).toBe(380); // 350 + 30 + expect(stats.messageCount).toBe(3); + }); + + it("tracks output tokens separately", () => { + const cache = new TokenCache(100, pricing); + + cache.addMessage("msg1", 50, 200); + cache.addMessage("msg2", 30, 150); + + const stats = cache.getCacheStats(); + expect(stats.totalCachedTokens).toBe(250); // 100 + 150 + expect(stats.currentContextTokens).toBe(180); // 100 + 50 + 30 + }); + + it("calculates cost with pricing", () => { + const cache = new TokenCache(100, pricing); + + cache.addMessage("msg1", 50, 200); + cache.addMessage("msg2", 100, 300); + + const cost = cache.calculateCost(); + + // totalCachedTokens = 100 + 150 = 250 + // currentTokens = 250 + // totalOutputTokens = 200 + 300 = 500 + + // cacheReadCost = 250 * 0.1e-6 = 0.000025 + // inputCost = 250 * 1e-6 = 0.00025 + // outputCost = 500 * 2e-6 = 0.001 + // simulatedCost = 0.000025 + 0.00025 + 0.001 = 0.001275 + + expect(cost.cacheReadCost).toBeCloseTo(0.000025, 6); + expect(cost.inputCost).toBeCloseTo(0.00025, 6); + expect(cost.outputCost).toBeCloseTo(0.001, 6); + expect(cost.simulatedCost).toBeCloseTo(0.001275, 6); + }); + + it("calculates zero cost without pricing", () => { + const cache = new TokenCache(100); + + cache.addMessage("msg1", 50, 200); + + const cost = cache.calculateCost(); + + expect(cost.cacheReadCost).toBe(0); + expect(cost.inputCost).toBe(0); + expect(cost.outputCost).toBe(0); + expect(cost.simulatedCost).toBe(0); + }); + + it("uses default cache read rate when not specified", () => { + const pricingWithoutCacheRead = { + inputCostPerToken: 1.0 / 1_000_000, + outputCostPerToken: 2.0 / 1_000_000, + } satisfies NonNullable>; + + const cache = new TokenCache(100, pricingWithoutCacheRead); + cache.addMessage("msg1", 50, 100); + + const cost = cache.calculateCost(); + + // Default cache read rate = 10% of input cost = 0.1 * 1e-6 = 0.1e-6 + // totalCachedTokens = 100 + // cacheReadCost = 100 * 0.1e-6 = 0.00001 + + expect(cost.cacheReadCost).toBeCloseTo(0.00001, 6); + }); + + it("handles zero tokens", () => { + const cache = new TokenCache(0, pricing); + const stats = cache.getCacheStats(); + + expect(stats.totalCachedTokens).toBe(0); + expect(stats.currentContextTokens).toBe(0); + expect(stats.messageCount).toBe(0); + + const cost = cache.calculateCost(); + expect(cost.simulatedCost).toBe(0); + }); +}); + describe("simulateCacheSavings - growing prefix model", () => { // Default pricing: input=$1/MTok, output=$2/MTok // Default cache read: 10% of input = $0.10/MTok diff --git a/lib/utils.ts b/lib/utils.ts index ce5f612..46472ac 100644 --- a/lib/utils.ts +++ b/lib/utils.ts @@ -80,7 +80,6 @@ export function calculateTotalCost( inputCost: costResult.inputCost, outputCost: costResult.outputCost, cacheReadCost: costResult.cacheReadCost, - cacheCreationCost: costResult.cacheCreationCost, totalCost: costResult.totalCost, inputTokens: totalInputTokens, outputTokens: totalOutputTokens, @@ -99,6 +98,76 @@ IMPORTANT: When you have finished implementing the component, use the ResultWrit ]; } +export class TokenCache { + private currentTokens: number; + private totalCachedTokens: number = 0; + private messages: Array<{ message: string; tokens: number }> = []; + private pricing: NonNullable> | null; + private totalOutputTokens: number = 0; + + constructor( + tokens: number, + pricing?: NonNullable> | null, + ) { + this.currentTokens = tokens; + this.pricing = pricing ?? null; + } + + addMessage(message: string, tokens: number, outputTokens: number = 0): void { + // The existing tokens are served from cache on this call + this.totalCachedTokens += this.currentTokens; + + // Now add the new message to our running total + this.currentTokens += tokens; + this.totalOutputTokens += outputTokens; + this.messages.push({ message, tokens }); + } + + getCacheStats() { + return { + totalCachedTokens: this.totalCachedTokens, + currentContextTokens: this.currentTokens, + messageCount: this.messages.length, + }; + } + + calculateCost(): { + simulatedCost: number; + cacheReadCost: number; + inputCost: number; + outputCost: number; + } { + if (!this.pricing) { + return { + simulatedCost: 0, + cacheReadCost: 0, + inputCost: 0, + outputCost: 0, + }; + } + + const cacheReadRate = + this.pricing.cacheReadInputTokenCost ?? + this.pricing.inputCostPerToken * 0.1; + + // Cached tokens at cache read rate + const cacheReadCost = this.totalCachedTokens * cacheReadRate; + + // Current tokens (uncached portion) at full input rate + const inputCost = this.currentTokens * this.pricing.inputCostPerToken; + + // Output tokens at output rate + const outputCost = this.totalOutputTokens * this.pricing.outputCostPerToken; + + return { + simulatedCost: cacheReadCost + inputCost + outputCost, + cacheReadCost, + inputCost, + outputCost, + }; + } +} + /** * Simulates cache savings using a growing prefix model. * @@ -130,49 +199,44 @@ export function simulateCacheSavings( let totalCacheableTokens = 0; // Tokens written to cache in step 1 of each test let totalCacheHits = 0; // Total tokens read from cache across all steps let totalCacheWriteTokens = 0; // Total tokens written to cache (including extensions) - let actualCost = 0; let simulatedCost = 0; for (const test of tests) { if (test.steps.length === 0) continue; - let previousInput = 0; + const firstStep = test.steps[0]; + if (!firstStep) continue; - for (let i = 0; i < test.steps.length; i++) { + // Create cache with first step's input tokens + const cache = new TokenCache(firstStep.usage.inputTokens, pricing); + totalCacheableTokens += firstStep.usage.inputTokens; + totalCacheWriteTokens += firstStep.usage.inputTokens; + + // First step: pay cache creation rate for all input + simulatedCost += firstStep.usage.inputTokens * cacheWriteRate; + simulatedCost += firstStep.usage.outputTokens * pricing.outputCostPerToken; + + // Add output tokens for first step (but no new input tokens yet) + cache.addMessage("step-0", 0, firstStep.usage.outputTokens); + + // Process subsequent steps + for (let i = 1; i < test.steps.length; i++) { const step = test.steps[i]; if (!step) continue; - const inputTokens = step.usage.inputTokens; - const outputTokens = step.usage.outputTokens; - - // Actual cost (no caching) - all input at full rate - actualCost += inputTokens * pricing.inputCostPerToken; - actualCost += outputTokens * pricing.outputCostPerToken; - - if (i === 0) { - // First step: pay cache creation rate for all input (to prime the cache) - simulatedCost += inputTokens * cacheWriteRate; - totalCacheableTokens += inputTokens; - totalCacheWriteTokens += inputTokens; - } else { - // Subsequent steps: - // - Previous step's input is cached (pay cache read rate) - // - New tokens extend the cache (pay cache creation rate) - const cachedPortion = previousInput; - const newPortion = Math.max(0, inputTokens - previousInput); - - simulatedCost += cachedPortion * cacheReadRate; - simulatedCost += newPortion * cacheWriteRate; - - totalCacheHits += cachedPortion; - totalCacheWriteTokens += newPortion; - } + const stats = cache.getCacheStats(); + const cachedPortion = stats.currentContextTokens; + const newTokens = Math.max(0, step.usage.inputTokens - cachedPortion); + + totalCacheHits += cachedPortion; + totalCacheWriteTokens += newTokens; - // Output tokens always paid at full rate - simulatedCost += outputTokens * pricing.outputCostPerToken; + // Calculate cost for this step + simulatedCost += cachedPortion * cacheReadRate; + simulatedCost += newTokens * cacheWriteRate; + simulatedCost += step.usage.outputTokens * pricing.outputCostPerToken; - // This step's input becomes the cached prefix for the next step - previousInput = inputTokens; + cache.addMessage(`step-${i}`, newTokens, step.usage.outputTokens); } } From 7f8a91cfd9d6f4479b0f1eb065bf630a10c6bfbd Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Sat, 13 Dec 2025 15:52:34 +0100 Subject: [PATCH 18/25] token cache --- lib/token-cache.ts | 71 ++++++++++++++++++++++++++++++++++++++++++++++ lib/utils.test.ts | 2 +- lib/utils.ts | 71 +--------------------------------------------- 3 files changed, 73 insertions(+), 71 deletions(-) create mode 100644 lib/token-cache.ts diff --git a/lib/token-cache.ts b/lib/token-cache.ts new file mode 100644 index 0000000..5385672 --- /dev/null +++ b/lib/token-cache.ts @@ -0,0 +1,71 @@ +import type { extractPricingFromGatewayModel } from "./pricing.ts"; + +export class TokenCache { + private currentTokens: number; + private totalCachedTokens: number = 0; + private messages: Array<{ message: string; tokens: number }> = []; + private pricing: NonNullable> | null; + private totalOutputTokens: number = 0; + + constructor( + tokens: number, + pricing?: NonNullable> | null, + ) { + this.currentTokens = tokens; + this.pricing = pricing ?? null; + } + + addMessage(message: string, tokens: number, outputTokens: number = 0): void { + // The existing tokens are served from cache on this call + this.totalCachedTokens += this.currentTokens; + + // Now add the new message to our running total + this.currentTokens += tokens; + this.totalOutputTokens += outputTokens; + this.messages.push({ message, tokens }); + } + + getCacheStats() { + return { + totalCachedTokens: this.totalCachedTokens, + currentContextTokens: this.currentTokens, + messageCount: this.messages.length, + }; + } + + calculateCost(): { + simulatedCost: number; + cacheReadCost: number; + inputCost: number; + outputCost: number; + } { + if (!this.pricing) { + return { + simulatedCost: 0, + cacheReadCost: 0, + inputCost: 0, + outputCost: 0, + }; + } + + const cacheReadRate = + this.pricing.cacheReadInputTokenCost ?? + this.pricing.inputCostPerToken * 0.1; + + // Cached tokens at cache read rate + const cacheReadCost = this.totalCachedTokens * cacheReadRate; + + // Current tokens (uncached portion) at full input rate + const inputCost = this.currentTokens * this.pricing.inputCostPerToken; + + // Output tokens at output rate + const outputCost = this.totalOutputTokens * this.pricing.outputCostPerToken; + + return { + simulatedCost: cacheReadCost + inputCost + outputCost, + cacheReadCost, + inputCost, + outputCost, + }; + } +} diff --git a/lib/utils.test.ts b/lib/utils.test.ts index 9c08aa0..76ff374 100644 --- a/lib/utils.test.ts +++ b/lib/utils.test.ts @@ -4,8 +4,8 @@ import { getTimestampedFilename, calculateTotalCost, simulateCacheSavings, - TokenCache, } from "./utils.ts"; +import { TokenCache } from "./token-cache.ts"; import { extractPricingFromGatewayModel } from "./pricing.ts"; import type { SingleTestResult } from "./report.ts"; diff --git a/lib/utils.ts b/lib/utils.ts index 46472ac..9110a3f 100644 --- a/lib/utils.ts +++ b/lib/utils.ts @@ -2,6 +2,7 @@ import { calculateCost, extractPricingFromGatewayModel } from "./pricing.ts"; import type { SingleTestResult } from "./report.ts"; import type { ModelMessage } from "@ai-sdk/provider-utils"; import type { TestDefinition } from "./test-discovery.ts"; +import { TokenCache } from "./token-cache.ts"; export function sanitizeModelName(modelName: string) { return modelName.replace(/[^a-zA-Z0-9.]/g, "-"); @@ -98,76 +99,6 @@ IMPORTANT: When you have finished implementing the component, use the ResultWrit ]; } -export class TokenCache { - private currentTokens: number; - private totalCachedTokens: number = 0; - private messages: Array<{ message: string; tokens: number }> = []; - private pricing: NonNullable> | null; - private totalOutputTokens: number = 0; - - constructor( - tokens: number, - pricing?: NonNullable> | null, - ) { - this.currentTokens = tokens; - this.pricing = pricing ?? null; - } - - addMessage(message: string, tokens: number, outputTokens: number = 0): void { - // The existing tokens are served from cache on this call - this.totalCachedTokens += this.currentTokens; - - // Now add the new message to our running total - this.currentTokens += tokens; - this.totalOutputTokens += outputTokens; - this.messages.push({ message, tokens }); - } - - getCacheStats() { - return { - totalCachedTokens: this.totalCachedTokens, - currentContextTokens: this.currentTokens, - messageCount: this.messages.length, - }; - } - - calculateCost(): { - simulatedCost: number; - cacheReadCost: number; - inputCost: number; - outputCost: number; - } { - if (!this.pricing) { - return { - simulatedCost: 0, - cacheReadCost: 0, - inputCost: 0, - outputCost: 0, - }; - } - - const cacheReadRate = - this.pricing.cacheReadInputTokenCost ?? - this.pricing.inputCostPerToken * 0.1; - - // Cached tokens at cache read rate - const cacheReadCost = this.totalCachedTokens * cacheReadRate; - - // Current tokens (uncached portion) at full input rate - const inputCost = this.currentTokens * this.pricing.inputCostPerToken; - - // Output tokens at output rate - const outputCost = this.totalOutputTokens * this.pricing.outputCostPerToken; - - return { - simulatedCost: cacheReadCost + inputCost + outputCost, - cacheReadCost, - inputCost, - outputCost, - }; - } -} - /** * Simulates cache savings using a growing prefix model. * From ee8df4d6ff4402bc9ea72435d36b28163afe9f1f Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Sat, 13 Dec 2025 16:07:19 +0100 Subject: [PATCH 19/25] wip --- index.ts | 9 +++++---- lib/report-template.ts | 2 +- lib/utils.test.ts | 14 +++----------- lib/utils.ts | 5 +---- 4 files changed, 10 insertions(+), 20 deletions(-) diff --git a/index.ts b/index.ts index b3b5ef7..67a48bf 100644 --- a/index.ts +++ b/index.ts @@ -573,17 +573,18 @@ async function main() { testResults, pricingLookup.pricing, ); - if (cacheSimulation.cacheHits > 0 || cacheSimulation.cacheableTokens > 0) { + if (cacheSimulation.cacheHits > 0 || cacheSimulation.cacheWriteTokens > 0) { console.log("\nšŸ“Š Cache Simulation (estimated with prompt caching):"); console.log("─".repeat(50)); + const totalCacheTokens = cacheSimulation.cacheHits + cacheSimulation.cacheWriteTokens; console.log( - `Cacheable tokens (step 1): ${cacheSimulation.cacheableTokens.toLocaleString()}`, + `Cache reads: ${cacheSimulation.cacheHits.toLocaleString()} tokens`, ); console.log( - `Cache hits (subsequent steps): ${cacheSimulation.cacheHits.toLocaleString()}`, + `Cache writes: ${cacheSimulation.cacheWriteTokens.toLocaleString()} tokens`, ); console.log( - `Cache writes (new tokens): ${cacheSimulation.cacheWriteTokens.toLocaleString()}`, + `Total input tokens: ${totalCacheTokens.toLocaleString()} (reads + writes)`, ); console.log( `Estimated cost with cache: ${formatCost(cacheSimulation.simulatedCostWithCache)}`, diff --git a/lib/report-template.ts b/lib/report-template.ts index 2dfbe88..56e4bb2 100644 --- a/lib/report-template.ts +++ b/lib/report-template.ts @@ -291,7 +291,7 @@ function renderPricingSection(data: MultiTestResultData) { ? `
    Estimated cost with prompt cache: - ${data.metadata.cacheSimulation.cacheableTokens.toLocaleString()} base + ${data.metadata.cacheSimulation.cacheHits.toLocaleString()} hits + ${data.metadata.cacheSimulation.cacheWriteTokens.toLocaleString()} writes + ${data.metadata.cacheSimulation.cacheHits.toLocaleString()} reads + ${data.metadata.cacheSimulation.cacheWriteTokens.toLocaleString()} writes = ${(data.metadata.cacheSimulation.cacheHits + data.metadata.cacheSimulation.cacheWriteTokens).toLocaleString()} tokens ${formatCost(data.metadata.cacheSimulation.simulatedCostWithCache)}
    ` diff --git a/lib/utils.test.ts b/lib/utils.test.ts index 76ff374..df7f0ff 100644 --- a/lib/utils.test.ts +++ b/lib/utils.test.ts @@ -324,7 +324,6 @@ describe("simulateCacheSavings - growing prefix model", () => { expect(result).toEqual({ simulatedCostWithCache: 0, - cacheableTokens: 0, cacheHits: 0, cacheWriteTokens: 0, }); @@ -353,7 +352,6 @@ describe("simulateCacheSavings - growing prefix model", () => { // Step 1: 1000 input tokens at cache write rate (1.25/MTok) + 500 output at $2/MTok // Simulated cost = 1000 * 1.25e-6 + 500 * 2e-6 = 0.00125 + 0.001 = 0.00225 - expect(result.cacheableTokens).toBe(1000); expect(result.cacheHits).toBe(0); expect(result.cacheWriteTokens).toBe(1000); expect(result.simulatedCostWithCache).toBeCloseTo(0.00225, 6); @@ -403,7 +401,6 @@ describe("simulateCacheSavings - growing prefix model", () => { // Cost: 1500 * 0.1e-6 + 500 * 1.25e-6 + 400 * 2e-6 = 0.00015 + 0.000625 + 0.0008 = 0.001575 // Total simulated: 0.00165 + 0.001325 + 0.001575 = 0.00455 - expect(result.cacheableTokens).toBe(1000); // Step 1 input expect(result.cacheHits).toBe(1000 + 1500); // 1000 from step 2 + 1500 from step 3 expect(result.cacheWriteTokens).toBe(1000 + 500 + 500); // 1000 step1 + 500 step2 + 500 step3 expect(result.simulatedCostWithCache).toBeCloseTo(0.00455, 6); @@ -469,17 +466,16 @@ describe("simulateCacheSavings - growing prefix model", () => { // Test 1: // Step 1: 500 write, 100 output // Step 2: 500 read, 300 write, 100 output - // Cacheable: 500, Hits: 500, Writes: 500 + 300 = 800 + // Hits: 500, Writes: 500 + 300 = 800 // // Test 2: // Step 1: 600 write, 200 output // Step 2: 600 read, 300 write, 200 output // Step 3: 900 read, 300 write, 200 output - // Cacheable: 600, Hits: 600 + 900 = 1500, Writes: 600 + 300 + 300 = 1200 + // Hits: 600 + 900 = 1500, Writes: 600 + 300 + 300 = 1200 - // Total: cacheable = 500 + 600 = 1100, hits = 500 + 1500 = 2000, writes = 800 + 1200 = 2000 + // Total: hits = 500 + 1500 = 2000, writes = 800 + 1200 = 2000 - expect(result.cacheableTokens).toBe(1100); expect(result.cacheHits).toBe(2000); expect(result.cacheWriteTokens).toBe(2000); @@ -523,7 +519,6 @@ describe("simulateCacheSavings - growing prefix model", () => { const result = simulateCacheSavings(tests, basicPricing); // Only test2 should be counted - expect(result.cacheableTokens).toBe(1000); expect(result.cacheHits).toBe(0); expect(result.cacheWriteTokens).toBe(1000); }); @@ -569,7 +564,6 @@ describe("simulateCacheSavings - growing prefix model", () => { // = 1000 * 0.05e-6 + 500 * 1.5e-6 + 500 * 2e-6 = 0.00005 + 0.00075 + 0.001 = 0.0018 // Total: 0.0025 + 0.0018 = 0.0043 - expect(result.cacheableTokens).toBe(1000); expect(result.cacheHits).toBe(1000); expect(result.cacheWriteTokens).toBe(1000 + 500); expect(result.simulatedCostWithCache).toBeCloseTo(0.0043, 6); @@ -607,7 +601,6 @@ describe("simulateCacheSavings - growing prefix model", () => { // Step 2: 1000 read (previous step), 0 new write (800 - 1000 = -200 → clamped to 0) // This tests the Math.max(0, newPortion) behavior - expect(result.cacheableTokens).toBe(1000); expect(result.cacheHits).toBe(1000); // Still reads full previous prefix expect(result.cacheWriteTokens).toBe(1000); // Only step 1 writes }); @@ -634,7 +627,6 @@ describe("simulateCacheSavings - growing prefix model", () => { const result = simulateCacheSavings(tests, basicPricing); expect(result.simulatedCostWithCache).toBe(0); - expect(result.cacheableTokens).toBe(0); expect(result.cacheHits).toBe(0); expect(result.cacheWriteTokens).toBe(0); }); diff --git a/lib/utils.ts b/lib/utils.ts index 9110a3f..e0f7e83 100644 --- a/lib/utils.ts +++ b/lib/utils.ts @@ -127,9 +127,8 @@ export function simulateCacheSavings( const cacheWriteRate = pricing.cacheCreationInputTokenCost ?? pricing.inputCostPerToken * 1.25; - let totalCacheableTokens = 0; // Tokens written to cache in step 1 of each test let totalCacheHits = 0; // Total tokens read from cache across all steps - let totalCacheWriteTokens = 0; // Total tokens written to cache (including extensions) + let totalCacheWriteTokens = 0; // Total tokens written to cache (including step 1) let simulatedCost = 0; for (const test of tests) { @@ -140,7 +139,6 @@ export function simulateCacheSavings( // Create cache with first step's input tokens const cache = new TokenCache(firstStep.usage.inputTokens, pricing); - totalCacheableTokens += firstStep.usage.inputTokens; totalCacheWriteTokens += firstStep.usage.inputTokens; // First step: pay cache creation rate for all input @@ -173,7 +171,6 @@ export function simulateCacheSavings( return { simulatedCostWithCache: simulatedCost, - cacheableTokens: totalCacheableTokens, cacheHits: totalCacheHits, cacheWriteTokens: totalCacheWriteTokens, }; From f20c2072c6ab866c273d5d2ed88ead9cf2d80a18 Mon Sep 17 00:00:00 2001 From: Stanislav Khromov Date: Sat, 13 Dec 2025 16:24:47 +0100 Subject: [PATCH 20/25] wip --- lib/token-cache.ts | 34 +- lib/utils.test.ts | 33 +- ...3-15-22-27-anthropic-claude-haiku-4.5.json | 5706 +++++++++++++++++ 3 files changed, 5735 insertions(+), 38 deletions(-) create mode 100644 results/result-2025-12-13-15-22-27-anthropic-claude-haiku-4.5.json diff --git a/lib/token-cache.ts b/lib/token-cache.ts index 5385672..900d95a 100644 --- a/lib/token-cache.ts +++ b/lib/token-cache.ts @@ -4,12 +4,16 @@ export class TokenCache { private currentTokens: number; private totalCachedTokens: number = 0; private messages: Array<{ message: string; tokens: number }> = []; - private pricing: NonNullable> | null; + private pricing: NonNullable< + ReturnType + > | null; private totalOutputTokens: number = 0; constructor( tokens: number, - pricing?: NonNullable> | null, + pricing?: NonNullable< + ReturnType + > | null, ) { this.currentTokens = tokens; this.pricing = pricing ?? null; @@ -36,35 +40,39 @@ export class TokenCache { calculateCost(): { simulatedCost: number; cacheReadCost: number; - inputCost: number; + cacheWriteCost: number; outputCost: number; } { - if (!this.pricing) { + if ( + !this.pricing || + !this.pricing.cacheReadInputTokenCost || + !this.pricing.cacheCreationInputTokenCost + ) { return { simulatedCost: 0, cacheReadCost: 0, - inputCost: 0, + cacheWriteCost: 0, outputCost: 0, }; } - const cacheReadRate = - this.pricing.cacheReadInputTokenCost ?? - this.pricing.inputCostPerToken * 0.1; + const cacheReadRate = this.pricing.cacheReadInputTokenCost; - // Cached tokens at cache read rate + const cacheWriteRate = this.pricing.cacheCreationInputTokenCost; + + // Tokens read from cache across all API calls const cacheReadCost = this.totalCachedTokens * cacheReadRate; - // Current tokens (uncached portion) at full input rate - const inputCost = this.currentTokens * this.pricing.inputCostPerToken; + // Tokens written to cache across all API calls (all current tokens were written at some point) + const cacheWriteCost = this.currentTokens * cacheWriteRate; // Output tokens at output rate const outputCost = this.totalOutputTokens * this.pricing.outputCostPerToken; return { - simulatedCost: cacheReadCost + inputCost + outputCost, + simulatedCost: cacheReadCost + cacheWriteCost + outputCost, cacheReadCost, - inputCost, + cacheWriteCost, outputCost, }; } diff --git a/lib/utils.test.ts b/lib/utils.test.ts index df7f0ff..535fcc5 100644 --- a/lib/utils.test.ts +++ b/lib/utils.test.ts @@ -197,6 +197,7 @@ describe("TokenCache", () => { const pricing = { inputCostPerToken: 1.0 / 1_000_000, outputCostPerToken: 2.0 / 1_000_000, + cacheCreationInputTokenCost: 1.25 / 1_000_000, cacheReadInputTokenCost: 0.1 / 1_000_000, } satisfies NonNullable>; @@ -250,19 +251,19 @@ describe("TokenCache", () => { const cost = cache.calculateCost(); - // totalCachedTokens = 100 + 150 = 250 - // currentTokens = 250 + // totalCachedTokens = 100 + 150 = 250 (tokens read from cache across calls) + // currentTokens = 250 (all tokens written to cache) // totalOutputTokens = 200 + 300 = 500 // cacheReadCost = 250 * 0.1e-6 = 0.000025 - // inputCost = 250 * 1e-6 = 0.00025 + // cacheWriteCost = 250 * 1.25e-6 = 0.0003125 (cache write rate is 1.25x) // outputCost = 500 * 2e-6 = 0.001 - // simulatedCost = 0.000025 + 0.00025 + 0.001 = 0.001275 + // simulatedCost = 0.000025 + 0.0003125 + 0.001 = 0.0013375 expect(cost.cacheReadCost).toBeCloseTo(0.000025, 6); - expect(cost.inputCost).toBeCloseTo(0.00025, 6); + expect(cost.cacheWriteCost).toBeCloseTo(0.0003125, 6); expect(cost.outputCost).toBeCloseTo(0.001, 6); - expect(cost.simulatedCost).toBeCloseTo(0.001275, 6); + expect(cost.simulatedCost).toBeCloseTo(0.0013375, 6); }); it("calculates zero cost without pricing", () => { @@ -273,29 +274,11 @@ describe("TokenCache", () => { const cost = cache.calculateCost(); expect(cost.cacheReadCost).toBe(0); - expect(cost.inputCost).toBe(0); + expect(cost.cacheWriteCost).toBe(0); expect(cost.outputCost).toBe(0); expect(cost.simulatedCost).toBe(0); }); - it("uses default cache read rate when not specified", () => { - const pricingWithoutCacheRead = { - inputCostPerToken: 1.0 / 1_000_000, - outputCostPerToken: 2.0 / 1_000_000, - } satisfies NonNullable>; - - const cache = new TokenCache(100, pricingWithoutCacheRead); - cache.addMessage("msg1", 50, 100); - - const cost = cache.calculateCost(); - - // Default cache read rate = 10% of input cost = 0.1 * 1e-6 = 0.1e-6 - // totalCachedTokens = 100 - // cacheReadCost = 100 * 0.1e-6 = 0.00001 - - expect(cost.cacheReadCost).toBeCloseTo(0.00001, 6); - }); - it("handles zero tokens", () => { const cache = new TokenCache(0, pricing); const stats = cache.getCacheStats(); diff --git a/results/result-2025-12-13-15-22-27-anthropic-claude-haiku-4.5.json b/results/result-2025-12-13-15-22-27-anthropic-claude-haiku-4.5.json new file mode 100644 index 0000000..7be6008 --- /dev/null +++ b/results/result-2025-12-13-15-22-27-anthropic-claude-haiku-4.5.json @@ -0,0 +1,5706 @@ +{ + "tests": [ + { + "testName": "snippets", + "prompt": "# Snippet Component Task\n\nCreate a simple Svelte 5 component that demonstrates the basic use of snippets.\n\n## Requirements:\n\n1. Create a component with a hardcoded array of 3 book titles (strings) - \"The Lord of the Rings\", \"To Kill a Mockingbird\", and \"1984\"\n2. Create a snippet called `title` that takes a book title string as a parameter\n3. The snippet should display the book title in a `` element with `data-testid=\"book-title\"`\n4. Use the `{@render ...}` syntax to render the snippet for each book title in a list\n5. Each rendered title should be wrapped in a `
  • ` element with `data-testid=\"book-item\"`\n\n## Example HTML structure:\n\n```html\n
      \n
    • The Lord of the Rings
    • \n
    • To Kill a Mockingbird
    • \n
    • 1984
    • \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n", + "steps": [ + { + "content": [ + { + "type": "text", + "text": "I'll help you create a Svelte 5 component that demonstrates the basic use of snippets. Let me first get the documentation on Svelte 5 snippets." + }, + { + "type": "tool-call", + "toolCallId": "toolu_01XLLKC4K1GCoEYuciiY3Ymf", + "toolName": "list-sections", + "input": {}, + "dynamic": true + }, + { + "type": "tool-result", + "toolCallId": "toolu_01XLLKC4K1GCoEYuciiY3Ymf", + "toolName": "list-sections", + "input": {}, + "output": { + "content": [ + { + "type": "text", + "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", - "desired_svelte_version": 5, - "filename": "Counter.svelte" - }, - "dynamic": true - }, - { - "type": "tool-result", - "toolCallId": "toolu_01FkrpdJYuGvXPxyTEkt8sPS", - "toolName": "svelte-autofixer", - "input": { - "code": "\n\n
    \n\t\n\t{count}\n\t\n
    \n\n", - "desired_svelte_version": 5, - "filename": "Counter.svelte" - }, - "output": { - "content": [ - { - "type": "text", - "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" - } - ], - "isError": false, - "structuredContent": { - "issues": [], - "suggestions": [], - "require_another_tool_call_after_fixing": false - } - }, - "dynamic": true - } - ], - "finishReason": "tool-calls", - "usage": { - "inputTokens": 14602, - "outputTokens": 343, - "totalTokens": 14945, - "cachedInputTokens": 0 - }, - "warnings": [], - "request": { - "body": { - "tools": [ - { - "type": "function", - "name": "ResultWrite", - "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "TestComponent", - "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code to test", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "get-documentation", - "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", - "inputSchema": { - "type": "object", - "properties": { - "section": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "array", - "items": { - "type": "string" - } - } - ], - "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "section" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "list-sections", - "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", - "inputSchema": { - "type": "object", - "properties": {}, - "additionalProperties": false - } - }, - { - "type": "function", - "name": "playground-link", - "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", - "inputSchema": { - "type": "object", - "properties": { - "name": { - "type": "string", - "description": "The name of the Playground, it should reflect the user task" - }, - "tailwind": { - "type": "boolean", - "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" - }, - "files": { - "type": "object", - "additionalProperties": { - "type": "string" - }, - "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "name", - "tailwind", - "files" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "svelte-autofixer", - "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", - "inputSchema": { - "type": "object", - "properties": { - "code": { - "type": "string" - }, - "desired_svelte_version": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "number" - } - ], - "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." - }, - "async": { - "type": "boolean", - "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." - }, - "filename": { - "type": "string", - "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "code", - "desired_svelte_version" - ], - "additionalProperties": false - } - } - ], - "toolChoice": { - "type": "auto" - }, - "prompt": [ - { - "role": "user", - "content": [ - { - "type": "text", - "text": "# Counter Component Task\n\nCreate a Svelte 5 component called Counter that implements a simple counter with increment and decrement functionality.\n\n## Requirements:\n\n1. Use Svelte 5's `$state` for reactivity\n2. The counter should start at 0\n3. Include a decrement button with the `data-testid=\"decrement-button\"` attribute\n4. Include an increment button with the `data-testid=\"increment-button\"` attribute\n5. Display the current count with the `data-testid=\"count-value\"` attribute\n6. Clicking increment should increase the count by 1\n7. Clicking decrement should decrease the count by 1\n8. Style the counter with a CSS class \"counter\"\n\nExample structure:\n\n```html\n
    \n \n 0\n \n
    \n```\n\nPlease implement this component using Svelte 5 syntax. Make sure you only return one component.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "I'll create a Svelte 5 Counter component with the specifications you've provided. Let me first fetch the necessary documentation to ensure I'm using the correct Svelte 5 syntax." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", - "toolName": "list-sections", - "input": {} - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", - "toolName": "list-sections", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested \",\"desired_svelte_version\":5,\"filename\":\"Counter.svelte\"}" - } - ], - "finishReason": "tool-calls", - "usage": { - "inputTokens": 14602, - "outputTokens": 343, - "totalTokens": 14945, - "cachedInputTokens": 0 - }, - "warnings": [], - "providerMetadata": { - "anthropic": { - "usage": { - "input_tokens": 14602, - "output_tokens": 343, - "cache_creation_input_tokens": 0, - "cache_read_input_tokens": 0, - "cache_creation": { - "ephemeral_5m_input_tokens": 0, - 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Let me first fetch the necessary documentation to ensure I'm using the correct Svelte 5 syntax." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", - "toolName": "list-sections", - "input": {} - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", - "toolName": "list-sections", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", - "desired_svelte_version": 5, - "filename": "Counter.svelte" - } - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01FkrpdJYuGvXPxyTEkt8sPS", - "toolName": "svelte-autofixer", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" - } - ], - "isError": false, - "structuredContent": { - "issues": [], - 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vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", - "canonicalSlug": "anthropic/claude-haiku-4.5", - "finalProvider": "anthropic", - "attempts": [ - { - "provider": "anthropic", - "internalModelId": "anthropic:claude-haiku-4-5-20251001", - "providerApiModelId": "claude-haiku-4-5-20251001", - "credentialType": "system", - "success": true, - "startTime": 5236040.567046, - "endTime": 5238842.373896, - "statusCode": 200 - } - ], - "modelAttemptCount": 1, - "modelAttempts": [ - { - "modelId": "anthropic/claude-haiku-4.5", - "canonicalSlug": "anthropic/claude-haiku-4.5", - "success": false, - "providerAttemptCount": 0, - "providerAttempts": [] - } - ], - "totalProviderAttemptCount": 0 - }, - "cost": "0.016317", - "marketCost": "0.016317", - "generationId": "gen_01KCAC8BKHYH7258VM8BB368S0", - "billableWebSearchCalls": 0 - } - } - }, - { - "content": [ - { - "type": "text", - "text": "Great! The component is valid. Now let me test it against the test suite:" - }, - { - "type": "tool-call", - "toolCallId": "toolu_016LYqXBMpT9TZqmjZSyGTCk", - "toolName": "TestComponent", - "input": { - "content": "\n\n
    \n\t\n\t{count}\n\t\n
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    \n\t\n\t{count}\n\t\n
    \n\n" - }, - "output": { - "success": true, - "message": "All 4 tests passed!", - "passed": 4, - "failed": 0, - "total": 4, - "duration": 942 - }, - "dynamic": false - } - ], - "finishReason": "tool-calls", - "usage": { - "inputTokens": 15029, - "outputTokens": 283, - "totalTokens": 15312, - "cachedInputTokens": 0 - }, - "warnings": [], - "request": { - "body": { - "tools": [ - { - "type": "function", - "name": "ResultWrite", - "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "TestComponent", - "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code to test", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "get-documentation", - "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", - "inputSchema": { - "type": "object", - "properties": { - "section": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "array", - "items": { - "type": "string" - } - } - ], - "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "section" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "list-sections", - "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", - "inputSchema": { - "type": "object", - "properties": {}, - "additionalProperties": false - } - }, - { - "type": "function", - "name": "playground-link", - "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", - "inputSchema": { - "type": "object", - "properties": { - "name": { - "type": "string", - "description": "The name of the Playground, it should reflect the user task" - }, - "tailwind": { - "type": "boolean", - "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" - }, - "files": { - "type": "object", - "additionalProperties": { - "type": "string" - }, - "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "name", - "tailwind", - "files" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "svelte-autofixer", - "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", - "inputSchema": { - "type": "object", - "properties": { - "code": { - "type": "string" - }, - "desired_svelte_version": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "number" - } - ], - "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." - }, - "async": { - "type": "boolean", - "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." - }, - "filename": { - "type": "string", - "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "code", - "desired_svelte_version" - ], - "additionalProperties": false - } - } - ], - "toolChoice": { - "type": "auto" - }, - "prompt": [ - { - "role": "user", - "content": [ - { - "type": "text", - "text": "# Counter Component Task\n\nCreate a Svelte 5 component called Counter that implements a simple counter with increment and decrement functionality.\n\n## Requirements:\n\n1. Use Svelte 5's `$state` for reactivity\n2. The counter should start at 0\n3. Include a decrement button with the `data-testid=\"decrement-button\"` attribute\n4. Include an increment button with the `data-testid=\"increment-button\"` attribute\n5. Display the current count with the `data-testid=\"count-value\"` attribute\n6. Clicking increment should increase the count by 1\n7. Clicking decrement should decrease the count by 1\n8. Style the counter with a CSS class \"counter\"\n\nExample structure:\n\n```html\n
    \n \n 0\n \n
    \n```\n\nPlease implement this component using Svelte 5 syntax. Make sure you only return one component.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "I'll create a Svelte 5 Counter component with the specifications you've provided. Let me first fetch the necessary documentation to ensure I'm using the correct Svelte 5 syntax." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", - "toolName": "list-sections", - "input": {} - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", - "toolName": "list-sections", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state 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The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state 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Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code to test", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "get-documentation", - "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", - "inputSchema": { - "type": "object", - "properties": { - "section": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "array", - "items": { - "type": "string" - } - } - ], - "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "section" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "list-sections", - "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", - "inputSchema": { - "type": "object", - "properties": {}, - "additionalProperties": false - } - }, - { - "type": "function", - "name": "playground-link", - "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", - "inputSchema": { - "type": "object", - "properties": { - "name": { - "type": "string", - "description": "The name of the Playground, it should reflect the user task" - }, - "tailwind": { - "type": "boolean", - "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" - }, - "files": { - "type": "object", - "additionalProperties": { - "type": "string" - }, - "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "name", - "tailwind", - "files" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "svelte-autofixer", - "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", - "inputSchema": { - "type": "object", - "properties": { - "code": { - "type": "string" - }, - "desired_svelte_version": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "number" - } - ], - "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." - }, - "async": { - "type": "boolean", - "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." - }, - "filename": { - "type": "string", - "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "code", - "desired_svelte_version" - ], - "additionalProperties": false - } - } - ], - "toolChoice": { - "type": "auto" - }, - "prompt": [ - { - "role": "user", - "content": [ - { - "type": "text", - "text": "# Counter Component Task\n\nCreate a Svelte 5 component called Counter that implements a simple counter with increment and decrement functionality.\n\n## Requirements:\n\n1. Use Svelte 5's `$state` for reactivity\n2. The counter should start at 0\n3. Include a decrement button with the `data-testid=\"decrement-button\"` attribute\n4. Include an increment button with the `data-testid=\"increment-button\"` attribute\n5. Display the current count with the `data-testid=\"count-value\"` attribute\n6. Clicking increment should increase the count by 1\n7. Clicking decrement should decrease the count by 1\n8. Style the counter with a CSS class \"counter\"\n\nExample structure:\n\n```html\n
    \n \n 0\n \n
    \n```\n\nPlease implement this component using Svelte 5 syntax. Make sure you only return one component.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "I'll create a Svelte 5 Counter component with the specifications you've provided. Let me first fetch the necessary documentation to ensure I'm using the correct Svelte 5 syntax." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", - "toolName": "list-sections", - "input": {} - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01KGf7AsCwxcfsD9iaRr5Yz1", - "toolName": "list-sections", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped 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The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", - "desired_svelte_version": 5, - "filename": "Counter.svelte" - } - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01FkrpdJYuGvXPxyTEkt8sPS", - "toolName": "svelte-autofixer", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" - } - ], - "isError": false, - "structuredContent": { - "issues": [], - 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The component is valid. Now let me test it against the test suite:" - }, - { - "type": "tool-call", - "toolCallId": "toolu_016LYqXBMpT9TZqmjZSyGTCk", - "toolName": "TestComponent", - "input": { - "content": "\n\n
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    \n\t\n\t{count}\n\t\n
    \n\n", - "verification": { - "testName": "counter", - "passed": true, - "numTests": 4, - "numPassed": 4, - "numFailed": 0, - "duration": 577 - } - }, - { - "testName": "derived-by", - "prompt": "# $derived.by Component Task\n\nCreate a Svelte 5 component that demonstrates the `$derived.by` rune for complex derivations.\n\n## Requirements:\n\n1. Create a text input field that allows the user to enter text\n2. Use `$state` to store the current text value, starting with an empty string\n3. Use `$derived.by` to calculate:\n - The number of words in the text\n - The number of characters in the text\n - Whether the text is considered \"long\" (more than 15 words)\n4. Display all these derived values below the input field\n5. Include a \"Clear\" button that resets the text to an empty string\n\nElements should have these data-testid attributes:\n\n- \"text-input\" for the input field\n- \"word-count\" for displaying the word count\n- \"char-count\" for displaying the character count\n- \"length-indicator\" for displaying whether the text is long\n- \"clear-button\" for the clear button\n\nExample structure:\n\n```html\n
    \n \n \n
    \n

    Words: 0

    \n

    Characters: 0

    \n

    Status: Short text

    \n
    \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n", - "steps": [ - { - "content": [ - { - "type": "text", - "text": "I'll help you create a Svelte 5 component that demonstrates the `$derived.by` rune. Let me start by fetching the necessary documentation." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "input": {}, - "dynamic": true - }, - { - "type": "tool-result", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "input": {}, - "output": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", - "desired_svelte_version": 5, - "filename": "TextStats.svelte" - }, - "dynamic": true - }, - { - "type": "tool-result", - "toolCallId": "toolu_014oXkMhLJWFP8sXuFFzrui3", - "toolName": "svelte-autofixer", - "input": { - "code": "\n\n
    \n\t\n\t\n\t
    \n\t\t

    Words: {stats.words}

    \n\t\t

    Characters: {stats.chars}

    \n\t\t

    \n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

    \n\t
    \n
    \n\n", - "desired_svelte_version": 5, - "filename": "TextStats.svelte" - }, - "output": { - "content": [ - { - "type": "text", - "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" - } - ], - "isError": false, - "structuredContent": { - "issues": [], - "suggestions": [], - "require_another_tool_call_after_fixing": false - } - }, - "dynamic": true - } - ], - "finishReason": "tool-calls", - "usage": { - "inputTokens": 16795, - "outputTokens": 650, - "totalTokens": 17445, - "cachedInputTokens": 0 - }, - "warnings": [], - "request": { - "body": { - "tools": [ - { - "type": "function", - "name": "ResultWrite", - "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "TestComponent", - "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code to test", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "get-documentation", - "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", - "inputSchema": { - "type": "object", - "properties": { - "section": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "array", - "items": { - "type": "string" - } - } - ], - "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "section" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "list-sections", - "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", - "inputSchema": { - "type": "object", - "properties": {}, - "additionalProperties": false - } - }, - { - "type": "function", - "name": "playground-link", - "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", - "inputSchema": { - "type": "object", - "properties": { - "name": { - "type": "string", - "description": "The name of the Playground, it should reflect the user task" - }, - "tailwind": { - "type": "boolean", - "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" - }, - "files": { - "type": "object", - "additionalProperties": { - "type": "string" - }, - "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "name", - "tailwind", - "files" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "svelte-autofixer", - "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", - "inputSchema": { - "type": "object", - "properties": { - "code": { - "type": "string" - }, - "desired_svelte_version": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "number" - } - ], - "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." - }, - "async": { - "type": "boolean", - "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." - }, - "filename": { - "type": "string", - "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "code", - "desired_svelte_version" - ], - "additionalProperties": false - } - } - ], - "toolChoice": { - "type": "auto" - }, - "prompt": [ - { - "role": "user", - "content": [ - { - "type": "text", - "text": "# $derived.by Component Task\n\nCreate a Svelte 5 component that demonstrates the `$derived.by` rune for complex derivations.\n\n## Requirements:\n\n1. Create a text input field that allows the user to enter text\n2. Use `$state` to store the current text value, starting with an empty string\n3. Use `$derived.by` to calculate:\n - The number of words in the text\n - The number of characters in the text\n - Whether the text is considered \"long\" (more than 15 words)\n4. Display all these derived values below the input field\n5. Include a \"Clear\" button that resets the text to an empty string\n\nElements should have these data-testid attributes:\n\n- \"text-input\" for the input field\n- \"word-count\" for displaying the word count\n- \"char-count\" for displaying the character count\n- \"length-indicator\" for displaying whether the text is long\n- \"clear-button\" for the clear button\n\nExample structure:\n\n```html\n
    \n \n \n
    \n

    Words: 0

    \n

    Characters: 0

    \n

    Status: Short text

    \n
    \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "I'll help you create a Svelte 5 component that demonstrates the `$derived.by` rune. Let me start by fetching the necessary documentation." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "input": {} - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested \",\"desired_svelte_version\":5,\"filename\":\"TextStats.svelte\"}" - } - ], - "finishReason": "tool-calls", - "usage": { - "inputTokens": 16795, - "outputTokens": 650, - "totalTokens": 17445, - "cachedInputTokens": 0 - }, - "warnings": [], - "providerMetadata": { - "anthropic": { - "usage": { - "input_tokens": 16795, - "output_tokens": 650, - "cache_creation_input_tokens": 0, - "cache_read_input_tokens": 0, - "cache_creation": { - "ephemeral_5m_input_tokens": 0, - 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Let me start by fetching the necessary documentation." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "input": {} - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", - "desired_svelte_version": 5, - "filename": "TextStats.svelte" - } - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_014oXkMhLJWFP8sXuFFzrui3", - "toolName": "svelte-autofixer", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" - } - ], - "isError": false, - "structuredContent": { - "issues": [], - "suggestions": [], - "require_another_tool_call_after_fixing": false - } - } - } - } - ] - } - ] - }, - "providerMetadata": { - "anthropic": { - "usage": { - "input_tokens": 16795, - "output_tokens": 650, - "cache_creation_input_tokens": 0, - "cache_read_input_tokens": 0, - "cache_creation": { - "ephemeral_5m_input_tokens": 0, - "ephemeral_1h_input_tokens": 0 - }, - "service_tier": "standard" - }, - "cacheCreationInputTokens": 0, - "stopSequence": null, - "container": null - }, - "gateway": { - "routing": { - "originalModelId": "anthropic/claude-haiku-4.5", - "resolvedProvider": "anthropic", - "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", - "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", - "fallbacksAvailable": [ - "vertexAnthropic", - "bedrock" - ], - "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", - "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", - "canonicalSlug": "anthropic/claude-haiku-4.5", - "finalProvider": "anthropic", - "attempts": [ - { - "provider": "anthropic", - "internalModelId": "anthropic:claude-haiku-4-5-20251001", - "providerApiModelId": "claude-haiku-4-5-20251001", - "credentialType": "system", - "success": true, - "startTime": 5248974.322909, - "endTime": 5253756.300569, - "statusCode": 200 - } - ], - "modelAttemptCount": 1, - "modelAttempts": [ - { - "modelId": "anthropic/claude-haiku-4.5", - "canonicalSlug": "anthropic/claude-haiku-4.5", - "success": false, - "providerAttemptCount": 0, - "providerAttempts": [] - } - ], - "totalProviderAttemptCount": 0 - }, - "cost": "0.020045", - "marketCost": "0.020045", - "generationId": "gen_01KCAC8R7PRWCMP3DJ70NH3K7K", - "billableWebSearchCalls": 0 - } - } - }, - { - "content": [ - { - "type": "text", - "text": "Great! The component is clean with no issues. Now let me test it to ensure it works correctly:" - }, - { - "type": "tool-call", - "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", - "toolName": "TestComponent", - "input": { - "content": "\n\n
    \n\t\n\t\n\t
    \n\t\t

    Words: {stats.words}

    \n\t\t

    Characters: {stats.chars}

    \n\t\t

    \n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

    \n\t
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    \n\t\n\t\n\t
    \n\t\t

    Words: {stats.words}

    \n\t\t

    Characters: {stats.chars}

    \n\t\t

    \n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

    \n\t
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    \n\n" - }, - "output": { - "success": true, - "message": "All 3 tests passed!", - "passed": 3, - "failed": 0, - "total": 3, - "duration": 994 - }, - "dynamic": false - } - ], - "finishReason": "tool-calls", - "usage": { - "inputTokens": 17529, - "outputTokens": 584, - "totalTokens": 18113, - "cachedInputTokens": 0 - }, - "warnings": [], - "request": { - "body": { - "tools": [ - { - "type": "function", - "name": "ResultWrite", - "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "TestComponent", - "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code to test", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "get-documentation", - "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", - "inputSchema": { - "type": "object", - "properties": { - "section": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "array", - "items": { - "type": "string" - } - } - ], - "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "section" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "list-sections", - "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", - "inputSchema": { - "type": "object", - "properties": {}, - "additionalProperties": false - } - }, - { - "type": "function", - "name": "playground-link", - "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", - "inputSchema": { - "type": "object", - "properties": { - "name": { - "type": "string", - "description": "The name of the Playground, it should reflect the user task" - }, - "tailwind": { - "type": "boolean", - "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" - }, - "files": { - "type": "object", - "additionalProperties": { - "type": "string" - }, - "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "name", - "tailwind", - "files" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "svelte-autofixer", - "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", - "inputSchema": { - "type": "object", - "properties": { - "code": { - "type": "string" - }, - "desired_svelte_version": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "number" - } - ], - "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." - }, - "async": { - "type": "boolean", - "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." - }, - "filename": { - "type": "string", - "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "code", - "desired_svelte_version" - ], - "additionalProperties": false - } - } - ], - "toolChoice": { - "type": "auto" - }, - "prompt": [ - { - "role": "user", - "content": [ - { - "type": "text", - "text": "# $derived.by Component Task\n\nCreate a Svelte 5 component that demonstrates the `$derived.by` rune for complex derivations.\n\n## Requirements:\n\n1. Create a text input field that allows the user to enter text\n2. Use `$state` to store the current text value, starting with an empty string\n3. Use `$derived.by` to calculate:\n - The number of words in the text\n - The number of characters in the text\n - Whether the text is considered \"long\" (more than 15 words)\n4. Display all these derived values below the input field\n5. Include a \"Clear\" button that resets the text to an empty string\n\nElements should have these data-testid attributes:\n\n- \"text-input\" for the input field\n- \"word-count\" for displaying the word count\n- \"char-count\" for displaying the character count\n- \"length-indicator\" for displaying whether the text is long\n- \"clear-button\" for the clear button\n\nExample structure:\n\n```html\n
    \n \n \n
    \n

    Words: 0

    \n

    Characters: 0

    \n

    Status: Short text

    \n
    \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "I'll help you create a Svelte 5 component that demonstrates the `$derived.by` rune. Let me start by fetching the necessary documentation." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "input": {} - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: 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use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline 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communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state 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configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested ", - "desired_svelte_version": 5, - "filename": "TextStats.svelte" - } - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_014oXkMhLJWFP8sXuFFzrui3", - "toolName": "svelte-autofixer", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "{\"issues\":[],\"suggestions\":[],\"require_another_tool_call_after_fixing\":false}" - } - ], - "isError": false, - "structuredContent": { - "issues": [], - "suggestions": [], - "require_another_tool_call_after_fixing": false - } - } - } - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "Great! The component is clean with no issues. Now let me test it to ensure it works correctly:" - }, - { - "type": "tool-call", - "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", - "toolName": "TestComponent", - "input": { - "content": "\n\n
    \n\t\n\t\n\t
    \n\t\t

    Words: {stats.words}

    \n\t\t

    Characters: {stats.chars}

    \n\t\t

    \n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

    \n\t
    \n
    \n\n" - } - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", - "toolName": "TestComponent", - "output": { - "type": "json", - "value": { - "success": true, - "message": "All 3 tests passed!", - "passed": 3, - "failed": 0, - "total": 3, - "duration": 994 - } - } - } - ] - } - ] - }, - "providerMetadata": { - "anthropic": { - "usage": { - "input_tokens": 17529, - "output_tokens": 584, - "cache_creation_input_tokens": 0, - "cache_read_input_tokens": 0, - "cache_creation": { - "ephemeral_5m_input_tokens": 0, - "ephemeral_1h_input_tokens": 0 - }, - "service_tier": "standard" - }, - "cacheCreationInputTokens": 0, - "stopSequence": null, - "container": null - }, - "gateway": { - "routing": { - "originalModelId": "anthropic/claude-haiku-4.5", - "resolvedProvider": "anthropic", - "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", - "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", - "fallbacksAvailable": [ - "vertexAnthropic", - "bedrock" - ], - "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", - "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", - "canonicalSlug": "anthropic/claude-haiku-4.5", - "finalProvider": "anthropic", - "attempts": [ - { - "provider": "anthropic", - "internalModelId": "anthropic:claude-haiku-4-5-20251001", - "providerApiModelId": "claude-haiku-4-5-20251001", - "credentialType": "system", - "success": true, - "startTime": 5254173.066915, - "endTime": 5257429.052161, - "statusCode": 200 - } - ], - "modelAttemptCount": 1, - "modelAttempts": [ - { - "modelId": "anthropic/claude-haiku-4.5", - "canonicalSlug": "anthropic/claude-haiku-4.5", - "success": false, - "providerAttemptCount": 0, - "providerAttempts": [] - } - ], - "totalProviderAttemptCount": 0 - }, - "cost": "0.020449", - "marketCost": "0.020449", - "generationId": "gen_01KCAC8XA6JR7NC162MD6WYKCE", - "billableWebSearchCalls": 0 - } - } - }, - { - "content": [ - { - "type": "text", - "text": "Perfect! All tests passed. Now I'll submit the final component:" - }, - { - "type": "tool-call", - "toolCallId": "toolu_01R65difEHCg5mZHBXLfaLUD", - "toolName": "ResultWrite", - "input": { - "content": "\n\n
    \n\t\n\t\n\t
    \n\t\t

    Words: {stats.words}

    \n\t\t

    Characters: {stats.chars}

    \n\t\t

    \n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

    \n\t
    \n
    \n\n" - } - }, - { - "type": "tool-result", - "toolCallId": "toolu_01R65difEHCg5mZHBXLfaLUD", - "toolName": "ResultWrite", - "input": { - "content": "\n\n
    \n\t\n\t\n\t
    \n\t\t

    Words: {stats.words}

    \n\t\t

    Characters: {stats.chars}

    \n\t\t

    \n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

    \n\t
    \n
    \n\n" - }, - "output": { - "success": true - }, - "dynamic": false - } - ], - "finishReason": "tool-calls", - "usage": { - "inputTokens": 18155, - "outputTokens": 577, - "totalTokens": 18732, - "cachedInputTokens": 0 - }, - "warnings": [], - "request": { - "body": { - "tools": [ - { - "type": "function", - "name": "ResultWrite", - "description": "Write your final Svelte component code. Call this when you have completed implementing the component and are ready to submit.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "TestComponent", - "description": "Test your Svelte component against the test suite. Use this to verify your implementation and get feedback on any failing tests before submitting with ResultWrite. Returns detailed information about which tests passed or failed.", - "inputSchema": { - "$schema": "http://json-schema.org/draft-07/schema#", - "type": "object", - "properties": { - "content": { - "description": "The complete Svelte component code to test", - "type": "string" - } - }, - "required": [ - "content" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "get-documentation", - "description": "Retrieves full documentation content for Svelte 5 or SvelteKit sections. Supports flexible search by title (e.g., \"$state\", \"routing\") or file path (e.g., \"cli/overview\"). Can accept a single section name or an array of sections. Before running this, make sure to analyze the users query, as well as the output from list-sections (which should be called first). Then ask for ALL relevant sections the user might require. For example, if the user asks to build anything interactive, you will need to fetch all relevant runes, and so on.", - "inputSchema": { - "type": "object", - "properties": { - "section": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "array", - "items": { - "type": "string" - } - } - ], - "description": "The section name(s) to retrieve. Can search by title (e.g., \"$state\", \"load functions\") or file path (e.g., \"cli/overview\"). Supports single string and array of strings" - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "section" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "list-sections", - "description": "Lists all available Svelte 5 and SvelteKit documentation sections in a structured format. Each section includes a \"use_cases\" field that describes WHEN this documentation would be useful. You should carefully analyze the use_cases field to determine which sections are relevant for the user's query. The use_cases contain comma-separated keywords describing project types (e.g., \"e-commerce\", \"blog\"), features (e.g., \"authentication\", \"forms\"), components (e.g., \"slider\", \"modal\"), development stages (e.g., \"deployment\", \"testing\"), or \"always\" for fundamental concepts. Match these use_cases against the user's intent - for example, if building an e-commerce site, fetch sections with use_cases containing \"e-commerce\", \"product listings\", \"shopping cart\", etc. If building a slider, look for \"slider\", \"carousel\", \"animation\", etc. Returns sections as \"* title: [section_title], use_cases: [use_cases], path: [file_path]\". Always run list-sections FIRST for any Svelte query, then analyze ALL use_cases to identify relevant sections, and finally use get_documentation to fetch ALL relevant sections at once.", - "inputSchema": { - "type": "object", - "properties": {}, - "additionalProperties": false - } - }, - { - "type": "function", - "name": "playground-link", - "description": "Generates a Playground link given a Svelte code snippet. Once you have the final version of the code you want to send to the user, ALWAYS ask the user if it wants a playground link to allow it to quickly check the code in the playground before calling this tool. NEVER use this tool if you have written the component to a file in the user project. The playground accept multiple files so if are importing from other files just include them all at the root level.", - "inputSchema": { - "type": "object", - "properties": { - "name": { - "type": "string", - "description": "The name of the Playground, it should reflect the user task" - }, - "tailwind": { - "type": "boolean", - "description": "If the code requires Tailwind CSS to work...only send true if it it's using tailwind classes in the code" - }, - "files": { - "type": "object", - "additionalProperties": { - "type": "string" - }, - "description": "An object where all the keys are the filenames (with extensions) and the values are the file content. For example: { 'Component.svelte': '', 'utils.js': 'export function ...' }. The playground accept multiple files so if are importing from other files just include them all at the root level." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "name", - "tailwind", - "files" - ], - "additionalProperties": false - } - }, - { - "type": "function", - "name": "svelte-autofixer", - "description": "Given a svelte component or module returns a list of suggestions to fix any issues it has. This tool MUST be used whenever the user is asking to write svelte code before sending the code back to the user", - "inputSchema": { - "type": "object", - "properties": { - "code": { - "type": "string" - }, - "desired_svelte_version": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "number" - } - ], - "description": "The desired svelte version...if possible read this from the package.json of the user project, otherwise use some hint from the wording (if the user asks for runes it wants version 5). Default to 5 in case of doubt." - }, - "async": { - "type": "boolean", - "description": "If true the code is an async component/module and might use await in the markup or top-level awaits in the script tag. If possible check the svelte.config.js/svelte.config.ts to check if the option is enabled otherwise asks the user if they prefer using it or not. You can only use this option if the version is 5." - }, - "filename": { - "type": "string", - "description": "The filename of the component if available, it MUST be only the Component name with .svelte or .svelte.ts extension and not the entire path." - } - }, - "$schema": "http://json-schema.org/draft-07/schema#", - "required": [ - "code", - "desired_svelte_version" - ], - "additionalProperties": false - } - } - ], - "toolChoice": { - "type": "auto" - }, - "prompt": [ - { - "role": "user", - "content": [ - { - "type": "text", - "text": "# $derived.by Component Task\n\nCreate a Svelte 5 component that demonstrates the `$derived.by` rune for complex derivations.\n\n## Requirements:\n\n1. Create a text input field that allows the user to enter text\n2. Use `$state` to store the current text value, starting with an empty string\n3. Use `$derived.by` to calculate:\n - The number of words in the text\n - The number of characters in the text\n - Whether the text is considered \"long\" (more than 15 words)\n4. Display all these derived values below the input field\n5. Include a \"Clear\" button that resets the text to an empty string\n\nElements should have these data-testid attributes:\n\n- \"text-input\" for the input field\n- \"word-count\" for displaying the word count\n- \"char-count\" for displaying the character count\n- \"length-indicator\" for displaying whether the text is long\n- \"clear-button\" for the clear button\n\nExample structure:\n\n```html\n
    \n \n \n
    \n

    Words: 0

    \n

    Characters: 0

    \n

    Status: Short text

    \n
    \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "I'll help you create a Svelte 5 component that demonstrates the `$derived.by` rune. Let me start by fetching the necessary documentation." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "input": {} - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, 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Let me start by fetching the necessary documentation." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "input": {} - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01TZZQKQZtNTKir9Jeetmoeh", - "toolName": "list-sections", - "output": { - "type": "json", - "value": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped 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- "suggestions": [], - "require_another_tool_call_after_fixing": false - } - } - } - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "Great! The component is clean with no issues. Now let me test it to ensure it works correctly:" - }, - { - "type": "tool-call", - "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", - "toolName": "TestComponent", - "input": { - "content": "\n\n
    \n\t\n\t\n\t
    \n\t\t

    Words: {stats.words}

    \n\t\t

    Characters: {stats.chars}

    \n\t\t

    \n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

    \n\t
    \n
    \n\n" - } - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_018PohqSs6iAsTzwAPCYhyB9", - "toolName": "TestComponent", - "output": { - "type": "json", - "value": { - "success": true, - "message": "All 3 tests passed!", - "passed": 3, - "failed": 0, - "total": 3, - "duration": 994 - } - } - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "Perfect! All tests passed. Now I'll submit the final component:" - }, - { - "type": "tool-call", - "toolCallId": "toolu_01R65difEHCg5mZHBXLfaLUD", - "toolName": "ResultWrite", - "input": { - "content": "\n\n
    \n\t\n\t\n\t
    \n\t\t

    Words: {stats.words}

    \n\t\t

    Characters: {stats.chars}

    \n\t\t

    \n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

    \n\t
    \n
    \n\n" - } - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_01R65difEHCg5mZHBXLfaLUD", - "toolName": "ResultWrite", - "output": { - "type": "json", - "value": { - "success": true - } - } - } - ] - } - ] - }, - "providerMetadata": { - "anthropic": { - "usage": { - "input_tokens": 18155, - "output_tokens": 577, - "cache_creation_input_tokens": 0, - "cache_read_input_tokens": 0, - "cache_creation": { - "ephemeral_5m_input_tokens": 0, - "ephemeral_1h_input_tokens": 0 - }, - "service_tier": "standard" - }, - "cacheCreationInputTokens": 0, - "stopSequence": null, - "container": null - }, - "gateway": { - "routing": { - "originalModelId": "anthropic/claude-haiku-4.5", - "resolvedProvider": "anthropic", - "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", - "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", - "fallbacksAvailable": [ - "vertexAnthropic", - "bedrock" - ], - "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", - "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", - "canonicalSlug": "anthropic/claude-haiku-4.5", - "finalProvider": "anthropic", - "attempts": [ - { - "provider": "anthropic", - "internalModelId": "anthropic:claude-haiku-4-5-20251001", - "providerApiModelId": "claude-haiku-4-5-20251001", - "credentialType": "system", - "success": true, - "startTime": 5258548.085947, - "endTime": 5262472.217677, - "statusCode": 200 - } - ], - "modelAttemptCount": 1, - "modelAttempts": [ - { - "modelId": "anthropic/claude-haiku-4.5", - "canonicalSlug": "anthropic/claude-haiku-4.5", - "success": false, - "providerAttemptCount": 0, - "providerAttempts": [] - } - ], - "totalProviderAttemptCount": 0 - }, - "cost": "0.02104", - "marketCost": "0.02104", - "generationId": "gen_01KCAC91JZ6SY8VGPRR85M1RC1", - "billableWebSearchCalls": 0 - } - } - } - ], - "resultWriteContent": "\n\n
    \n\t\n\t\n\t
    \n\t\t

    Words: {stats.words}

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    \n\t\t\tStatus: {stats.isLong ? 'Long text' : 'Short text'}\n\t\t

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    \n\n", - "verification": { - "testName": "derived-by", - "passed": true, - "numTests": 3, - "numPassed": 3, - "numFailed": 0, - "duration": 803 - } - }, - { - "testName": "snippets", - "prompt": "# Snippet Component Task\n\nCreate a simple Svelte 5 component that demonstrates the basic use of snippets.\n\n## Requirements:\n\n1. Create a component with a hardcoded array of 3 book titles (strings) - \"The Lord of the Rings\", \"To Kill a Mockingbird\", and \"1984\"\n2. Create a snippet called `title` that takes a book title string as a parameter\n3. The snippet should display the book title in a `` element with `data-testid=\"book-title\"`\n4. Use the `{@render ...}` syntax to render the snippet for each book title in a list\n5. Each rendered title should be wrapped in a `
  • ` element with `data-testid=\"book-item\"`\n\n## Example HTML structure:\n\n```html\n
      \n
    • The Lord of the Rings
    • \n
    • To Kill a Mockingbird
    • \n
    • 1984
    • \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n", - "steps": [ - { - "content": [ - { - "type": "text", - "text": "I'll help you create a Svelte 5 component that demonstrates the use of snippets. Let me start by fetching the relevant documentation for Svelte 5 snippets." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01Safa7RkBnZYu7aoQe39tdL", - "toolName": "list-sections", - "input": {}, - "dynamic": true - }, - { - "type": "tool-result", - "toolCallId": "toolu_01Safa7RkBnZYu7aoQe39tdL", - "toolName": "list-sections", - "input": {}, - "output": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested " - } - }, - { - "type": "tool-result", - "toolCallId": "toolu_01W26mtzYC9Rs4iNem9qHBZm", - "toolName": "TestComponent", - "input": { - "content": "\n\n
    \n \n {count}\n \n
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    \n \n 0\n \n
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    \n \n \n
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    Words: 0

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    Characters: 0

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    Status: Short text

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      \n
    • The Lord of the Rings
    • \n
    • To Kill a Mockingbird
    • \n
    • 1984
    • \n
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    • \n {@render title(book)}\n
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  • ` element with `data-testid=\"book-item\"`\n\n## Example HTML structure:\n\n```html\n
      \n
    • The Lord of the Rings
    • \n
    • To Kill a Mockingbird
    • \n
    • 1984
    • \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "I'll create a Svelte 5 component that demonstrates the use of snippets with the requirements you specified. Let me start by implementing and testing the component." - }, - { - "type": "tool-call", - "toolCallId": "toolu_011JSVZ9ncVf4DNTQ7kKbKex", - "toolName": "TestComponent", - "input": { - "content": "\n\n
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      \n {#each books as book}\n
    • \n {@render title(book)}\n
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      \n
    • The Lord of the Rings
    • \n
    • To Kill a Mockingbird
    • \n
    • 1984
    • \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n\n\nIMPORTANT: When you have finished implementing the component, use the ResultWrite tool to output your final Svelte component code. Only output the component code itself, no explanations or markdown formatting." - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "I'll create a Svelte 5 component that demonstrates the use of snippets with the requirements you specified. Let me start by implementing and testing the component." - }, - { - "type": "tool-call", - "toolCallId": "toolu_011JSVZ9ncVf4DNTQ7kKbKex", - "toolName": "TestComponent", - "input": { - "content": "\n\n
      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
    \n" - } - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_011JSVZ9ncVf4DNTQ7kKbKex", - "toolName": "TestComponent", - "output": { - "type": "json", - "value": { - "success": false, - "message": "0 of 0 tests failed", - "passed": 0, - "failed": 0, - "total": 0, - "duration": 467, - "error": "/Users/k/Documents/GitHub/ai-sdk-bench/outputs/snippets/Component.svelte:4:2 Unexpected token\nhttps://svelte.dev/e/js_parse_error" - } - } - } - ] - }, - { - "role": "assistant", - "content": [ - { - "type": "text", - "text": "Let me fix the syntax. In Svelte 5, snippets should be declared differently:" - }, - { - "type": "tool-call", - "toolCallId": "toolu_017uaGnKn4uLxjyBTn5nC1tY", - "toolName": "TestComponent", - "input": { - "content": "\n\n
      \n {#each books as book}\n
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      \n
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    • \n
    • To Kill a Mockingbird
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    \n" - } - } - ] - }, - { - "role": "tool", - "content": [ - { - "type": "tool-result", - "toolCallId": "toolu_0114JZFn6NnWfnc9u1a9cD5A", - "toolName": "ResultWrite", - "output": { - "type": "json", - "value": { - "success": true - } - } - } - ] - } - ] - }, - "providerMetadata": { - "anthropic": { - "usage": { - "input_tokens": 1846, - "output_tokens": 181, - "cache_creation_input_tokens": 0, - "cache_read_input_tokens": 0, - "cache_creation": { - "ephemeral_5m_input_tokens": 0, - "ephemeral_1h_input_tokens": 0 - }, - "service_tier": "standard" - }, - "cacheCreationInputTokens": 0, - "stopSequence": null, - "container": null - }, - "gateway": { - "routing": { - "originalModelId": "anthropic/claude-haiku-4.5", - "resolvedProvider": "anthropic", - "resolvedProviderApiModelId": "claude-haiku-4-5-20251001", - "internalResolvedModelId": "anthropic:claude-haiku-4-5-20251001", - "fallbacksAvailable": [ - "vertexAnthropic", - "bedrock" - ], - "internalReasoning": "Selected anthropic as preferred provider for claude-haiku-4.5. 2 fallback(s) available: vertexAnthropic, bedrock", - "planningReasoning": "System credentials planned for: anthropic, vertexAnthropic, bedrock. Total execution order: anthropic(system) → vertexAnthropic(system) → bedrock(system)", - "canonicalSlug": "anthropic/claude-haiku-4.5", - "finalProvider": "anthropic", - "attempts": [ - { - "provider": "anthropic", - "internalModelId": "anthropic:claude-haiku-4-5-20251001", - "providerApiModelId": "claude-haiku-4-5-20251001", - "credentialType": "system", - "success": true, - "startTime": 5377296.423223, - "endTime": 5378703.008614, - "statusCode": 200 - } - ], - "modelAttemptCount": 1, - "modelAttempts": [ - { - "modelId": "anthropic/claude-haiku-4.5", - "canonicalSlug": "anthropic/claude-haiku-4.5", - "success": false, - "providerAttemptCount": 0, - "providerAttempts": [] - } - ], - "totalProviderAttemptCount": 0 - }, - "cost": "0.002751", - "marketCost": "0.002751", - "generationId": "gen_01KCACT223FPC2YS0KZ8S88DSS", - "billableWebSearchCalls": 0 - } - } - } - ], - "resultWriteContent": "\n\n{#snippet title(book)}\n {book}\n{/snippet}\n\n
      \n {#each books as book}\n
    • \n {@render title(book)}\n
    • \n {/each}\n
    \n", - "verification": { - "testName": "snippets", - "passed": true, - "numTests": 3, - "numPassed": 3, - "numFailed": 0, - "duration": 497 - } - } - ], - "metadata": { - "mcpEnabled": false, - "mcpServerUrl": null, - "mcpTransportType": null, - "timestamp": "2025-12-12T23:02:22.045Z", - "model": "anthropic/claude-haiku-4.5", - "pricingKey": "anthropic/claude-haiku-4.5", - "pricing": { - "inputCostPerMTok": 1, - "outputCostPerMTok": 5, - "cacheReadCostPerMTok": 0.09999999999999999 - }, - "totalCost": { - "inputCost": 0.010896, - "outputCost": 0.009355, - "cacheReadCost": 0, - "totalCost": 0.020250999999999998, - "inputTokens": 10896, - "outputTokens": 1871, - "cachedInputTokens": 0 - }, - "cacheSimulation": { - "simulatedCostWithCache": 0.00651075, - "cacheableTokens": 3233, - "cacheHits": 5 - } - } -} \ No newline at end of file diff --git a/results/result-2025-12-13-15-22-27-anthropic-claude-haiku-4.5.json b/results/result-2025-12-13-15-22-27-anthropic-claude-haiku-4.5.json deleted file mode 100644 index 7be6008..0000000 --- a/results/result-2025-12-13-15-22-27-anthropic-claude-haiku-4.5.json +++ /dev/null @@ -1,5706 +0,0 @@ -{ - "tests": [ - { - "testName": "snippets", - "prompt": "# Snippet Component Task\n\nCreate a simple Svelte 5 component that demonstrates the basic use of snippets.\n\n## Requirements:\n\n1. Create a component with a hardcoded array of 3 book titles (strings) - \"The Lord of the Rings\", \"To Kill a Mockingbird\", and \"1984\"\n2. Create a snippet called `title` that takes a book title string as a parameter\n3. The snippet should display the book title in a `` element with `data-testid=\"book-title\"`\n4. Use the `{@render ...}` syntax to render the snippet for each book title in a list\n5. Each rendered title should be wrapped in a `
  • ` element with `data-testid=\"book-item\"`\n\n## Example HTML structure:\n\n```html\n
      \n
    • The Lord of the Rings
    • \n
    • To Kill a Mockingbird
    • \n
    • 1984
    • \n
    \n```\n\nPlease implement this component using Svelte 5 runes.\n", - "steps": [ - { - "content": [ - { - "type": "text", - "text": "I'll help you create a Svelte 5 component that demonstrates the basic use of snippets. Let me first get the documentation on Svelte 5 snippets." - }, - { - "type": "tool-call", - "toolCallId": "toolu_01XLLKC4K1GCoEYuciiY3Ymf", - "toolName": "list-sections", - "input": {}, - "dynamic": true - }, - { - "type": "tool-result", - "toolCallId": "toolu_01XLLKC4K1GCoEYuciiY3Ymf", - "toolName": "list-sections", - "input": {}, - "output": { - "content": [ - { - "type": "text", - "text": "List of available Svelte documentation sections with their intended use cases. The \"use_cases\" field describes WHEN each section would be useful - analyze these carefully to determine which sections match the user's query:\n\n- title: Overview, use_cases: project setup, creating new svelte apps, scaffolding, cli tools, initializing projects, path: cli/overview\n- title: Frequently asked questions, use_cases: project setup, initializing new svelte projects, troubleshooting cli installation, package manager configuration, path: cli/faq\n- title: sv create, use_cases: project setup, starting new sveltekit app, initializing project, creating from playground, choosing project template, path: cli/sv-create\n- title: sv add, use_cases: project setup, adding features to existing projects, integrating tools, testing setup, styling setup, authentication, database setup, deployment adapters, path: cli/sv-add\n- title: sv check, use_cases: code quality, ci/cd pipelines, error checking, typescript projects, pre-commit hooks, finding unused css, accessibility auditing, production builds, path: cli/sv-check\n- title: sv migrate, use_cases: migration, upgrading svelte versions, upgrading sveltekit versions, modernizing codebase, svelte 3 to 4, svelte 4 to 5, sveltekit 1 to 2, adopting runes, refactoring deprecated apis, path: cli/sv-migrate\n- title: devtools-json, use_cases: development setup, chrome devtools integration, browser-based editing, local development workflow, debugging setup, path: cli/devtools-json\n- title: drizzle, use_cases: database setup, sql queries, orm integration, data modeling, postgresql, mysql, sqlite, server-side data access, database migrations, type-safe queries, path: cli/drizzle\n- title: eslint, use_cases: code quality, linting, error detection, project setup, code standards, team collaboration, typescript projects, path: cli/eslint\n- title: lucia, use_cases: authentication, login systems, user management, registration pages, session handling, auth setup, path: cli/lucia\n- title: mcp, use_cases: use title and path to estimate use case, path: cli/mcp\n- title: mdsvex, use_cases: blog, content sites, markdown rendering, documentation sites, technical writing, cms integration, article pages, path: cli/mdsvex\n- title: paraglide, use_cases: internationalization, multi-language sites, i18n, translation, localization, language switching, global apps, multilingual content, path: cli/paraglide\n- title: playwright, use_cases: browser testing, e2e testing, integration testing, test automation, quality assurance, ci/cd pipelines, testing user flows, path: cli/playwright\n- title: prettier, use_cases: code formatting, project setup, code style consistency, team collaboration, linting configuration, path: cli/prettier\n- title: storybook, use_cases: component development, design systems, ui library, isolated component testing, documentation, visual testing, component showcase, path: cli/storybook\n- title: sveltekit-adapter, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, static site generation, node server, vercel, cloudflare, netlify, path: cli/sveltekit-adapter\n- title: tailwindcss, use_cases: project setup, styling, css framework, rapid prototyping, utility-first css, design systems, responsive design, adding tailwind to svelte, path: cli/tailwind\n- title: vitest, use_cases: testing, unit tests, component testing, test setup, quality assurance, ci/cd pipelines, test-driven development, path: cli/vitest\n- title: Introduction, use_cases: learning sveltekit, project setup, understanding framework basics, choosing between svelte and sveltekit, getting started with full-stack apps, path: kit/introduction\n- title: Creating a project, use_cases: project setup, starting new sveltekit app, initial development environment, first-time sveltekit users, scaffolding projects, path: kit/creating-a-project\n- title: Project types, use_cases: deployment, project setup, choosing adapters, ssg, spa, ssr, serverless, mobile apps, desktop apps, pwa, offline apps, browser extensions, separate backend, docker containers, path: kit/project-types\n- title: Project structure, use_cases: project setup, understanding file structure, organizing code, starting new project, learning sveltekit basics, path: kit/project-structure\n- title: Web standards, use_cases: always, any sveltekit project, data fetching, forms, api routes, server-side rendering, deployment to various platforms, path: kit/web-standards\n- title: Routing, use_cases: routing, navigation, multi-page apps, project setup, file structure, api endpoints, data loading, layouts, error pages, always, path: kit/routing\n- title: Loading data, use_cases: data fetching, api calls, database queries, dynamic routes, page initialization, loading states, authentication checks, ssr data, form data, content rendering, path: kit/load\n- title: Form actions, use_cases: forms, user input, data submission, authentication, login systems, user registration, progressive enhancement, validation errors, path: kit/form-actions\n- title: Page options, use_cases: prerendering static sites, ssr configuration, spa setup, client-side rendering control, url trailing slash handling, adapter deployment config, build optimization, path: kit/page-options\n- title: State management, use_cases: sveltekit, server-side rendering, ssr, state management, authentication, data persistence, load functions, context api, navigation, component lifecycle, path: kit/state-management\n- title: Remote functions, use_cases: data fetching, server-side logic, database queries, type-safe client-server communication, forms, user input, mutations, authentication, crud operations, optimistic updates, path: kit/remote-functions\n- title: Building your app, use_cases: production builds, deployment preparation, build process optimization, adapter configuration, preview before deployment, path: kit/building-your-app\n- title: Adapters, use_cases: deployment, production builds, hosting setup, choosing deployment platform, configuring adapters, path: kit/adapters\n- title: Zero-config deployments, use_cases: deployment, production builds, hosting setup, choosing deployment platform, ci/cd configuration, path: kit/adapter-auto\n- title: Node servers, use_cases: deployment, production builds, node.js hosting, custom server setup, environment configuration, reverse proxy setup, docker deployment, systemd services, path: kit/adapter-node\n- title: Static site generation, use_cases: static site generation, ssg, prerendering, deployment, github pages, spa mode, blogs, documentation sites, marketing sites, path: kit/adapter-static\n- title: Single-page apps, use_cases: spa mode, single-page apps, client-only rendering, static hosting, mobile app wrappers, no server-side logic, adapter-static setup, fallback pages, path: kit/single-page-apps\n- title: Cloudflare, use_cases: deployment, cloudflare workers, cloudflare pages, hosting setup, production builds, serverless deployment, edge computing, path: kit/adapter-cloudflare\n- title: Cloudflare Workers, use_cases: deploying to cloudflare workers, cloudflare workers sites deployment, legacy cloudflare adapter, wrangler configuration, cloudflare platform bindings, path: kit/adapter-cloudflare-workers\n- title: Netlify, use_cases: deployment, netlify hosting, production builds, serverless functions, edge functions, static site hosting, path: kit/adapter-netlify\n- title: Vercel, use_cases: deployment, vercel hosting, production builds, serverless functions, edge functions, isr, image optimization, environment variables, path: kit/adapter-vercel\n- title: Writing adapters, use_cases: custom deployment, building adapters, unsupported platforms, adapter development, custom hosting environments, path: kit/writing-adapters\n- title: Advanced routing, use_cases: advanced routing, dynamic routes, file viewers, nested paths, custom 404 pages, url validation, route parameters, multi-level navigation, path: kit/advanced-routing\n- title: Hooks, use_cases: authentication, logging, error tracking, request interception, api proxying, custom routing, internationalization, database initialization, middleware logic, session management, path: kit/hooks\n- title: Errors, use_cases: error handling, custom error pages, 404 pages, api error responses, production error logging, error tracking, type-safe errors, path: kit/errors\n- title: Link options, use_cases: routing, navigation, multi-page apps, performance optimization, link preloading, forms with get method, search functionality, focus management, scroll behavior, path: kit/link-options\n- title: Service workers, use_cases: offline support, pwa, caching strategies, performance optimization, precaching assets, network resilience, progressive web apps, path: kit/service-workers\n- title: Server-only modules, use_cases: api keys, environment variables, sensitive data protection, backend security, preventing data leaks, server-side code isolation, path: kit/server-only-modules\n- title: Snapshots, use_cases: forms, user input, preserving form data, multi-step forms, navigation state, preventing data loss, textarea content, input fields, comment systems, surveys, path: kit/snapshots\n- title: Shallow routing, use_cases: modals, dialogs, image galleries, overlays, history-driven ui, mobile-friendly navigation, photo viewers, lightboxes, drawer menus, path: kit/shallow-routing\n- title: Observability, use_cases: performance monitoring, debugging, observability, tracing requests, production diagnostics, analyzing slow requests, finding bottlenecks, monitoring server-side operations, path: kit/observability\n- title: Packaging, use_cases: building component libraries, publishing npm packages, creating reusable svelte components, library development, package distribution, path: kit/packaging\n- title: Auth, use_cases: authentication, login systems, user management, session handling, jwt tokens, protected routes, user credentials, authorization checks, path: kit/auth\n- title: Performance, use_cases: performance optimization, slow loading pages, production deployment, debugging performance issues, reducing bundle size, improving load times, path: kit/performance\n- title: Icons, use_cases: icons, ui components, styling, css frameworks, tailwind, unocss, performance optimization, dependency management, path: kit/icons\n- title: Images, use_cases: image optimization, responsive images, performance, hero images, product photos, galleries, cms integration, cdn setup, asset management, path: kit/images\n- title: Accessibility, use_cases: always, any sveltekit project, screen reader support, keyboard navigation, multi-page apps, client-side routing, internationalization, multilingual sites, path: kit/accessibility\n- title: SEO, use_cases: seo optimization, search engine ranking, content sites, blogs, marketing sites, public-facing apps, sitemaps, amp pages, meta tags, performance optimization, path: kit/seo\n- title: Frequently asked questions, use_cases: troubleshooting package imports, library compatibility issues, client-side code execution, external api integration, middleware setup, database configuration, view transitions, yarn configuration, path: kit/faq\n- title: Integrations, use_cases: project setup, css preprocessors, postcss, scss, sass, less, stylus, typescript setup, adding integrations, tailwind, testing, auth, linting, formatting, path: kit/integrations\n- title: Breakpoint Debugging, use_cases: debugging, breakpoints, development workflow, troubleshooting issues, vscode setup, ide configuration, inspecting code execution, path: kit/debugging\n- title: Migrating to SvelteKit v2, use_cases: migration, upgrading from sveltekit 1 to 2, breaking changes, version updates, path: kit/migrating-to-sveltekit-2\n- title: Migrating from Sapper, use_cases: migrating from sapper, upgrading legacy projects, sapper to sveltekit conversion, project modernization, path: kit/migrating\n- title: Additional resources, use_cases: troubleshooting, getting help, finding examples, learning sveltekit, project templates, common issues, community support, path: kit/additional-resources\n- title: Glossary, use_cases: rendering strategies, performance optimization, deployment configuration, seo requirements, static sites, spas, server-side rendering, prerendering, edge deployment, pwa development, path: kit/glossary\n- title: @sveltejs/kit, use_cases: forms, form actions, server-side validation, form submission, error handling, redirects, json responses, http errors, server utilities, path: kit/@sveltejs-kit\n- title: @sveltejs/kit/hooks, use_cases: middleware, request processing, authentication chains, logging, multiple hooks, request/response transformation, path: kit/@sveltejs-kit-hooks\n- title: @sveltejs/kit/node/polyfills, use_cases: node.js environments, custom servers, non-standard runtimes, ssr setup, web api compatibility, polyfill requirements, path: kit/@sveltejs-kit-node-polyfills\n- title: @sveltejs/kit/node, use_cases: node.js adapter, custom server setup, http integration, streaming files, node deployment, server-side rendering with node, path: kit/@sveltejs-kit-node\n- title: @sveltejs/kit/vite, use_cases: project setup, vite configuration, initial sveltekit setup, build tooling, path: kit/@sveltejs-kit-vite\n- title: $app/environment, use_cases: always, conditional logic, client-side code, server-side code, build-time logic, prerendering, development vs production, environment detection, path: kit/$app-environment\n- title: $app/forms, use_cases: forms, user input, data submission, progressive enhancement, custom form handling, form validation, path: kit/$app-forms\n- title: $app/navigation, use_cases: routing, navigation, multi-page apps, programmatic navigation, data reloading, preloading, shallow routing, navigation lifecycle, scroll handling, view transitions, path: kit/$app-navigation\n- title: $app/paths, use_cases: static assets, images, fonts, public files, base path configuration, subdirectory deployment, cdn setup, asset urls, links, navigation, path: kit/$app-paths\n- title: $app/server, use_cases: remote functions, server-side logic, data fetching, form handling, api endpoints, client-server communication, prerendering, file reading, batch queries, path: kit/$app-server\n- title: $app/state, use_cases: routing, navigation, multi-page apps, loading states, url parameters, form handling, error states, version updates, page metadata, shallow routing, path: kit/$app-state\n- title: $app/stores, use_cases: legacy projects, sveltekit pre-2.12, migration from stores to runes, maintaining older codebases, accessing page data, navigation state, app version updates, path: kit/$app-stores\n- title: $app/types, use_cases: routing, navigation, type safety, route parameters, dynamic routes, link generation, pathname validation, multi-page apps, path: kit/$app-types\n- title: $env/dynamic/private, use_cases: api keys, secrets management, server-side config, environment variables, backend logic, deployment-specific settings, private data handling, path: kit/$env-dynamic-private\n- title: $env/dynamic/public, use_cases: environment variables, client-side config, runtime configuration, public api keys, deployment-specific settings, multi-environment apps, path: kit/$env-dynamic-public\n- title: $env/static/private, use_cases: server-side api keys, backend secrets, database credentials, private configuration, build-time optimization, server endpoints, authentication tokens, path: kit/$env-static-private\n- title: $env/static/public, use_cases: environment variables, public config, client-side data, api endpoints, build-time configuration, public constants, path: kit/$env-static-public\n- title: $lib, use_cases: project setup, component organization, importing shared components, reusable ui elements, code structure, path: kit/$lib\n- title: $service-worker, use_cases: offline support, pwa, service workers, caching strategies, progressive web apps, offline-first apps, path: kit/$service-worker\n- title: Configuration, use_cases: project setup, configuration, adapters, deployment, build settings, environment variables, routing customization, prerendering, csp security, csrf protection, path configuration, typescript setup, path: kit/configuration\n- title: Command Line Interface, use_cases: project setup, typescript configuration, generated types, ./$types imports, initial project configuration, path: kit/cli\n- title: Types, use_cases: typescript, type safety, route parameters, api endpoints, load functions, form actions, generated types, jsconfig setup, path: kit/types\n- title: Overview, use_cases: use title and path to estimate use case, path: mcp/overview\n- title: Local setup, use_cases: use title and path to estimate use case, path: mcp/local-setup\n- title: Remote setup, use_cases: use title and path to estimate use case, path: mcp/remote-setup\n- title: Tools, use_cases: use title and path to estimate use case, path: mcp/tools\n- title: Resources, use_cases: use title and path to estimate use case, path: mcp/resources\n- title: Prompts, use_cases: use title and path to estimate use case, path: mcp/prompts\n- title: Overview, use_cases: always, any svelte project, getting started, learning svelte, introduction, project setup, understanding framework basics, path: svelte/overview\n- title: Getting started, use_cases: project setup, starting new svelte project, initial installation, choosing between sveltekit and vite, editor configuration, path: svelte/getting-started\n- title: .svelte files, use_cases: always, any svelte project, component creation, project setup, learning svelte basics, path: svelte/svelte-files\n- title: .svelte.js and .svelte.ts files, use_cases: shared reactive state, reusable reactive logic, state management across components, global stores, custom reactive utilities, path: svelte/svelte-js-files\n- title: What are runes?, use_cases: always, any svelte 5 project, understanding core syntax, learning svelte 5, migration from svelte 4, path: svelte/what-are-runes\n- title: $state, use_cases: always, any svelte project, core reactivity, state management, counters, forms, todo apps, interactive ui, data updates, class-based components, path: svelte/$state\n- title: $derived, use_cases: always, any svelte project, computed values, reactive calculations, derived data, transforming state, dependent values, path: svelte/$derived\n- title: $effect, use_cases: canvas drawing, third-party library integration, dom manipulation, side effects, intervals, timers, network requests, analytics tracking, path: svelte/$effect\n- title: $props, use_cases: always, any svelte project, passing data to components, component communication, reusable components, component props, path: svelte/$props\n- title: $bindable, use_cases: forms, user input, two-way data binding, custom input components, parent-child communication, reusable form fields, path: svelte/$bindable\n- title: $inspect, use_cases: debugging, development, tracking state changes, reactive state monitoring, troubleshooting reactivity issues, path: svelte/$inspect\n- title: $host, use_cases: custom elements, web components, dispatching custom events, component library, framework-agnostic components, path: svelte/$host\n- title: Basic markup, use_cases: always, any svelte project, basic markup, html templating, component structure, attributes, events, props, text rendering, path: svelte/basic-markup\n- title: {#if ...}, use_cases: always, conditional rendering, showing/hiding content, dynamic ui, user permissions, loading states, error handling, form validation, path: svelte/if\n- title: {#each ...}, use_cases: always, lists, arrays, iteration, product listings, todos, tables, grids, dynamic content, shopping carts, user lists, comments, feeds, path: svelte/each\n- title: {#key ...}, use_cases: animations, transitions, component reinitialization, forcing component remount, value-based ui updates, resetting component state, path: svelte/key\n- title: {#await ...}, use_cases: async data fetching, api calls, loading states, promises, error handling, lazy loading components, dynamic imports, path: svelte/await\n- title: {#snippet ...}, use_cases: reusable markup, component composition, passing content to components, table rows, list items, conditional rendering, reducing duplication, path: svelte/snippet\n- title: {@render ...}, use_cases: reusable ui patterns, component composition, conditional rendering, fallback content, layout components, slot alternatives, template reuse, path: svelte/@render\n- title: {@html ...}, use_cases: rendering html strings, cms content, rich text editors, markdown to html, blog posts, wysiwyg output, sanitized html injection, dynamic html content, path: svelte/@html\n- title: {@attach ...}, use_cases: tooltips, popovers, dom manipulation, third-party libraries, canvas drawing, element lifecycle, interactive ui, custom directives, wrapper components, path: svelte/@attach\n- title: {@const ...}, use_cases: computed values in loops, derived calculations in blocks, local variables in each iterations, complex list rendering, path: svelte/@const\n- title: {@debug ...}, use_cases: debugging, development, troubleshooting, tracking state changes, monitoring variables, reactive data inspection, path: svelte/@debug\n- title: bind:, use_cases: forms, user input, two-way data binding, interactive ui, media players, file uploads, checkboxes, radio buttons, select dropdowns, contenteditable, dimension tracking, path: svelte/bind\n- title: use:, use_cases: custom directives, dom manipulation, third-party library integration, tooltips, click outside, gestures, focus management, element lifecycle hooks, path: svelte/use\n- title: transition:, use_cases: animations, interactive ui, modals, dropdowns, notifications, conditional content, show/hide elements, smooth state changes, path: svelte/transition\n- title: in: and out:, use_cases: animation, transitions, interactive ui, conditional rendering, independent enter/exit effects, modals, tooltips, notifications, path: svelte/in-and-out\n- title: animate:, use_cases: sortable lists, drag and drop, reorderable items, todo lists, kanban boards, playlist editors, priority queues, animated list reordering, path: svelte/animate\n- title: style:, use_cases: dynamic styling, conditional styles, theming, dark mode, responsive design, interactive ui, component styling, path: svelte/style\n- title: class, use_cases: always, conditional styling, dynamic classes, tailwind css, component styling, reusable components, responsive design, path: svelte/class\n- title: await, use_cases: async data fetching, loading states, server-side rendering, awaiting promises in components, async validation, concurrent data loading, path: svelte/await-expressions\n- title: Scoped styles, use_cases: always, styling components, scoped css, component-specific styles, preventing style conflicts, animations, keyframes, path: svelte/scoped-styles\n- title: Global styles, use_cases: global styles, third-party libraries, css resets, animations, styling body/html, overriding component styles, shared keyframes, base styles, path: svelte/global-styles\n- title: Custom properties, use_cases: theming, custom styling, reusable components, design systems, dynamic colors, component libraries, ui customization, path: svelte/custom-properties\n- title: Nested