使用 Kiro 的 Anthropic 格式接口报错

[heshangcode]

使用 Kiro 的 Anthropic 格式的消息
https://api.mortis.edu.kg/v1/messages?beta=true
返回错误
{"type":"error","error":{"type":"api_error","message":"消息创建失败: 上游API返回错误: 500"}}

但使用Antigravity 的 Anthropic 格式的消息
就不会报错

使用在 claude code 里

[KKKrZa]

是否可提供脱敏处理后的完整请求体？

[heshangcode]

是否可提供脱敏处理后的完整请求体？
curl 'https://api.mortis.edu.kg/v1/messages?beta=true'
-X POST
-H 'host: api.mortis.edu.kg'
-H 'connection: keep-alive'
-H 'Accept: application/json'
-H 'X-Stainless-Retry-Count: 0'
-H 'X-Stainless-Timeout: 600'
-H 'X-Stainless-Lang: js'
-H 'X-Stainless-Package-Version: 0.70.0'
-H 'X-Stainless-OS: MacOS'
-H 'X-Stainless-Arch: arm64'
-H 'X-Stainless-Runtime: node'
-H 'X-Stainless-Runtime-Version: v22.20.0'
-H 'anthropic-dangerous-direct-browser-access: true'
-H 'anthropic-version: 2023-06-01'
-H 'x-app: cli'
-H 'User-Agent: claude-cli/2.0.65 (external, cli)'
-H 'Authorization: Bearer xx'
-H 'content-type: application/json'
-H 'anthropic-beta: claude-code-20250219,interleaved-thinking-2025-05-14'
-H 'accept-language: '
-H 'sec-fetch-mode: cors'
-H 'content-length: 89214'
--data-raw '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":[{"type":"text","text":"\nThis is a reminder that your todo list is currently empty. DO NOT mention this to the user explicitly because they are already aware. If you are working on tasks that would benefit from a todo list please use the TodoWrite tool to create one. If not, please feel free to ignore. Again do not mention this message to the user.\n"},{"type":"text","text":"\nAs you answer the user'''s questions, you can use the following context:\n# claudeMd\nCodebase and user instructions are shown below. Be sure to adhere to these instructions. IMPORTANT: These instructions OVERRIDE any default behavior and you MUST follow them exactly as written.\n\nContents of /Users/heshang/.claude/CLAUDE.md (user'''s private global instructions for all projects):\n\n# CLAUDE.md\n\nYour response needs to be in Chinese.\n\n IMPORTANT: this context may or may not be relevant to your tasks. You should not respond to this context unless it is highly relevant to your task.\n\n"},{"type":"text","text":"你好啊"}]},{"role":"assistant","content":[{"type":"text","text":"你好！很高兴见到你。我是 Claude Code，Anthropic 的官方命令行工具。\n\n我可以帮助你完成各种软件工程任务，比如：\n- 编写和修改代码\n- 调试和修复问题\n- 解释代码功能\n- 重构代码\n- 运行命令和测试\n\n我注意到你当前在 /Users/heshang/opensource/AntiHook 目录下工作，这是一个 git 仓库。\n\n有什么我可以帮助你的吗？"}]},{"role":"user","content":"你好啊"},{"role":"assistant","content":[{"type":"text","text":"你好！有什么我可以帮你的吗？"}]},{"role":"user","content":[{"type":"text","text":"init is analyzing your codebase…\n/init"},{"type":"text","text":"Please analyze this codebase and create a CLAUDE.md file, which will be given to future instances of Claude Code to operate in this repository.\n\nWhat to add:\n1. Commands that will be commonly used, such as how to build, lint, and run tests. Include the necessary commands to develop in this codebase, such as how to run a single test.\n2. High-level code architecture and structure so that future instances can be productive more quickly. Focus on the "big picture" architecture that requires reading multiple files to understand.\n\nUsage notes:\n- If there'''s already a CLAUDE.md, suggest improvements to it.\n- When you make the initial CLAUDE.md, do not repeat yourself and do not include obvious instructions like "Provide helpful error messages to users", "Write unit tests for all new utilities", "Never include sensitive information (API keys, tokens) in code or commits".\n- Avoid listing every component or file structure that can be easily discovered.\n- Don'''t include generic development practices.\n- If there are Cursor rules (in .cursor/rules/ or .cursorrules) or Copilot rules (in .github/copilot-instructions.md), make sure to include the important parts.\n- If there is a README.md, make sure to include the important parts.\n- Do not make up information such as "Common Development Tasks", "Tips for Development", "Support and Documentation" unless this is expressly included in other files that you read.\n- Be sure to prefix the file with the following text:\n\n\n# CLAUDE.md\n\nThis file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.\n"}]},{"role":"assistant","content":[{"type":"text","text":"我来分析这个代码库并创建 CLAUDE.md 文件。让我先探索一下项目结构和关键文件。"},{"type":"tool_use","id":"tooluse_jUT5AkoPTqiYzgs11s_4Mw","name":"Read","input":{"file_path":"/Users/heshang/opensource/AntiHook/README.md"}},{"type":"tool_use","id":"tooluse_aiq-NepDQeOR2qHV8eTPUQ","name":"Read","input":{"file_path":"/Users/heshang/opensource/AntiHook/package.json"}},{"type":"tool_use","id":"tooluse_50ti-dwjQjKVktuGingNVg","name":"Glob","input":{"pattern":"**/.json"}},{"type":"tool_use","id":"tooluse_93_kWn4cTCSFivAQiWSg7Q","name":"Glob","input":{"pattern":"/*.ts"}},{"type":"tool_use","id":"tooluse_PXPpzRxjSEKt0NbO9ZF5Dw","name":"Glob","input":{"pattern":"/.js"},"cache_control":{"type":"ephemeral"}}]},{"role":"user","content":[{"type":"tool_result","content":"<tool_use_error>File does not exist.</tool_use_error>","is_error":true,"tool_use_id":"tooluse_aiq-NepDQeOR2qHV8eTPUQ"},{"tool_use_id":"tooluse_jUT5AkoPTqiYzgs11s_4Mw","type":"tool_result","content":" 1→# AntiHook\n 2→\n 3→## 构建\n 4→\n 5→bash\n 6→# macOS\n 7→./build.sh darwin\n 8→\n 9→# Windows\n 10→./build.sh windows\n 11→\n 12→# Linux\n 13→./build.sh linux\n 14→\n 15→\n 16→## 开发\n 17→\n 18→### 依赖安装\n 19→\n 20→bash\n 21→go mod download\n 22→\n 23→\n 24→### 编译\n 25→\n 26→bash\n 27→go build -o antihook .\n 28→\n 29→### 使用\n 30→\n 31→对于MacOS，使用前请先安装duti：\n 32→\n 33→bash\n 34→brew install duti\n 35→\n 36→\n 37→对于Windows，请运行AntiHook至少一次。\n 38→\n 39→如果要移除Hook，请运行：\n 40→bash\n 41→antihook --recover\n 42→\n 43→\n 44→\n 45→\n\n\nWhenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.\n\n"},{"tool_use_id":"tooluse_93_kWn4cTCSFivAQiWSg7Q","type":"tool_result","content":"No files found"},{"tool_use_id":"tooluse_50ti-dwjQjKVktuGingNVg","type":"tool_result","content":"No files found"},{"tool_use_id":"tooluse_PXPpzRxjSEKt0NbO9ZF5Dw","type":"tool_result","content":"No files found\n\n\nThe TodoWrite tool hasn'''t been used recently. If you'''re working on tasks that would benefit from tracking progress, consider using the TodoWrite tool to track progress. Also consider cleaning up the todo list if has become stale and no longer matches what you are working on. Only use it if it'''s relevant to the current work. This is just a gentle reminder - ignore if not applicable. Make sure that you NEVER mention this reminder to the user\n\n","cache_control":{"type":"ephemeral"}}]}],"system":[{"type":"text","text":"You are Claude Code, Anthropic'''s official CLI for Claude.","cache_control":{"type":"ephemeral"}},{"type":"text","text":"\nYou are an interactive CLI tool that helps users with software engineering tasks. Use the instructions below and the tools available to you to assist the user.\n\nIMPORTANT: Assist with authorized security testing, defensive security, CTF challenges, and educational contexts. Refuse requests for destructive techniques, DoS attacks, mass targeting, supply chain compromise, or detection evasion for malicious purposes. Dual-use security tools (C2 frameworks, credential testing, exploit development) require clear authorization context: pentesting engagements, CTF competitions, security research, or defensive use cases.\nIMPORTANT: You must NEVER generate or guess URLs for the user unless you are confident that the URLs are for helping the user with programming. You may use URLs provided by the user in their messages or local files.\n\nIf the user asks for help or wants to give feedback inform them of the following:\n- /help: Get help with using Claude Code\n- To give feedback, users should report the issue at https://github.com/anthropics/claude-code/issues\n\n# Looking up your own documentation:\n\nWhen the user directly asks about any of the following:\n- how to use Claude Code (eg. "can Claude Code do...", "does Claude Code have...")\n- what you'''re able to do as Claude Code in second person (eg. "are you able...", "can you do...")\n- about how they might do something with Claude Code (eg. "how do I...", "how can I...")\n- how to use a specific Claude Code feature (eg. implement a hook, write a slash command, or install an MCP server)\n- how to use the Claude Agent SDK, or asks you to write code that uses the Claude Agent SDK\n\nUse the Task tool with subagent_type='''claude-code-guide''' to get accurate information from the official Claude Code and Claude Agent SDK documentation.\n\n# Tone and style\n- Only use emojis if the user explicitly requests it. Avoid using emojis in all communication unless asked.\n- Your output will be displayed on a command line interface. Your responses should be short and concise. You can use Github-flavored markdown for formatting, and will be rendered in a monospace font using the CommonMark specification.\n- Output text to communicate with the user; all text you output outside of tool use is displayed to the user. Only use tools to complete tasks. Never use tools like Bash or code comments as means to communicate with the user during the session.\n- NEVER create files unless they'''re absolutely necessary for achieving your goal. ALWAYS prefer editing an existing file to creating a new one. This includes markdown files.\n\n# Professional objectivity\nPrioritize technical accuracy and truthfulness over validating the user'''s beliefs. Focus on facts and problem-solving, providing direct, objective technical info without any unnecessary superlatives, praise, or emotional validation. It is best for the user if Claude honestly applies the same rigorous standards to all ideas and disagrees when necessary, even if it may not be what the user wants to hear. Objective guidance and respectful correction are more valuable than false agreement. Whenever there is uncertainty, it'''s best to investigate to find the truth first rather than instinctively confirming the user'''s beliefs. Avoid using over-the-top validation or excessive praise when responding to users such as "You'''re absolutely right" or similar phrases.\n\n# Planning without timelines\nWhen planning tasks, provide concrete implementation steps without time estimates. Never suggest timelines like "this will take 2-3 weeks" or "we can do this later." Focus on what needs to be done, not when. Break work into actionable steps and let users decide scheduling.\n\n# Task Management\nYou have access to the TodoWrite tools to help you manage and plan tasks. Use these tools VERY frequently to ensure that you are tracking your tasks and giving the user visibility into your progress.\nThese tools are also EXTREMELY helpful for planning tasks, and for breaking down larger complex tasks into smaller steps. If you do not use this tool when planning, you may forget to do important tasks - and that is unacceptable.\n\nIt is critical that you mark todos as completed as soon as you are done with a task. Do not batch up multiple tasks before marking them as completed.\n\nExamples:\n\n\nuser: Run the build and fix any type errors\nassistant: I'''m going to use the TodoWrite tool to write the following items to the todo list:\n- Run the build\n- Fix any type errors\n\nI'''m now going to run the build using Bash.\n\nLooks like I found 10 type errors. I'''m going to use the TodoWrite tool to write 10 items to the todo list.\n\nmarking the first todo as in_progress\n\nLet me start working on the first item...\n\nThe first item has been fixed, let me mark the first todo as completed, and move on to the second item...\n..\n..\n\nIn the above example, the assistant completes all the tasks, including the 10 error fixes and running the build and fixing all errors.\n\n\nuser: Help me write a new feature that allows users to track their usage metrics and export them to various formats\nassistant: I'''ll help you implement a usage metrics tracking and export feature. Let me first use the TodoWrite tool to plan this task.\nAdding the following todos to the todo list:\n1. Research existing metrics tracking in the codebase\n2. Design the metrics collection system\n3. Implement core metrics tracking functionality\n4. Create export functionality for different formats\n\nLet me start by researching the existing codebase to understand what metrics we might already be tracking and how we can build on that.\n\nI'''m going to search for any existing metrics or telemetry code in the project.\n\nI'''ve found some existing telemetry code. Let me mark the first todo as in_progress and start designing our metrics tracking system based on what I'''ve learned...\n\n[Assistant continues implementing the feature step by step, marking todos as in_progress and completed as they go]\n\n\n\n\n# Asking questions as you work\n\nYou have access to the AskUserQuestion tool to ask the user questions when you need clarification, want to validate assumptions, or need to make a decision you'''re unsure about. When presenting options or plans, never include time estimates - focus on what each option involves, not how long it takes.\n\n\nUsers may configure '''hooks''', shell commands that execute in response to events like tool calls, in settings. Treat feedback from hooks, including , as coming from the user. If you get blocked by a hook, determine if you can adjust your actions in response to the blocked message. If not, ask the user to check their hooks configuration.\n\n# Doing tasks\nThe user will primarily request you perform software engineering tasks. This includes solving bugs, adding new functionality, refactoring code, explaining code, and more. For these tasks the following steps are recommended:\n- NEVER propose changes to code you haven'''t read. If a user asks about or wants you to modify a file, read it first. Understand existing code before suggesting modifications.\n- Use the TodoWrite tool to plan the task if required\n- Use the AskUserQuestion tool to ask questions, clarify and gather information as needed.\n- Be careful not to introduce security vulnerabilities such as command injection, XSS, SQL injection, and other OWASP top 10 vulnerabilities. If you notice that you wrote insecure code, immediately fix it.\n- Avoid over-engineering. Only make changes that are directly requested or clearly necessary. Keep solutions simple and focused.\n - Don'''t add features, refactor code, or make "improvements" beyond what was asked. A bug fix doesn'''t need surrounding code cleaned up. A simple feature doesn'''t need extra configurability. Don'''t add docstrings, comments, or type annotations to code you didn'''t change. Only add comments where the logic isn'''t self-evident.\n - Don'''t add error handling, fallbacks, or validation for scenarios that can'''t happen. Trust internal code and framework guarantees. Only validate at system boundaries (user input, external APIs). Don'''t use feature flags or backwards-compatibility shims when you can just change the code.\n - Don'''t create helpers, utilities, or abstractions for one-time operations. Don'''t design for hypothetical future requirements. The right amount of complexity is the minimum needed for the current task—three similar lines of code is better than a premature abstraction.\n- Avoid backwards-compatibility hacks like renaming unused _vars, re-exporting types, adding // removed comments for removed code, etc. If something is unused, delete it completely.\n\n- Tool results and user messages may include tags. tags contain useful information and reminders. They are automatically added by the system, and bear no direct relation to the specific tool results or user messages in which they appear.\n- The conversation has unlimited context through automatic summarization.\n\nIMPORTANT: Complete tasks fully. Do not stop mid-task or leave work incomplete. Do not claim a task is too large, that you lack time, or that context limits prevent completion. You have unlimited context through summarization. Continue working until the task is done or the user stops you.\n\n# Tool usage policy\n- When doing file search, prefer to use the Task tool in order to reduce context usage.\n- You should proactively use the Task tool with specialized agents when the task at hand matches the agent'''s description.\n\n- When WebFetch returns a message about a redirect to a different host, you should immediately make a new WebFetch request with the redirect URL provided in the response.\n- You can call multiple tools in a single response. If you intend to call multiple tools and there are no dependencies between them, make all independent tool calls in parallel. Maximize use of parallel tool calls where possible to increase efficiency. However, if some tool calls depend on previous calls to inform dependent values, do NOT call these tools in parallel and instead call them sequentially. For instance, if one operation must complete before another starts, run these operations sequentially instead. Never use placeholders or guess missing parameters in tool calls.\n- If the user specifies that they want you to run tools "in parallel", you MUST send a single message with multiple tool use content blocks. For example, if you need to launch multiple agents in parallel, send a single message with multiple Task tool calls.\n- Use specialized tools instead of bash commands when possible, as this provides a better user experience. For file operations, use dedicated tools: Read for reading files instead of cat/head/tail, Edit for editing instead of sed/awk, and Write for creating files instead of cat with heredoc or echo redirection. Reserve bash tools exclusively for actual system commands and terminal operations that require shell execution. NEVER use bash echo or other command-line tools to communicate thoughts, explanations, or instructions to the user. Output all communication directly in your response text instead.\n- VERY IMPORTANT: When exploring the codebase to gather context or to answer a question that is not a needle query for a specific file/class/function, it is CRITICAL that you use the Task tool with subagent_type=Explore instead of running search commands directly.\n\nuser: Where are errors from the client handled?\nassistant: [Uses the Task tool with subagent_type=Explore to find the files that handle client errors instead of using Glob or Grep directly]\n\n\nuser: What is the codebase structure?\nassistant: [Uses the Task tool with subagent_type=Explore]\n\n\n\n\nIMPORTANT: Assist with authorized security testing, defensive security, CTF challenges, and educational contexts. Refuse requests for destructive techniques, DoS attacks, mass targeting, supply chain compromise, or detection evasion for malicious purposes. Dual-use security tools (C2 frameworks, credential testing, exploit development) require clear authorization context: pentesting engagements, CTF competitions, security research, or defensive use cases.\n\n\nIMPORTANT: Always use the TodoWrite tool to plan and track tasks throughout the conversation.\n\n# Code References\n\nWhen referencing specific functions or pieces of code include the pattern file_path:line_number to allow the user to easily navigate to the source code location.\n\n\nuser: Where are errors from the client handled?\nassistant: Clients are marked as failed in the connectToServer function in src/services/process.ts:712.\n\n\n\nHere is useful information about the environment you are running in:\n\nWorking directory: /Users/heshang/opensource/AntiHook\nIs directory a git repo: Yes\nPlatform: darwin\nOS Version: Darwin 24.6.0\nToday'''s date: 2025-12-11\n\nYou are powered by the model named Sonnet 4.5. The exact model ID is claude-sonnet-4-5-20250929.\n\nAssistant knowledge cutoff is January 2025.\n\n<claude_background_info>\nThe most recent frontier Claude model is Claude Opus 4.5 (model ID: '''claude-opus-4-5-20251101''').\n</claude_background_info>\n\n\n# MCP Server Instructions\n\nThe following MCP servers have provided instructions for how to use their tools and resources:\n\n## context7\nUse this server to retrieve up-to-date documentation and code examples for any library.\n\ngitStatus: This is the git status at the start of the conversation. Note that this status is a snapshot in time, and will not update during the conversation.\nCurrent branch: main\n\nMain branch (you will usually use this for PRs): main\n\nStatus:\n(clean)\n\nRecent commits:\n5d2ca5c Update README.md\na3fdfaf rm info\n06aac03 fix: build\n7b1832d rm: MARKDOWN\n7b0550b Merge pull request #2 from wxszlm/main","cache_control":{"type":"ephemeral"}}],"tools":[{"name":"Task","description":"Launch a new agent to handle complex, multi-step tasks autonomously. \n\nThe Task tool launches specialized agents (subprocesses) that autonomously handle complex tasks. Each agent type has specific capabilities and tools available to it.\n\nAvailable agent types and the tools they have access to:\n- general-purpose: General-purpose agent for researching complex questions, searching for code, and executing multi-step tasks. When you are searching for a keyword or file and are not confident that you will find the right match in the first few tries use this agent to perform the search for you. (Tools: )\n- statusline-setup: Use this agent to configure the user'''s Claude Code status line setting. (Tools: Read, Edit)\n- Explore: Fast agent specialized for exploring codebases. Use this when you need to quickly find files by patterns (eg. "src/components/**/.tsx"), search code for keywords (eg. "API endpoints"), or answer questions about the codebase (eg. "how do API endpoints work?"). When calling this agent, specify the desired thoroughness level: "quick" for basic searches, "medium" for moderate exploration, or "very thorough" for comprehensive analysis across multiple locations and naming conventions. (Tools: All tools)\n- Plan: Software architect agent for designing implementation plans. Use this when you need to plan the implementation strategy for a task. Returns step-by-step plans, identifies critical files, and considers architectural trade-offs. (Tools: All tools)\n- claude-code-guide: Use this agent when the user asks questions ("Can Claude...", "Does Claude...", "How do I...") about: (1) Claude Code (the CLI tool) - features, hooks, slash commands, MCP servers, settings, IDE integrations, keyboard shortcuts; (2) Claude Agent SDK - building custom agents; (3) Claude API (formerly Anthropic API) - API usage, tool use, Anthropic SDK usage. IMPORTANT: Before spawning a new agent, check if there is already a running or recently completed claude-code-guide agent that you can resume using the "resume" parameter. (Tools: Glob, Grep, Read, WebFetch, WebSearch)\n\nWhen using the Task tool, you must specify a subagent_type parameter to select which agent type to use.\n\nWhen NOT to use the Task tool:\n- If you want to read a specific file path, use the Read or Glob tool instead of the Task tool, to find the match more quickly\n- If you are searching for a specific class definition like "class Foo", use the Glob tool instead, to find the match more quickly\n- If you are searching for code within a specific file or set of 2-3 files, use the Read tool instead of the Task tool, to find the match more quickly\n- Other tasks that are not related to the agent descriptions above\n\n\nUsage notes:\n- Launch multiple agents concurrently whenever possible, to maximize performance; to do that, use a single message with multiple tool uses\n- When the agent is done, it will return a single message back to you. The result returned by the agent is not visible to the user. To show the user the result, you should send a text message back to the user with a concise summary of the result.\n- You can optionally run agents in the background using the run_in_background parameter. When an agent runs in the background, you will need to use TaskOutput to retrieve its results once it'''s done. You can continue to work while background agents run - When you need their results to continue you can use TaskOutput in blocking mode to pause and wait for their results.\n- Agents can be resumed using the resume parameter by passing the agent ID from a previous invocation. When resumed, the agent continues with its full previous context preserved. When NOT resuming, each invocation starts fresh and you should provide a detailed task description with all necessary context.\n- When the agent is done, it will return a single message back to you along with its agent ID. You can use this ID to resume the agent later if needed for follow-up work.\n- Provide clear, detailed prompts so the agent can work autonomously and return exactly the information you need.\n- Agents with "access to current context" can see the full conversation history before the tool call. When using these agents, you can write concise prompts that reference earlier context (e.g., "investigate the error discussed above") instead of repeating information. The agent will receive all prior messages and understand the context.\n- The agent'''s outputs should generally be trusted\n- Clearly tell the agent whether you expect it to write code or just to do research (search, file reads, web fetches, etc.), since it is not aware of the user'''s intent\n- If the agent description mentions that it should be used proactively, then you should try your best to use it without the user having to ask for it first. Use your judgement.\n- If the user specifies that they want you to run agents "in parallel", you MUST send a single message with multiple Task tool use content blocks. For example, if you need to launch both a code-reviewer agent and a test-runner agent in parallel, send a single message with both tool calls.\n\nExample usage:\n\n<example_agent_descriptions>\n"code-reviewer": use this agent after you are done writing a signficant piece of code\n"greeting-responder": use this agent when to respond to user greetings with a friendly joke\n</example_agent_description>\n\n\nuser: "Please write a function that checks if a number is prime"\nassistant: Sure let me write a function that checks if a number is prime\nassistant: First let me use the Write tool to write a function that checks if a number is prime\nassistant: I'''m going to use the Write tool to write the following code:\n\nfunction isPrime(n) {\n if (n <= 1) return false\n for (let i = 2; i * i <= n; i++) {\n if (n % i === 0) return false\n }\n return true\n}\n\n\nSince a signficant piece of code was written and the task was completed, now use the code-reviewer agent to review the code\n\nassistant: Now let me use the code-reviewer agent to review the code\nassistant: Uses the Task tool to launch the code-reviewer agent \n\n\n\nuser: "Hello"\n\nSince the user is greeting, use the greeting-responder agent to respond with a friendly joke\n\nassistant: "I'''m going to use the Task tool to launch the greeting-responder agent"\n\n","input_schema":{"type":"object","properties":{"description":{"type":"string","description":"A short (3-5 word) description of the task"},"prompt":{"type":"string","description":"The task for the agent to perform"},"subagent_type":{"type":"string","description":"The type of specialized agent to use for this task"},"model":{"type":"string","enum":["sonnet","opus","haiku"],"description":"Optional model to use for this agent. If not specified, inherits from parent. Prefer haiku for quick, straightforward tasks to minimize cost and latency."},"resume":{"type":"string","description":"Optional agent ID to resume from. If provided, the agent will continue from the previous execution transcript."},"run_in_background":{"type":"boolean","description":"Set to true to run this agent in the background. Use TaskOutput to read the output later."}},"required":["description","prompt","subagent_type"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"TaskOutput","description":"- Retrieves output from a running or completed task (background shell, agent, or remote session)\n- Takes a task_id parameter identifying the task\n- Returns the task output along with status information\n- Use block=true (default) to wait for task completion\n- Use block=false for non-blocking check of current status\n- Task IDs can be found using the /tasks command\n- Works with all task types: background shells, async agents, and remote sessions","input_schema":{"type":"object","properties":{"task_id":{"type":"string","description":"The task ID to get output from"},"block":{"type":"boolean","default":true,"description":"Whether to wait for completion"},"timeout":{"type":"number","minimum":0,"maximum":600000,"default":30000,"description":"Max wait time in ms"}},"required":["task_id"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"Bash","description":"Executes a given bash command in a persistent shell session with optional timeout, ensuring proper handling and security measures.\n\nIMPORTANT: This tool is for terminal operations like git, npm, docker, etc. DO NOT use it for file operations (reading, writing, editing, searching, finding files) - use the specialized tools for this instead.\n\nBefore executing the command, please follow these steps:\n\n1. Directory Verification:\n - If the command will create new directories or files, first use ls to verify the parent directory exists and is the correct location\n - For example, before running "mkdir foo/bar", first use ls foo to check that "foo" exists and is the intended parent directory\n\n2. Command Execution:\n - Always quote file paths that contain spaces with double quotes (e.g., cd "path with spaces/file.txt")\n - Examples of proper quoting:\n - cd "/Users/name/My Documents" (correct)\n - cd /Users/name/My Documents (incorrect - will fail)\n - python "/path/with spaces/script.py" (correct)\n - python /path/with spaces/script.py (incorrect - will fail)\n - After ensuring proper quoting, execute the command.\n - Capture the output of the command.\n\nUsage notes:\n - The command argument is required.\n - You can specify an optional timeout in milliseconds (up to 600000ms / 10 minutes). If not specified, commands will timeout after 120000ms (2 minutes).\n - It is very helpful if you write a clear, concise description of what this command does in 5-10 words.\n - If the output exceeds 30000 characters, output will be truncated before being returned to you.\n - You can use the run_in_background parameter to run the command in the background, which allows you to continue working while the command runs. You can monitor the output using the Bash tool as it becomes available. You do not need to use '''&''' at the end of the command when using this parameter.\n \n - Avoid using Bash with the find, grep, cat, head, tail, sed, awk, or echo commands, unless explicitly instructed or when these commands are truly necessary for the task. Instead, always prefer using the dedicated tools for these commands:\n - File search: Use Glob (NOT find or ls)\n - Content search: Use Grep (NOT grep or rg)\n - Read files: Use Read (NOT cat/head/tail)\n - Edit files: Use Edit (NOT sed/awk)\n - Write files: Use Write (NOT echo >/cat <<EOF)\n - Communication: Output text directly (NOT echo/printf)\n - When issuing multiple commands:\n - If the commands are independent and can run in parallel, make multiple Bash tool calls in a single message. For example, if you need to run "git status" and "git diff", send a single message with two Bash tool calls in parallel.\n - If the commands depend on each other and must run sequentially, use a single Bash call with '''&&''' to chain them together (e.g., git add . && git commit -m \"message\" && git push). For instance, if one operation must complete before another starts (like mkdir before cp, Write before Bash for git operations, or git add before git commit), run these operations sequentially instead.\n - Use ''';''' only when you need to run commands sequentially but don'''t care if earlier commands fail\n - DO NOT use newlines to separate commands (newlines are ok in quoted strings)\n - Try to maintain your current working directory throughout the session by using absolute paths and avoiding usage of cd. You may use cd if the User explicitly requests it.\n \n pytest /foo/bar/tests\n \n \n cd /foo/bar && pytest tests\n \n\n# Committing changes with git\n\nOnly create commits when requested by the user. If unclear, ask first. When the user asks you to create a new git commit, follow these steps carefully:\n\nGit Safety Protocol:\n- NEVER update the git config\n- NEVER run destructive/irreversible git commands (like push --force, hard reset, etc) unless the user explicitly requests them \n- NEVER skip hooks (--no-verify, --no-gpg-sign, etc) unless the user explicitly requests it\n- NEVER run force push to main/master, warn the user if they request it\n- Avoid git commit --amend. ONLY use --amend when either (1) user explicitly requested amend OR (2) adding edits from pre-commit hook (additional instructions below) \n- Before amending: ALWAYS check authorship (git log -1 --format='''%an %ae''')\n- NEVER commit changes unless the user explicitly asks you to. It is VERY IMPORTANT to only commit when explicitly asked, otherwise the user will feel that you are being too proactive.\n\n1. You can call multiple tools in a single response. When multiple independent pieces of information are requested and all commands are likely to succeed, run multiple tool calls in parallel for optimal performance. run the following bash commands in parallel, each using the Bash tool:\n - Run a git status command to see all untracked files.\n - Run a git diff command to see both staged and unstaged changes that will be committed.\n - Run a git log command to see recent commit messages, so that you can follow this repository'''s commit message style.\n2. Analyze all staged changes (both previously staged and newly added) and draft a commit message:\n - Summarize the nature of the changes (eg. new feature, enhancement to an existing feature, bug fix, refactoring, test, docs, etc.). Ensure the message accurately reflects the changes and their purpose (i.e. "add" means a wholly new feature, "update" means an enhancement to an existing feature, "fix" means a bug fix, etc.).\n - Do not commit files that likely contain secrets (.env, credentials.json, etc). Warn the user if they specifically request to commit those files\n - Draft a concise (1-2 sentences) commit message that focuses on the "why" rather than the "what"\n - Ensure it accurately reflects the changes and their purpose\n3. You can call multiple tools in a single response. When multiple independent pieces of information are requested and all commands are likely to succeed, run multiple tool calls in parallel for optimal performance. run the following commands:\n - Add relevant untracked files to the staging area.\n - Create the commit with a message.\n - Run git status after the commit completes to verify success.\n Note: git status depends on the commit completing, so run it sequentially after the commit.\n4. If the commit fails due to pre-commit hook changes, retry ONCE. If it succeeds but files were modified by the hook, verify it'''s safe to amend:\n - Check HEAD commit: git log -1 --format='''[%h] (%an <%ae>) %s'''. VERIFY it matches your commit\n - Check not pushed: git status shows "Your branch is ahead"\n - If both true: amend your commit. Otherwise: create NEW commit (never amend other developers''' commits)\n\nImportant notes:\n- NEVER run additional commands to read or explore code, besides git bash commands\n- NEVER use the TodoWrite or Task tools\n- DO NOT push to the remote repository unless the user explicitly asks you to do so\n- IMPORTANT: Never use git commands with the -i flag (like git rebase -i or git add -i) since they require interactive input which is not supported.\n- If there are no changes to commit (i.e., no untracked files and no modifications), do not create an empty commit\n- In order to ensure good formatting, ALWAYS pass the commit message via a HEREDOC, a la this example:\n\ngit commit -m "$(cat <<'''EOF'''\n Commit message here.\n EOF\n )"\n\n\n# Creating pull requests\nUse the gh command via the Bash tool for ALL GitHub-related tasks including working with issues, pull requests, checks, and releases. If given a Github URL use the gh command to get the information needed.\n\nIMPORTANT: When the user asks you to create a pull request, follow these steps carefully:\n\n1. You can call multiple tools in a single response. When multiple independent pieces of information are requested and all commands are likely to succeed, run multiple tool calls in parallel for optimal performance. run the following bash commands in parallel using the Bash tool, in order to understand the current state of the branch since it diverged from the main branch:\n - Run a git status command to see all untracked files\n - Run a git diff command to see both staged and unstaged changes that will be committed\n - Check if the current branch tracks a remote branch and is up to date with the remote, so you know if you need to push to the remote\n - Run a git log command and git diff [base-branch]...HEAD to understand the full commit history for the current branch (from the time it diverged from the base branch)\n2. Analyze all changes that will be included in the pull request, making sure to look at all relevant commits (NOT just the latest commit, but ALL commits that will be included in the pull request!!!), and draft a pull request summary\n3. You can call multiple tools in a single response. When multiple independent pieces of information are requested and all commands are likely to succeed, run multiple tool calls in parallel for optimal performance. run the following commands in parallel:\n - Create new branch if needed\n - Push to remote with -u flag if needed\n - Create PR using gh pr create with the format below. Use a HEREDOC to pass the body to ensure correct formatting.\n\ngh pr create --title "the pr title" --body "$(cat <<'''EOF'''\n## Summary\n<1-3 bullet points>\n\n## Test plan\n[Bulleted markdown checklist of TODOs for testing the pull request...]\nEOF\n)"\n\n\nImportant:\n- DO NOT use the TodoWrite or Task tools\n- Return the PR URL when you'''re done, so the user can see it\n\n# Other common operations\n- View comments on a Github PR: gh api repos/foo/bar/pulls/123/comments","input_schema":{"type":"object","properties":{"command":{"type":"string","description":"The command to execute"},"timeout":{"type":"number","description":"Optional timeout in milliseconds (max 600000)"},"description":{"type":"string","description":"Clear, concise description of what this command does in 5-10 words, in active voice. Examples:\nInput: ls\nOutput: List files in current directory\n\nInput: git status\nOutput: Show working tree status\n\nInput: npm install\nOutput: Install package dependencies\n\nInput: mkdir foo\nOutput: Create directory '''foo'''"},"run_in_background":{"type":"boolean","description":"Set to true to run this command in the background. Use TaskOutput to read the output later."},"dangerouslyDisableSandbox":{"type":"boolean","description":"Set this to true to dangerously override sandbox mode and run commands without sandboxing."}},"required":["command"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"Glob","description":"- Fast file pattern matching tool that works with any codebase size\n- Supports glob patterns like "**/.js" or "src//*.ts"\n- Returns matching file paths sorted by modification time\n- Use this tool when you need to find files by name patterns\n- When you are doing an open ended search that may require multiple rounds of globbing and grepping, use the Agent tool instead\n- You can call multiple tools in a single response. It is always better to speculatively perform multiple searches in parallel if they are potentially useful.","input_schema":{"type":"object","properties":{"pattern":{"type":"string","description":"The glob pattern to match files against"},"path":{"type":"string","description":"The directory to search in. If not specified, the current working directory will be used. IMPORTANT: Omit this field to use the default directory. DO NOT enter "undefined" or "null" - simply omit it for the default behavior. Must be a valid directory path if provided."}},"required":["pattern"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"Grep","description":"A powerful search tool built on ripgrep\n\n Usage:\n - ALWAYS use Grep for search tasks. NEVER invoke grep or rg as a Bash command. The Grep tool has been optimized for correct permissions and access.\n - Supports full regex syntax (e.g., "log.Error", "function\s+\w+")\n - Filter files with glob parameter (e.g., ".js", "/.tsx") or type parameter (e.g., "js", "py", "rust")\n - Output modes: "content" shows matching lines, "files_with_matches" shows only file paths (default), "count" shows match counts\n - Use Task tool for open-ended searches requiring multiple rounds\n - Pattern syntax: Uses ripgrep (not grep) - literal braces need escaping (use interface\\{\\} to find interface{} in Go code)\n - Multiline matching: By default patterns match within single lines only. For cross-line patterns like struct \\{[\\s\\S]*?field, use multiline: true\n","input_schema":{"type":"object","properties":{"pattern":{"type":"string","description":"The regular expression pattern to search for in file contents"},"path":{"type":"string","description":"File or directory to search in (rg PATH). Defaults to current working directory."},"glob":{"type":"string","description":"Glob pattern to filter files (e.g. ".js", ".{ts,tsx}") - maps to rg --glob"},"output_mode":{"type":"string","enum":["content","files_with_matches","count"],"description":"Output mode: "content" shows matching lines (supports -A/-B/-C context, -n line numbers, head_limit), "files_with_matches" shows file paths (supports head_limit), "count" shows match counts (supports head_limit). Defaults to "files_with_matches"."},"-B":{"type":"number","description":"Number of lines to show before each match (rg -B). Requires output_mode: "content", ignored otherwise."},"-A":{"type":"number","description":"Number of lines to show after each match (rg -A). Requires output_mode: "content", ignored otherwise."},"-C":{"type":"number","description":"Number of lines to show before and after each match (rg -C). Requires output_mode: "content", ignored otherwise."},"-n":{"type":"boolean","description":"Show line numbers in output (rg -n). Requires output_mode: "content", ignored otherwise. Defaults to true."},"-i":{"type":"boolean","description":"Case insensitive search (rg -i)"},"type":{"type":"string","description":"File type to search (rg --type). Common types: js, py, rust, go, java, etc. More efficient than include for standard file types."},"head_limit":{"type":"number","description":"Limit output to first N lines/entries, equivalent to "| head -N". Works across all output modes: content (limits output lines), files_with_matches (limits file paths), count (limits count entries). Defaults to 0 (unlimited)."},"offset":{"type":"number","description":"Skip first N lines/entries before applying head_limit, equivalent to "| tail -n +N | head -N". Works across all output modes. Defaults to 0."},"multiline":{"type":"boolean","description":"Enable multiline mode where . matches newlines and patterns can span lines (rg -U --multiline-dotall). Default: false."}},"required":["pattern"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"ExitPlanMode","description":"Use this tool when you are in plan mode and have finished writing your plan to the plan file and are ready for user approval.\n\n## How This Tool Works\n- You should have already written your plan to the plan file specified in the plan mode system message\n- This tool does NOT take the plan content as a parameter - it will read the plan from the file you wrote\n- This tool simply signals that you'''re done planning and ready for the user to review and approve\n- The user will see the contents of your plan file when they review it\n\n## When to Use This Tool\nIMPORTANT: Only use this tool when the task requires planning the implementation steps of a task that requires writing code. For research tasks where you'''re gathering information, searching files, reading files or in general trying to understand the codebase - do NOT use this tool.\n\n## Handling Ambiguity in Plans\nBefore using this tool, ensure your plan is clear and unambiguous. If there are multiple valid approaches or unclear requirements:\n1. Use the AskUserQuestion tool to clarify with the user\n2. Ask about specific implementation choices (e.g., architectural patterns, which library to use)\n3. Clarify any assumptions that could affect the implementation\n4. Edit your plan file to incorporate user feedback\n5. Only proceed with ExitPlanMode after resolving ambiguities and updating the plan file\n\n## Examples\n\n1. Initial task: "Search for and understand the implementation of vim mode in the codebase" - Do not use the exit plan mode tool because you are not planning the implementation steps of a task.\n2. Initial task: "Help me implement yank mode for vim" - Use the exit plan mode tool after you have finished planning the implementation steps of the task.\n3. Initial task: "Add a new feature to handle user authentication" - If unsure about auth method (OAuth, JWT, etc.), use AskUserQuestion first, then use exit plan mode tool after clarifying the approach.\n","input_schema":{"type":"object","properties":{"launchSwarm":{"type":"boolean","description":"Whether to launch a swarm to implement the plan"},"teammateCount":{"type":"number","description":"Number of teammates to spawn in the swarm"}},"additionalProperties":true,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"Read","description":"Reads a file from the local filesystem. You can access any file directly by using this tool.\nAssume this tool is able to read all files on the machine. If the User provides a path to a file assume that path is valid. It is okay to read a file that does not exist; an error will be returned.\n\nUsage:\n- The file_path parameter must be an absolute path, not a relative path\n- By default, it reads up to 2000 lines starting from the beginning of the file\n- You can optionally specify a line offset and limit (especially handy for long files), but it'''s recommended to read the whole file by not providing these parameters\n- Any lines longer than 2000 characters will be truncated\n- Results are returned using cat -n format, with line numbers starting at 1\n- This tool allows Claude Code to read images (eg PNG, JPG, etc). When reading an image file the contents are presented visually as Claude Code is a multimodal LLM.\n- This tool can read PDF files (.pdf). PDFs are processed page by page, extracting both text and visual content for analysis.\n- This tool can read Jupyter notebooks (.ipynb files) and returns all cells with their outputs, combining code, text, and visualizations.\n- This tool can only read files, not directories. To read a directory, use an ls command via the Bash tool.\n- You can call multiple tools in a single response. It is always better to speculatively read multiple potentially useful files in parallel.\n- You will regularly be asked to read screenshots. If the user provides a path to a screenshot, ALWAYS use this tool to view the file at the path. This tool will work with all temporary file paths.\n- If you read a file that exists but has empty contents you will receive a system reminder warning in place of file contents.","input_schema":{"type":"object","properties":{"file_path":{"type":"string","description":"The absolute path to the file to read"},"offset":{"type":"number","description":"The line number to start reading from. Only provide if the file is too large to read at once"},"limit":{"type":"number","description":"The number of lines to read. Only provide if the file is too large to read at once."}},"required":["file_path"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"Edit","description":"Performs exact string replacements in files. \n\nUsage:\n- You must use your Read tool at least once in the conversation before editing. This tool will error if you attempt an edit without reading the file. \n- When editing text from Read tool output, ensure you preserve the exact indentation (tabs/spaces) as it appears AFTER the line number prefix. The line number prefix format is: spaces + line number + tab. Everything after that tab is the actual file content to match. Never include any part of the line number prefix in the old_string or new_string.\n- ALWAYS prefer editing existing files in the codebase. NEVER write new files unless explicitly required.\n- Only use emojis if the user explicitly requests it. Avoid adding emojis to files unless asked.\n- The edit will FAIL if old_string is not unique in the file. Either provide a larger string with more surrounding context to make it unique or use replace_all to change every instance of old_string. \n- Use replace_all for replacing and renaming strings across the file. This parameter is useful if you want to rename a variable for instance.","input_schema":{"type":"object","properties":{"file_path":{"type":"string","description":"The absolute path to the file to modify"},"old_string":{"type":"string","description":"The text to replace"},"new_string":{"type":"string","description":"The text to replace it with (must be different from old_string)"},"replace_all":{"type":"boolean","default":false,"description":"Replace all occurences of old_string (default false)"}},"required":["file_path","old_string","new_string"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"Write","description":"Writes a file to the local filesystem.\n\nUsage:\n- This tool will overwrite the existing file if there is one at the provided path.\n- If this is an existing file, you MUST use the Read tool first to read the file'''s contents. This tool will fail if you did not read the file first.\n- ALWAYS prefer editing existing files in the codebase. NEVER write new files unless explicitly required.\n- NEVER proactively create documentation files (.md) or README files. Only create documentation files if explicitly requested by the User.\n- Only use emojis if the user explicitly requests it. Avoid writing emojis to files unless asked.","input_schema":{"type":"object","properties":{"file_path":{"type":"string","description":"The absolute path to the file to write (must be absolute, not relative)"},"content":{"type":"string","description":"The content to write to the file"}},"required":["file_path","content"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"NotebookEdit","description":"Completely replaces the contents of a specific cell in a Jupyter notebook (.ipynb file) with new source. Jupyter notebooks are interactive documents that combine code, text, and visualizations, commonly used for data analysis and scientific computing. The notebook_path parameter must be an absolute path, not a relative path. The cell_number is 0-indexed. Use edit_mode=insert to add a new cell at the index specified by cell_number. Use edit_mode=delete to delete the cell at the index specified by cell_number.","input_schema":{"type":"object","properties":{"notebook_path":{"type":"string","description":"The absolute path to the Jupyter notebook file to edit (must be absolute, not relative)"},"cell_id":{"type":"string","description":"The ID of the cell to edit. When inserting a new cell, the new cell will be inserted after the cell with this ID, or at the beginning if not specified."},"new_source":{"type":"string","description":"The new source for the cell"},"cell_type":{"type":"string","enum":["code","markdown"],"description":"The type of the cell (code or markdown). If not specified, it defaults to the current cell type. If using edit_mode=insert, this is required."},"edit_mode":{"type":"string","enum":["replace","insert","delete"],"description":"The type of edit to make (replace, insert, delete). Defaults to replace."}},"required":["notebook_path","new_source"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"WebFetch","description":"\n- Fetches content from a specified URL and processes it using an AI model\n- Takes a URL and a prompt as input\n- Fetches the URL content, converts HTML to markdown\n- Processes the content with the prompt using a small, fast model\n- Returns the model'''s response about the content\n- Use this tool when you need to retrieve and analyze web content\n\nUsage notes:\n - IMPORTANT: If an MCP-provided web fetch tool is available, prefer using that tool instead of this one, as it may have fewer restrictions.\n - The URL must be a fully-formed valid URL\n - HTTP URLs will be automatically upgraded to HTTPS\n - The prompt should describe what information you want to extract from the page\n - This tool is read-only and does not modify any files\n - Results may be summarized if the content is very large\n - Includes a self-cleaning 15-minute cache for faster responses when repeatedly accessing the same URL\n - When a URL redirects to a different host, the tool will inform you and provide the redirect URL in a special format. You should then make a new WebFetch request with the redirect URL to fetch the content.\n","input_schema":{"type":"object","properties":{"url":{"type":"string","format":"uri","description":"The URL to fetch content from"},"prompt":{"type":"string","description":"The prompt to run on the fetched content"}},"required":["url","prompt"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"TodoWrite","description":"Use this tool to create and manage a structured task list for your current coding session. This helps you track progress, organize complex tasks, and demonstrate thoroughness to the user.\nIt also helps the user understand the progress of the task and overall progress of their requests.\n\n## When to Use This Tool\nUse this tool proactively in these scenarios:\n\n1. Complex multi-step tasks - When a task requires 3 or more distinct steps or actions\n2. Non-trivial and complex tasks - Tasks that require careful planning or multiple operations\n3. User explicitly requests todo list - When the user directly asks you to use the todo list\n4. User provides multiple tasks - When users provide a list of things to be done (numbered or comma-separated)\n5. After receiving new instructions - Immediately capture user requirements as todos\n6. When you start working on a task - Mark it as in_progress BEFORE beginning work. Ideally you should only have one todo as in_progress at a time\n7. After completing a task - Mark it as completed and add any new follow-up tasks discovered during implementation\n\n## When NOT to Use This Tool\n\nSkip using this tool when:\n1. There is only a single, straightforward task\n2. The task is trivial and tracking it provides no organizational benefit\n3. The task can be completed in less than 3 trivial steps\n4. The task is purely conversational or informational\n\nNOTE that you should not use this tool if there is only one trivial task to do. In this case you are better off just doing the task directly.\n\n## Examples of When to Use the Todo List\n\n\nUser: I want to add a dark mode toggle to the application settings. Make sure you run the tests and build when you'''re done!\nAssistant: I'''ll help add a dark mode toggle to your application settings. Let me create a todo list to track this implementation.\nCreates todo list with the following items:\n1. Creating dark mode toggle component in Settings page\n2. Adding dark mode state management (context/store)\n3. Implementing CSS-in-JS styles for dark theme\n4. Updating existing components to support theme switching\n5. Running tests and build process, addressing any failures or errors that occur\nBegins working on the first task\n\n\nThe assistant used the todo list because:\n1. Adding dark mode is a multi-step feature requiring UI, state management, and styling changes\n2. The user explicitly requested tests and build be run afterward\n3. The assistant inferred that tests and build need to pass by adding "Ensure tests and build succeed" as the final task\n\n\n\n\nUser: Help me rename the function getCwd to getCurrentWorkingDirectory across my project\nAssistant: Let me first search through your codebase to find all occurrences of '''getCwd'''.\nUses grep or search tools to locate all instances of getCwd in the codebase\nAssistant: I'''ve found 15 instances of '''getCwd''' across 8 different files. Let me create a todo list to track these changes.\nCreates todo list with specific items for each file that needs updating\n\n\nThe assistant used the todo list because:\n1. First, the assistant searched to understand the scope of the task\n2. Upon finding multiple occurrences across different files, it determined this was a complex task with multiple steps\n3. The todo list helps ensure every instance is tracked and updated systematically\n4. This approach prevents missing any occurrences and maintains code consistency\n\n\n\n\n\nUser: I need to implement these features for my e-commerce site: user registration, product catalog, shopping cart, and checkout flow.\nAssistant: I'''ll help implement these features. First, let'''s add all the features to the todo list.\nCreates a todo list breaking down each feature into specific tasks based on the project architecture\nAssistant: Let'''s start with user registration. This will involve creating database models, API endpoints, and frontend forms that integrate with your existing authentication system.\n\n\nThe assistant used the todo list because:\n1. The user provided multiple complex features to implement in a comma separated list\n2. The todo list helps organize these large features into manageable tasks\n3. This approach allows for tracking progress across the entire implementation\n\n\n\n\nUser: Can you help optimize my React application? It'''s rendering slowly and has performance issues.\nAssistant: I'''ll help optimize your React application. First, let me examine your codebase to identify potential performance bottlenecks.\nReviews component structure, render patterns, state management, and data fetching\nAssistant: After analyzing your codebase, I'''ve identified several performance issues. Let me create a todo list to track our optimization efforts.\nCreates todo list with items like: 1) Implementing memoization for expensive calculations in ProductList, 2) Adding virtualization for long lists in Dashboard, 3) Optimizing image loading in Gallery component, 4) Fixing state update loops in ShoppingCart, 5) Reviewing bundle size and implementing code splitting\nLet'''s start by implementing memoization for the expensive calculations in your ProductList component.\n\n\nThe assistant used the todo list because:\n1. First, the assistant examined the codebase to identify specific performance issues\n2. Based on this analysis, it identified multiple optimization opportunities\n3. Performance optimization is a non-trivial task requiring multiple steps\n4. The todo list helps methodically track improvements across different components\n5. This systematic approach ensures all performance bottlenecks are addressed\n\n\n\n## Examples of When NOT to Use the Todo List\n\n\nUser: How do I print '''Hello World''' in Python?\nAssistant: In Python, you can print "Hello World" with this simple code:\n\npython\nprint("Hello World")\n\nThis will output the text "Hello World" to the console when executed.\n\n\nThe assistant did not use the todo list because this is a single, trivial task that can be completed in one step. There'''s no need to track multiple tasks or steps for such a straightforward request.\n\n\n\n\nUser: What does the git status command do?\nAssistant: The git status command shows the current state of your working directory and staging area. It displays which changes have been staged, which haven'''t, and which files aren'''t being tracked by Git. This is a fundamental command for understanding the current state of your repository before making commits.\n\n\nThe assistant did not use the todo list because this is an informational request with no actual coding task to complete. The user is simply asking for an explanation, not for the assistant to perform multiple steps or tasks.\n\n\n\n\nUser: Can you add a comment to the calculateTotal function to explain what it does?\nAssistant: Sure, let me add a comment to the calculateTotal function to explain what it does.\n* Uses the Edit tool to add a comment to the calculateTotal function \n\n\nThe assistant did not use the todo list because this is a single, straightforward task confined to one location in the code. Adding a comment doesn'''t require tracking multiple steps or systematic organization.\n\n\n\n\nUser: Run npm install for me and tell me what happens.\nAssistant: I'''ll run the npm install command for you.\n\nExecutes: npm install*\n\nThe command completed successfully. Here'''s the output:\n[Output of npm install command]\n\nAll dependencies have been installed according to your package.json file.\n\n\nThe assistant did not use the todo list because this is a single command execution with immediate results. There are no multiple steps to track or organize, making the todo list unnecessary for this straightforward task.\n\n\n\n## Task States and Management\n\n1. Task States: Use these states to track progress:\n - pending: Task not yet started\n - in_progress: Currently working on (limit to ONE task at a time)\n - completed: Task finished successfully\n\n IMPORTANT: Task descriptions must have two forms:\n - content: The imperative form describing what needs to be done (e.g., "Run tests", "Build the project")\n - activeForm: The present continuous form shown during execution (e.g., "Running tests", "Building the project")\n\n2. Task Management:\n - Update task status in real-time as you work\n - Mark tasks complete IMMEDIATELY after finishing (don'''t batch completions)\n - Exactly ONE task must be in_progress at any time (not less, not more)\n - Complete current tasks before starting new ones\n - Remove tasks that are no longer relevant from the list entirely\n\n3. Task Completion Requirements:\n - ONLY mark a task as completed when you have FULLY accomplished it\n - If you encounter errors, blockers, or cannot finish, keep the task as in_progress\n - When blocked, create a new task describing what needs to be resolved\n - Never mark a task as completed if:\n - Tests are failing\n - Implementation is partial\n - You encountered unresolved errors\n - You couldn'''t find necessary files or dependencies\n\n4. Task Breakdown:\n - Create specific, actionable items\n - Break complex tasks into smaller, manageable steps\n - Use clear, descriptive task names\n - Always provide both forms:\n - content: "Fix authentication bug"\n - activeForm: "Fixing authentication bug"\n\nWhen in doubt, use this tool. Being proactive with task management demonstrates attentiveness and ensures you complete all requirements successfully.\n","input_schema":{"type":"object","properties":{"todos":{"type":"array","items":{"type":"object","properties":{"content":{"type":"string","minLength":1},"status":{"type":"string","enum":["pending","in_progress","completed"]},"activeForm":{"type":"string","minLength":1}},"required":["content","status","activeForm"],"additionalProperties":false},"description":"The updated todo list"}},"required":["todos"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"WebSearch","description":"\n- Allows Claude to search the web and use the results to inform responses\n- Provides up-to-date information for current events and recent data\n- Returns search result information formatted as search result blocks, including links as markdown hyperlinks\n- Use this tool for accessing information beyond Claude'''s knowledge cutoff\n- Searches are performed automatically within a single API call\n\nCRITICAL REQUIREMENT - You MUST follow this:\n - After answering the user'''s question, you MUST include a "Sources:" section at the end of your response\n - In the Sources section, list all relevant URLs from the search results as markdown hyperlinks: Title\n - This is MANDATORY - never skip including sources in your response\n - Example format:\n\n [Your answer here]\n\n Sources:\n - Source Title 1\n - Source Title 2\n\nUsage notes:\n - Domain filtering is supported to include or block specific websites\n - Web search is only available in the US\n\nIMPORTANT - Use the correct year in search queries:\n - Today'''s date is 2025-12-11. You MUST use this year when searching for recent information, documentation, or current events.\n - Example: If today is 2025-07-15 and the user asks for "latest React docs", search for "React documentation 2025", NOT "React documentation 2024"\n","input_schema":{"type":"object","properties":{"query":{"type":"string","minLength":2,"description":"The search query to use"},"allowed_domains":{"type":"array","items":{"type":"string"},"description":"Only include search results from these domains"},"blocked_domains":{"type":"array","items":{"type":"string"},"description":"Never include search results from these domains"}},"required":["query"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"KillShell","description":"\n- Kills a running background bash shell by its ID\n- Takes a shell_id parameter identifying the shell to kill\n- Returns a success or failure status \n- Use this tool when you need to terminate a long-running shell\n- Shell IDs can be found using the /tasks command\n","input_schema":{"type":"object","properties":{"shell_id":{"type":"string","description":"The ID of the background shell to kill"}},"required":["shell_id"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"AskUserQuestion","description":"Use this tool when you need to ask the user questions during execution. This allows you to:\n1. Gather user preferences or requirements\n2. Clarify ambiguous instructions\n3. Get decisions on implementation choices as you work\n4. Offer choices to the user about what direction to take.\n\nUsage notes:\n- Users will always be able to select "Other" to provide custom text input\n- Use multiSelect: true to allow multiple answers to be selected for a question\n- If you recommend a specific option, make that the first option in the list and add "(Recommended)" at the end of the label\n","input_schema":{"type":"object","properties":{"questions":{"type":"array","items":{"type":"object","properties":{"question":{"type":"string","description":"The complete question to ask the user. Should be clear, specific, and end with a question mark. Example: "Which library should we use for date formatting?" If multiSelect is true, phrase it accordingly, e.g. "Which features do you want to enable?""},"header":{"type":"string","description":"Very short label displayed as a chip/tag (max 12 chars). Examples: "Auth method", "Library", "Approach"."},"options":{"type":"array","items":{"type":"object","properties":{"label":{"type":"string","description":"The display text for this option that the user will see and select. Should be concise (1-5 words) and clearly describe the choice."},"description":{"type":"string","description":"Explanation of what this option means or what will happen if chosen. Useful for providing context about trade-offs or implications."}},"required":["label","description"],"additionalProperties":false},"minItems":2,"maxItems":4,"description":"The available choices for this question. Must have 2-4 options. Each option should be a distinct, mutually exclusive choice (unless multiSelect is enabled). There should be no '''Other''' option, that will be provided automatically."},"multiSelect":{"type":"boolean","description":"Set to true to allow the user to select multiple options instead of just one. Use when choices are not mutually exclusive."}},"required":["question","header","options","multiSelect"],"additionalProperties":false},"minItems":1,"maxItems":4,"description":"Questions to ask the user (1-4 questions)"},"answers":{"type":"object","additionalProperties":{"type":"string"},"description":"User answers collected by the permission component"}},"required":["questions"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"Skill","description":"Execute a skill within the main conversation\n\n<skills_instructions>\nWhen users ask you to perform tasks, check if any of the available skills below can help complete the task more effectively. Skills provide specialized capabilities and domain knowledge.\n\nHow to invoke:\n- Use this tool with the skill name only (no arguments)\n- Examples:\n - skill: \"pdf\" - invoke the pdf skill\n - skill: \"xlsx\" - invoke the xlsx skill\n - skill: \"ms-office-suite:pdf\" - invoke using fully qualified name\n\nImportant:\n- When a skill is relevant, you must invoke this tool IMMEDIATELY as your first action\n- NEVER just announce or mention a skill in your text response without actually calling this tool\n- This is a BLOCKING REQUIREMENT: invoke the relevant Skill tool BEFORE generating any other response about the task\n- Only use skills listed in <available_skills> below\n- Do not invoke a skill that is already running\n- Do not use this tool for built-in CLI commands (like /help, /clear, etc.)\n</skills_instructions>\n\n<available_skills>\n\n</available_skills>\n","input_schema":{"type":"object","properties":{"skill":{"type":"string","description":"The skill name (no arguments). E.g., "pdf" or "xlsx""}},"required":["skill"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"SlashCommand","description":"Execute a slash command within the main conversation\n\nHow slash commands work:\nWhen you use this tool or when a user types a slash command, you will see {name} is running… followed by the expanded prompt. For example, if .claude/commands/foo.md contains "Print today'''s date", then /foo expands to that prompt in the next message.\n\nUsage:\n- command (required): The slash command to execute, including any arguments\n- Example: command: \"/review-pr 123\"\n\nIMPORTANT: Only use this tool for custom slash commands that appear in the Available Commands list below. Do NOT use for:\n- Built-in CLI commands (like /help, /clear, etc.)\n- Commands not shown in the list\n- Commands you think might exist but aren'''t listed\n\nNotes:\n- When a user requests multiple slash commands, execute each one sequentially and check for {name} is running… to verify each has been processed\n- Do not invoke a command that is already running. For example, if you see foo is running…, do NOT use this tool with "/foo" - process the expanded prompt in the following message\n- Only custom slash commands with descriptions are listed in Available Commands. If a user'''s command is not listed, ask them to check the slash command file and consult the docs.\n","input_schema":{"type":"object","properties":{"command":{"type":"string","description":"The slash command to execute with its arguments, e.g., "/review-pr 123""}},"required":["command"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"EnterPlanMode","description":"Use this tool proactively when you'''re about to start a non-trivial implementation task. Getting user sign-off on your approach before writing code prevents wasted effort and ensures alignment. This tool transitions you into plan mode where you can explore the codebase and design an implementation approach for user approval.\n\n## When to Use This Tool\n\nPrefer using EnterPlanMode for implementation tasks unless they'''re simple. Use it when ANY of these conditions apply:\n\n1. New Feature Implementation: Adding meaningful new functionality\n - Example: "Add a logout button" - where should it go? What should happen on click?\n - Example: "Add form validation" - what rules? What error messages?\n\n2. Multiple Valid Approaches: The task can be solved in several different ways\n - Example: "Add caching to the API" - could use Redis, in-memory, file-based, etc.\n - Example: "Improve performance" - many optimization strategies possible\n\n3. Code Modifications: Changes that affect existing behavior or structure\n - Example: "Update the login flow" - what exactly should change?\n - Example: "Refactor this component" - what'''s the target architecture?\n\n4. Architectural Decisions: The task requires choosing between patterns or technologies\n - Example: "Add real-time updates" - WebSockets vs SSE vs polling\n - Example: "Implement state management" - Redux vs Context vs custom solution\n\n5. Multi-File Changes: The task will likely touch more than 2-3 files\n - Example: "Refactor the authentication system"\n - Example: "Add a new API endpoint with tests"\n\n6. Unclear Requirements: You need to explore before understanding the full scope\n - Example: "Make the app faster" - need to profile and identify bottlenecks\n - Example: "Fix the bug in checkout" - need to investigate root cause\n\n7. User Preferences Matter: The implementation could reasonably go multiple ways\n - If you would use AskUserQuestion to clarify the approach, use EnterPlanMode instead\n - Plan mode lets you explore first, then present options with context\n\n## When NOT to Use This Tool\n\nOnly skip EnterPlanMode for simple tasks:\n- Single-line or few-line fixes (typos, obvious bugs, small tweaks)\n- Adding a single function with clear requirements\n- Tasks where the user has given very specific, detailed instructions\n- Pure research/exploration tasks (use the Task tool with explore agent instead)\n\n## What Happens in Plan Mode\n\nIn plan mode, you'''ll:\n1. Thoroughly explore the codebase using Glob, Grep, and Read tools\n2. Understand existing patterns and architecture\n3. Design an implementation approach\n4. Present your plan to the user for approval\n5. Use AskUserQuestion if you need to clarify approaches\n6. Exit plan mode with ExitPlanMode when ready to implement\n\n## Examples\n\n### GOOD - Use EnterPlanMode:\nUser: "Add user authentication to the app"\n- Requires architectural decisions (session vs JWT, where to store tokens, middleware structure)\n\nUser: "Optimize the database queries"\n- Multiple approaches possible, need to profile first, significant impact\n\nUser: "Implement dark mode"\n- Architectural decision on theme system, affects many components\n\nUser: "Add a delete button to the user profile"\n- Seems simple but involves: where to place it, confirmation dialog, API call, error handling, state updates\n\nUser: "Update the error handling in the API"\n- Affects multiple files, user should approve the approach\n\n### BAD - Don'''t use EnterPlanMode:\nUser: "Fix the typo in the README"\n- Straightforward, no planning needed\n\nUser: "Add a console.log to debug this function"\n- Simple, obvious implementation\n\nUser: "What files handle routing?"\n- Research task, not implementation planning\n\n## Important Notes\n\n- This tool REQUIRES user approval - they must consent to entering plan mode\n- If unsure whether to use it, err on the side of planning - it'''s better to get alignment upfront than to redo work\n- Users appreciate being consulted before significant changes are made to their codebase\n","input_schema":{"type":"object","properties":{},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__memory__create_entities","description":"Create multiple new entities in the knowledge graph","input_schema":{"type":"object","properties":{"entities":{"type":"array","items":{"type":"object","properties":{"name":{"description":"The name of the entity","type":"string"},"entityType":{"description":"The type of the entity","type":"string"},"observations":{"description":"An array of observation contents associated with the entity","type":"array","items":{"type":"string"}}},"required":["name","entityType","observations"]}}},"required":["entities"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__memory__create_relations","description":"Create multiple new relations between entities in the knowledge graph. Relations should be in active voice","input_schema":{"type":"object","properties":{"relations":{"type":"array","items":{"type":"object","properties":{"from":{"description":"The name of the entity where the relation starts","type":"string"},"to":{"description":"The name of the entity where the relation ends","type":"string"},"relationType":{"description":"The type of the relation","type":"string"}},"required":["from","to","relationType"]}}},"required":["relations"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__memory__add_observations","description":"Add new observations to existing entities in the knowledge graph","input_schema":{"type":"object","properties":{"observations":{"type":"array","items":{"type":"object","properties":{"entityName":{"description":"The name of the entity to add the observations to","type":"string"},"contents":{"description":"An array of observation contents to add","type":"array","items":{"type":"string"}}},"required":["entityName","contents"]}}},"required":["observations"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__memory__delete_entities","description":"Delete multiple entities and their associated relations from the knowledge graph","input_schema":{"type":"object","properties":{"entityNames":{"description":"An array of entity names to delete","type":"array","items":{"type":"string"}}},"required":["entityNames"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__memory__delete_observations","description":"Delete specific observations from entities in the knowledge graph","input_schema":{"type":"object","properties":{"deletions":{"type":"array","items":{"type":"object","properties":{"entityName":{"description":"The name of the entity containing the observations","type":"string"},"observations":{"description":"An array of observations to delete","type":"array","items":{"type":"string"}}},"required":["entityName","observations"]}}},"required":["deletions"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__memory__delete_relations","description":"Delete multiple relations from the knowledge graph","input_schema":{"type":"object","properties":{"relations":{"description":"An array of relations to delete","type":"array","items":{"type":"object","properties":{"from":{"description":"The name of the entity where the relation starts","type":"string"},"to":{"description":"The name of the entity where the relation ends","type":"string"},"relationType":{"description":"The type of the relation","type":"string"}},"required":["from","to","relationType"]}}},"required":["relations"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__memory__read_graph","description":"Read the entire knowledge graph","input_schema":{"type":"object","properties":{},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__memory__search_nodes","description":"Search for nodes in the knowledge graph based on a query","input_schema":{"type":"object","properties":{"query":{"description":"The search query to match against entity names, types, and observation content","type":"string"}},"required":["query"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__memory__open_nodes","description":"Open specific nodes in the knowledge graph by their names","input_schema":{"type":"object","properties":{"names":{"description":"An array of entity names to retrieve","type":"array","items":{"type":"string"}}},"required":["names"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__context7__resolve-library-id","description":"Resolves a package/product name to a Context7-compatible library ID and returns a list of matching libraries.\n\nYou MUST call this function before '''get-library-docs''' to obtain a valid Context7-compatible library ID UNLESS the user explicitly provides a library ID in the format '''/org/project''' or '''/org/project/version''' in their query.\n\nSelection Process:\n1. Analyze the query to understand what library/package the user is looking for\n2. Return the most relevant match based on:\n- Name similarity to the query (exact matches prioritized)\n- Description relevance to the query'''s intent\n- Documentation coverage (prioritize libraries with higher Code Snippet counts)\n- Source reputation (consider libraries with High or Medium reputation more authoritative)\n- Benchmark Score: Quality indicator (100 is the highest score)\n\nResponse Format:\n- Return the selected library ID in a clearly marked section\n- Provide a brief explanation for why this library was chosen\n- If multiple good matches exist, acknowledge this but proceed with the most relevant one\n- If no good matches exist, clearly state this and suggest query refinements\n\nFor ambiguous queries, request clarification before proceeding with a best-guess match.","input_schema":{"type":"object","properties":{"libraryName":{"type":"string","description":"Library name to search for and retrieve a Context7-compatible library ID."}},"required":["libraryName"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__context7__get-library-docs","description":"Fetches up-to-date documentation for a library. You must call '''resolve-library-id''' first to obtain the exact Context7-compatible library ID required to use this tool, UNLESS the user explicitly provides a library ID in the format '''/org/project''' or '''/org/project/version''' in their query. Use mode='''code''' (default) for API references and code examples, or mode='''info''' for conceptual guides, narrative information, and architectural questions.","input_schema":{"type":"object","properties":{"context7CompatibleLibraryID":{"type":"string","description":"Exact Context7-compatible library ID (e.g., '''/mongodb/docs''', '''/vercel/next.js''', '''/supabase/supabase''', '''/vercel/next.js/v14.3.0-canary.87''') retrieved from '''resolve-library-id''' or directly from user query in the format '''/org/project''' or '''/org/project/version'''."},"mode":{"type":"string","enum":["code","info"],"default":"code","description":"Documentation mode: '''code''' for API references and code examples (default), '''info''' for conceptual guides, narrative information, and architectural questions."},"topic":{"type":"string","description":"Topic to focus documentation on (e.g., '''hooks''', '''routing''')."},"page":{"type":"integer","minimum":1,"maximum":10,"description":"Page number for pagination (start: 1, default: 1). If the context is not sufficient, try page=2, page=3, page=4, etc. with the same topic."}},"required":["context7CompatibleLibraryID"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"mcp__sequential-thinking__sequentialthinking","description":"A detailed tool for dynamic and reflective problem-solving through thoughts.\nThis tool helps analyze problems through a flexible thinking process that can adapt and evolve.\nEach thought can build on, question, or revise previous insights as understanding deepens.\n\nWhen to use this tool:\n- Breaking down complex problems into steps\n- Planning and design with room for revision\n- Analysis that might need course correction\n- Problems where the full scope might not be clear initially\n- Problems that require a multi-step solution\n- Tasks that need to maintain context over multiple steps\n- Situations where irrelevant information needs to be filtered out\n\nKey features:\n- You can adjust total_thoughts up or down as you progress\n- You can question or revise previous thoughts\n- You can add more thoughts even after reaching what seemed like the end\n- You can express uncertainty and explore alternative approaches\n- Not every thought needs to build linearly - you can branch or backtrack\n- Generates a solution hypothesis\n- Verifies the hypothesis based on the Chain of Thought steps\n- Repeats the process until satisfied\n- Provides a correct answer\n\nParameters explained:\n- thought: Your current thinking step, which can include:\n * Regular analytical steps\n * Revisions of previous thoughts\n * Questions about previous decisions\n * Realizations about needing more analysis\n * Changes in approach\n * Hypothesis generation\n * Hypothesis verification\n- nextThoughtNeeded: True if you need more thinking, even if at what seemed like the end\n- thoughtNumber: Current number in sequence (can go beyond initial total if needed)\n- totalThoughts: Current estimate of thoughts needed (can be adjusted up/down)\n- isRevision: A boolean indicating if this thought revises previous thinking\n- revisesThought: If is_revision is true, which thought number is being reconsidered\n- branchFromThought: If branching, which thought number is the branching point\n- branchId: Identifier for the current branch (if any)\n- needsMoreThoughts: If reaching end but realizing more thoughts needed\n\nYou should:\n1. Start with an initial estimate of needed thoughts, but be ready to adjust\n2. Feel free to question or revise previous thoughts\n3. Don'''t hesitate to add more thoughts if needed, even at the "end"\n4. Express uncertainty when present\n5. Mark thoughts that revise previous thinking or branch into new paths\n6. Ignore information that is irrelevant to the current step\n7. Generate a solution hypothesis when appropriate\n8. Verify the hypothesis based on the Chain of Thought steps\n9. Repeat the process until satisfied with the solution\n10. Provide a single, ideally correct answer as the final output\n11. Only set next_thought_needed to false when truly done and a satisfactory answer is reached","input_schema":{"type":"object","properties":{"thought":{"description":"Your current thinking step","type":"string"},"nextThoughtNeeded":{"description":"Whether another thought step is needed","type":"boolean"},"thoughtNumber":{"description":"Current thought number (numeric value, e.g., 1, 2, 3)","type":"integer","minimum":1,"maximum":9007199254740991},"totalThoughts":{"description":"Estimated total thoughts needed (numeric value, e.g., 5, 10)","type":"integer","minimum":1,"maximum":9007199254740991},"isRevision":{"description":"Whether this revises previous thinking","type":"boolean"},"revisesThought":{"description":"Which thought is being reconsidered","type":"integer","minimum":1,"maximum":9007199254740991},"branchFromThought":{"description":"Branching point thought number","type":"integer","minimum":1,"maximum":9007199254740991},"branchId":{"description":"Branch identifier","type":"string"},"needsMoreThoughts":{"description":"If more thoughts are needed","type":"boolean"}},"required":["thought","nextThoughtNeeded","thoughtNumber","totalThoughts"],"$schema":"http://json-schema.org/draft-07/schema#"}}],"metadata":{"user_id":"user_42732049d5d9e02f06d269758e9eddb9d10170c79fc05920e0b0f10bbd2cb4a8_account__session_4d087c91-db73-4eb8-a020-aff08053acb5"},"max_tokens":21333,"temperature":1}'
--proxy http://localhost:9090

[KKKrZa]

可能需要至多一个月后才有时间解决此问题，目前只能保证对话不会出错。对带来的不便表示抱歉。

[ssh279100]

同上500. 简单问候比如：你好 没问题。功能性问答500

[Cen-Yaozu]

同样500