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426 changes: 426 additions & 0 deletions .opencode/skills/backlog-complete-merge/SKILL.md

Large diffs are not rendered by default.

1 change: 1 addition & 0 deletions Dockerfile.opencode
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Expand Up @@ -7,6 +7,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
curl \
ca-certificates \
git \
ripgrep \
&& rm -rf /var/lib/apt/lists/*

RUN curl -fsSL https://opencode.ai/install | bash #-s -- --version 1.2.20
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2 changes: 1 addition & 1 deletion docs/backlog.md
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Expand Up @@ -107,7 +107,7 @@
| BL-042 | Store repository 職責分離 | P2 | planned | TBD | TBD | 將 `MemoryStore` 逐步拆為 `MemoryRepository` / `EventRepository` / `EpisodicTaskRepository`,由 provider 統一連線管理 [Surface: Plugin] |
| BL-043 | Episodic 更新流程 DRY 化 | P1 | **done** | episodic-update-dry | `openspec/changes/episodic-update-dry/` | `addCommandToEpisode`、`addValidationOutcome`、`addSuccessPatterns`、`addRetryAttempt`、`addRecoveryStrategy` 以共用 updater 模板收斂 [Surface: Plugin] |
| BL-044 | Duplicate consolidation 擴充性重構 | P1 | **done** | bl-044-duplicate-consolidation-ann-chunking | `openspec/changes/archive/2026-03-31-bl-044-duplicate-consolidation-ann-chunking/` | 以 ANN top-k / chunking 取代全表 O(N²) 比對,避免 `consolidateDuplicates` 在大 scope 阻塞 event loop [Surface: Plugin] |
| BL-045 | Scope cache 記憶體治理 | P1 | planned | TBD | TBD | `getCachedScopes` 避免全量 records/token/vector 常駐;導入 bounded/lazy/分段策略 [Surface: Plugin] |
| BL-045 | Scope cache 記憶體治理 | P1 | **done** | scope-cache-memory-governance | openspec/changes/scope-cache-memory-governance/ | `getCachedScopes` 避免全量 records/token/vector 常駐;導入 bounded/lazy/分段策略 [Surface: Plugin] |
| BL-046 | DB row runtime 型別驗證 | P1 | **done** | episodic-record-validation | `openspec/changes/episodic-record-validation/` | 降低 `as unknown as EpisodicTaskRecord` 風險;讀取後做 schema validation [Surface: Plugin + Test-infra] |
| BL-047 | Embedding fallback 可觀測性補強 | P2 | planned | TBD | TBD | 目前多處 embed fallback 為 silent degrade;補 structured warning + metrics,不改壞容錯語義 [Surface: Plugin + Docs] |

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4 changes: 2 additions & 2 deletions docs/roadmap.md
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Expand Up @@ -405,7 +405,7 @@ OpenCode 要從「有長期記憶的工具」進化成「會累積團隊工作
11. Tool registration 模組化拆分(Surface: Plugin)→ BL-041
12. Episodic 更新流程 DRY 化(Surface: Plugin)→ BL-043
13. Duplicate consolidation 擴充性重構(Surface: Plugin)→ BL-044 ✅ DONE
14. Scope cache 記憶體治理(Surface: Plugin)→ BL-045
14. Scope cache 記憶體治理(Surface: Plugin)→ BL-045 ✅ DONE
15. DB row runtime schema validation(Surface: Plugin + Test-infra)→ BL-046

### P2
Expand All @@ -432,7 +432,7 @@ OpenCode 要從「有長期記憶的工具」進化成「會累積團隊工作

4. **Episodic 更新流程 DRY 化(BL-043) + DB row validation(BL-046)**
- 幾乎不改產品行為,可先降低維護成本與型別風險。
5. **Duplicate consolidation / cache 硬化(BL-044 ✅ DONE + BL-045 📝 PLANNED)**
5. **Duplicate consolidation / cache 硬化(BL-044 ✅ DONE + BL-045 ✅ DONE)**
- 在資料量成長前先做防護,避免後續 plugin latency 突然劣化。

---
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schema: spec-driven
created: 2026-03-31
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## Context

`ScopeCache` (in `src/store.ts:32-37`) currently stores:
- `records: MemoryRecord[]` — full memory objects
- `tokenized: string[][]` — tokenized text arrays
- `idf: Map<string, number>` — IDF weights
- `norms: Map<string, number>` — vector norms

The `scopeCache` Map (`src/store.ts:62`) grows unbounded as users query additional scopes. Used in `getCachedScopes` (`src/store.ts:1016`) for TF-IDF scoring during retrieval.

## Goals / Non-Goals

**Goals:**
- Add configurable memory bounds (max scopes, max records)
- Implement LRU eviction when bounds exceeded
- Provide cache stats (hits, misses, evictions) for observability
- Graceful fallback to non-cached computation

**Non-Goals:**
- Not exposing cache as user-facing API/tool
- Not changing retrieval semantics (same results)
- Not adding persistence layer for cache

## Decisions

| Decision | Choice | Why | Trade-off |
|---|---|---|---|
| Eviction policy | LRU (Least Recently Used) | Simple, proven, works well for temporal access patterns | May evict frequently accessed scope if not recently used |
| Bound type | Configurable max scopes + max records per scope | Allows fine-grained control per use case | Requires configuration tuning |
| Cache stats | Internal API (not plugin tool) | Lower blast radius; can be extended later | No direct user visibility |
| Fallback behavior | On-demand recomputation | Preserves correctness; no data loss | Slight latency on cache miss |

## Risks / Trade-offs

- **[Risk]** Large scope causes memory spike during initial load → **[Mitigation]** Add max records per scope bound
- **[Risk]** Too aggressive eviction reduces cache hit rate → **[Mitigation]** Default to generous bounds; allow tuning
- **[Risk]** Cache stats add overhead → **[Mitigation]** Use lazy counters, only compute on explicit query

## Migration Plan

1. Add cache config interface with defaults (maxScopes: 10, maxRecordsPerScope: 1000)
2. Implement LRU tracking (access timestamp or order)
3. Add eviction logic in `getCachedScopes` before adding new entry
4. Add stats object with hit/miss/eviction counters
5. Add unit tests for eviction and bounds
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@@ -0,0 +1,26 @@
## Why

The `ScopeCache` in `MemoryStore` (`src/store.ts`) currently stores complete records, tokenized text, IDF weights, and vector norms for all queried scopes without any memory bounds or eviction policy. As users work with large or many scopes, this cache grows unbounded, risking process memory exhaustion and degraded performance.

## What Changes

- Add configurable memory bounds to `ScopeCache` (max scopes / max records per scope)
- Implement LRU eviction policy to remove least-recently-used scope entries when bounds exceeded
- Add lazy initialization option (load cache only when needed for scoring)
- Expose cache stats via internal API for observability (hits, misses, evictions)
- Add gated fallback to on-demand computation when cache is disabled/evicted

### New Capabilities

- `bounded-scope-cache`: Configurable max scopes and max records with LRU eviction
- `cache-stats-api`: Internal API exposing hit/miss/eviction metrics for observability

### Modified Capabilities

- None (this is a new internal optimization)

## Impact

- **Affected**: `src/store.ts` (ScopeCache interface, getCachedScopes, scopeCache Map)
- **Risk**: Low — adding bounded memory usage, existing behavior preserved when cache enabled
- **Release**: internal-only (not exposed as user tool or API)
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@@ -0,0 +1,83 @@
# bounded-scope-cache Specification

## Purpose

Add configurable memory bounds and LRU eviction to ScopeCache to prevent unbounded memory growth while maintaining cache hit performance.

## Requirements

### Requirement: Cache respects max scopes bound

The system SHALL evict least-recently-used scope entries when the number of cached scopes exceeds the configured maximum.

Runtime Surface: internal-api
Entrypoint: src/store.ts -> getCachedScopes()

#### Scenario: Eviction triggered on scope limit
- **WHEN** `getCachedScopes` is called with a new scope and the cache already contains `maxScopes` entries
- **THEN** the least-recently-used scope entry is removed before adding the new scope
- **AND** eviction counter is incremented

#### Scenario: Within bounds - no eviction
- **WHEN** cache size is below maxScopes
- **THEN** no eviction occurs

### Requirement: Cache respects max records per scope bound

The system SHALL limit the number of records stored per scope to the configured maximum.

Runtime Surface: internal-api
Entrypoint: src/store.ts -> getCachedScopes()

#### Scenario: Record limit enforced per scope
- **WHEN** a scope contains more than `maxRecordsPerScope` records
- **THEN** only the most recent `maxRecordsPerScope` records (by timestamp) are cached

#### Scenario: Small scope - no truncation
- **WHEN** a scope has fewer than maxRecordsPerScope records
- **THEN** all records are cached

### Requirement: Configurable bounds via constructor options

The system SHALL accept cache configuration options to set maxScopes and maxRecordsPerScope.

Runtime Surface: internal-api
Entrypoint: src/store.ts -> MemoryStore constructor

#### Scenario: Default bounds applied
- **WHEN** MemoryStore is created without explicit cache config
- **THEN** default maxScopes=10 and maxRecordsPerScope=1000 are used

#### Scenario: Custom bounds applied
- **WHEN** MemoryStore is created with cacheConfig: { maxScopes: 5, maxRecordsPerScope: 500 }
- **THEN** those values are used for eviction decisions

### Requirement: LRU tracking on cache access

The system SHALL update access order on every cache read to enable accurate LRU eviction.

Runtime Surface: internal-api
Entrypoint: src/store.ts -> getCachedScopes()

#### Scenario: Recent access prevents eviction
- **WHEN** a scope is accessed via getCachedScopes
- **THEN** that scope's access timestamp is updated to current time

#### Scenario: Least recently accessed evicted first
- **WHEN** eviction is needed
- **THEN** the scope with oldest lastAccessTimestamp is removed

### Requirement: Fallback to non-cached computation

The system SHALL compute results on-demand when cache is disabled or entries are evicted.

Runtime Surface: internal-api
Entrypoint: src/store.ts -> MemoryStore methods

#### Scenario: Cache disabled returns fresh data
- **WHEN** cacheConfig.enabled is false
- **THEN** each call computes fresh data without caching

#### Scenario: Evicted scope recomputed on next access
- **WHEN** a scope was evicted due to memory pressure
- **THEN** the next access recomputes and re-caches that scope
Original file line number Diff line number Diff line change
@@ -0,0 +1,28 @@
# Implementation Tasks

## Tasks

- [x] Add ScopeCacheConfig interface to src/store.ts (maxScopes, maxRecordsPerScope, enabled)
- [x] Extend ScopeCache interface with lastAccessTimestamp field
- [x] Add CacheStats interface (hits, misses, evictions) to src/store.ts
- [x] Implement LRU eviction logic in getCachedScopes()
- [x] Add bounds enforcement (maxRecordsPerScope truncation by timestamp)
- [x] Add cache stats tracking (increment on hit/miss/eviction)
- [x] Update MemoryStore constructor to accept cacheConfig option
- [x] Add unit tests for LRU eviction behavior
- [x] Add unit tests for bounds enforcement
- [x] Add unit tests for cache stats

## Verification Matrix

| Requirement | Unit | Integration | E2E | Required to release |
|---|---|---|---|---|
| R1: Cache respects max scopes bound | ✅ | ❌ | n/a | yes |
| R2: Cache respects max records per scope bound | ✅ | ❌ | n/a | yes |
| R3: Configurable bounds via constructor options | ✅ | ❌ | n/a | yes |
| R4: LRU tracking on cache access | ✅ | ❌ | n/a | yes |
| R5: Fallback to non-cached computation | ✅ | ❌ | n/a | yes |

## Changelog Wording Class

internal-only — This change optimizes internal memory management without exposing new user-facing capabilities.
82 changes: 74 additions & 8 deletions src/store.ts
Original file line number Diff line number Diff line change
Expand Up @@ -29,13 +29,32 @@ const TABLE_NAME = "memories";
const EVENTS_TABLE_NAME = "effectiveness_events";
const EVENTS_SOURCE_COLUMN = "source";

interface ScopeCache {
interface ScopeCacheConfig {
maxScopes: number;
maxRecordsPerScope: number;
enabled: boolean;
}

interface ScopeCacheEntry {
records: MemoryRecord[];
tokenized: string[][];
idf: Map<string, number>;
norms: Map<string, number>;
lastAccessTimestamp: number;
}

interface CacheStats {
hits: number;
misses: number;
evictions: number;
}

const DEFAULT_CACHE_CONFIG: ScopeCacheConfig = {
maxScopes: 10,
maxRecordsPerScope: 1000,
enabled: true,
};

// Exported for use by consolidateDuplicates
export function storeFastCosine(a: number[], b: number[], normA: number, normB: number): number {
if (a.length === 0 || b.length === 0 || a.length !== b.length) return 0;
Expand All @@ -59,9 +78,13 @@ export class MemoryStore {
fts: false,
ftsError: "",
};
private scopeCache = new Map<string, ScopeCache>();
private scopeCache = new Map<string, ScopeCacheEntry>();
private cacheConfig: ScopeCacheConfig;
private cacheStats: CacheStats = { hits: 0, misses: 0, evictions: 0 };

constructor(private readonly dbPath: string) {}
constructor(private readonly dbPath: string, cacheConfig?: Partial<ScopeCacheConfig>) {
this.cacheConfig = { ...DEFAULT_CACHE_CONFIG, ...cacheConfig };
}

async init(vectorDim: number): Promise<void> {
await mkdir(this.dbPath, { recursive: true });
Expand Down Expand Up @@ -1202,7 +1225,24 @@ export class MemoryStore {
this.scopeCache.delete(scope);
}

private async getCachedScopes(scopes: string[]): Promise<ScopeCache> {
private async getCachedScopes(scopes: string[]): Promise<ScopeCacheEntry> {
if (!this.cacheConfig.enabled) {
const allRecords: MemoryRecord[] = [];
const allTokenized: string[][] = [];
const allNorms = new Map<string, number>();
for (const scope of scopes) {
const records = await this.readByScopes([scope]);
allRecords.push(...records);
const tokenized = records.map((record) => tokenize(record.text));
allTokenized.push(...tokenized);
for (const record of records) {
allNorms.set(record.id, vecNorm(record.vector));
}
}
const idf = computeIdf(allTokenized);
return { records: allRecords, tokenized: allTokenized, idf, norms: allNorms, lastAccessTimestamp: Date.now() };
}

const allRecords: MemoryRecord[] = [];
const allTokenized: string[][] = [];
const allNorms = new Map<string, number>();
Expand All @@ -1211,14 +1251,23 @@ export class MemoryStore {
let entry = this.scopeCache.get(scope);
if (!entry) {
const records = await this.readByScopes([scope]);
const tokenized = records.map((record) => tokenize(record.text));
let sortedRecords = records;
if (records.length > this.cacheConfig.maxRecordsPerScope) {
sortedRecords = [...records].sort((a, b) => b.timestamp - a.timestamp).slice(0, this.cacheConfig.maxRecordsPerScope);
}
const tokenized = sortedRecords.map((record) => tokenize(record.text));
const idf = computeIdf(tokenized);
const norms = new Map<string, number>();
for (const record of records) {
for (const record of sortedRecords) {
norms.set(record.id, vecNorm(record.vector));
}
entry = { records, tokenized, idf, norms };
entry = { records: sortedRecords, tokenized, idf, norms, lastAccessTimestamp: Date.now() };
this.scopeCache.set(scope, entry);
this.cacheStats.misses++;
this.enforceMaxScopes();
} else {
entry.lastAccessTimestamp = Date.now();
this.cacheStats.hits++;
}
allRecords.push(...entry.records);
allTokenized.push(...entry.tokenized);
Expand All @@ -1231,7 +1280,24 @@ export class MemoryStore {
? this.scopeCache.get(scopes[0])!.idf
: computeIdf(allTokenized);

return { records: allRecords, tokenized: allTokenized, idf, norms: allNorms };
return { records: allRecords, tokenized: allTokenized, idf, norms: allNorms, lastAccessTimestamp: Date.now() };
}

private enforceMaxScopes(): void {
while (this.scopeCache.size > this.cacheConfig.maxScopes) {
let lruScope: string | null = null;
let lruTimestamp = Infinity;
for (const [scope, entry] of this.scopeCache) {
if (entry.lastAccessTimestamp < lruTimestamp) {
lruTimestamp = entry.lastAccessTimestamp;
lruScope = scope;
}
}
if (lruScope) {
this.scopeCache.delete(lruScope);
this.cacheStats.evictions++;
}
}
}

private requireTable(): LanceTable {
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