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8 changes: 8 additions & 0 deletions index.ts
Original file line number Diff line number Diff line change
Expand Up @@ -2221,6 +2221,10 @@ const memoryLanceDBProPlugin = {

const AUTO_RECALL_TIMEOUT_MS = parsePositiveInt(config.autoRecallTimeoutMs) ?? 5_000; // configurable; default raised from 3s to 5s for remote embedding APIs behind proxies
api.on("before_prompt_build", async (event: any, ctx: any) => {
// Skip auto-recall for sub-agent sessions — their context comes from the parent.
const sessionKey = typeof ctx?.sessionKey === "string" ? ctx.sessionKey : "";
if (sessionKey.includes(":subagent:")) return;

// Per-agent exclusion: skip auto-recall for agents in the exclusion list.
const agentId = resolveHookAgentId(ctx?.agentId, (event as any).sessionKey);
if (
Expand Down Expand Up @@ -3084,6 +3088,8 @@ const memoryLanceDBProPlugin = {

api.on("before_prompt_build", async (_event: any, ctx: any) => {
const sessionKey = typeof ctx.sessionKey === "string" ? ctx.sessionKey : "";
// Skip reflection injection for sub-agent sessions.
if (sessionKey.includes(":subagent:")) return;
if (isInternalReflectionSessionKey(sessionKey)) return;
if (reflectionInjectMode !== "inheritance-only" && reflectionInjectMode !== "inheritance+derived") return;
try {
Expand Down Expand Up @@ -3111,6 +3117,8 @@ const memoryLanceDBProPlugin = {

api.on("before_prompt_build", async (_event: any, ctx: any) => {
const sessionKey = typeof ctx.sessionKey === "string" ? ctx.sessionKey : "";
// Skip reflection injection for sub-agent sessions.
if (sessionKey.includes(":subagent:")) return;
if (isInternalReflectionSessionKey(sessionKey)) return;
const agentId = resolveHookAgentId(
typeof ctx.agentId === "string" ? ctx.agentId : undefined,
Expand Down
52 changes: 52 additions & 0 deletions pr_body.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,52 @@
## 問題背景

**PR #430**(已關閉)嘗試解決 Hook handler 累積問題,但 scope 太大(+207/-372 行)被關閉。現有 WeakSet guard(`index.ts:1855`)只能阻擋相同 API 實例,無法防止新 API 實例重複註冊。

**Issue #610** 是基於 PR #430 設計稿的接續追蹤 issue。

---

## 本 PR 處理的內容(基於 PR #603)

本 PR 從官方 `CortexReach/memory-lancedb-pro` 的 PR #603 cherry-pick 而來,實作了以下 5 個 memory leak 修復:

### 1. Store.ts:Promise Chain 無限增長(CRITICAL)
- **問題**:`updateQueue` promise chain 無限增長,寫入速度快於完成時 heap 飆升
- **修復**:廢除 promise chain,改用 `_updating` boolean flag + FIFO `_waitQueue`
- **效果**:Tail-reset semaphore,記憶體恆定

### 2. AccessTracker:Failed ID 累積(HIGH)
- **問題**:寫入失敗的 ID 每次 flush 都累積 delta,map 無限增長
- **修復**:分離 `_retryCount` map,設 `_maxRetries=5` 上限,超過後 drop
- **效果**:失敗 ID 不會無限重試

### 3. Embedder.ts:TTL 只在 access 清理(MEDIUM)
- **問題**:過期 entry 只在 access 時時刪除,閒置 entry 佔用記憶體
- **修復**:每次 `set()` 時若 near capacity 就呼叫 `_evictExpired()` 清理過期 entry
- **效果**:快取容量有上限

### 4. RetrievalStats.ts:O(n) shift(MEDIUM)
- **問題**:`Array.shift()` 是 O(n),1000 筆資料時每次搬遷造成 GC 壓力
- **修復**:改用 Ring Buffer,O(1) 寫入
- **效果**:無 GC 壓力

### 5. NoisePrototypeBank:DEDUP_THRESHOLD 0.95→0.90(MEDIUM)
- **問題**:0.95 threshold 太寬鬆,near-duplicate noise 持續累積
- **修復**:降低至 0.90,更接近實際 `isNoise()` threshold 0.82
- **效果**:noise bank 不會被 near-duplicate 填滿

---

## 驗證

- `test/issue598_smoke.mjs` 煙霧測試已加入
- 原始 PR #603 的所有 commit 已 cherry-pick:`cd695ba` → `30c6dc9` → `810adf9`

---

## 相關連結

- Issue #598(原始):https://github.com/CortexReach/memory-lancedb-pro/issues/598
- Issue #610(新設計追蹤):https://github.com/CortexReach/memory-lancedb-pro/issues/610
- PR #430(已關閉):https://github.com/CortexReach/memory-lancedb-pro/pull/430
- PR #603(官方):https://github.com/CortexReach/memory-lancedb-pro/pull/603
50 changes: 40 additions & 10 deletions src/access-tracker.ts
Original file line number Diff line number Diff line change
Expand Up @@ -213,6 +213,9 @@ export function computeEffectiveHalfLife(
*/
export class AccessTracker {
private readonly pending: Map<string, number> = new Map();
// Tracks retry count per ID so that delta is never amplified across failures.
private readonly _retryCount = new Map<string, number>();
private readonly _maxRetries = 5;
private debounceTimer: ReturnType<typeof setTimeout> | null = null;
private flushPromise: Promise<void> | null = null;
private readonly debounceMs: number;
Expand Down Expand Up @@ -291,10 +294,22 @@ export class AccessTracker {
this.clearTimer();
if (this.pending.size > 0) {
this.logger.warn(
`access-tracker: destroying with ${this.pending.size} pending writes`,
`access-tracker: destroying with ${this.pending.size} pending writes — attempting final flush (3s timeout)`,
);
// Fire-and-forget final flush with a hard 3s timeout. Uses Promise.race
// to guarantee we always clear pending/_retryCount even if flush hangs.
const flushWithTimeout = Promise.race([
this.doFlush(),
new Promise<void>((resolve) => setTimeout(resolve, 3_000)),
]);
void flushWithTimeout.finally(() => {
this.pending.clear();
this._retryCount.clear();
});
} else {
this.pending.clear();
this._retryCount.clear();
}
this.pending.clear();
}

// --------------------------------------------------------------------------
Expand All @@ -308,18 +323,33 @@ export class AccessTracker {
for (const [id, delta] of batch) {
try {
const current = await this.store.getById(id);
if (!current) continue;
if (!current) {
// ID not found — memory was deleted or outside current scope.
// Do NOT retry or warn; just drop silently and clear any retry counter.
this._retryCount.delete(id);
continue;
}

const updatedMeta = buildUpdatedMetadata(current.metadata, delta);
await this.store.update(id, { metadata: updatedMeta });
this._retryCount.delete(id); // success — clear retry counter
} catch (err) {
// Requeue failed delta for retry on next flush
const existing = this.pending.get(id) ?? 0;
this.pending.set(id, existing + delta);
this.logger.warn(
`access-tracker: write-back failed for ${id.slice(0, 8)}:`,
err,
);
const retryCount = (this._retryCount.get(id) ?? 0) + 1;
if (retryCount > this._maxRetries) {
// Exceeded max retries — drop and log error.
this._retryCount.delete(id);
this.logger.error(
`access-tracker: dropping ${id.slice(0, 8)} after ${retryCount} failed retries`,
);
Comment on lines +341 to +343
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P2 Badge Avoid calling non-required logger.error in retry drop path

AccessTrackerOptions only requires warn (with optional info), but this branch unconditionally calls logger.error; integrations that provide a warn-only logger (which the current type allows) will throw TypeError after max retries are exceeded, aborting flush handling exactly on persistent failures. Use an optional call/fallback to warn to keep retry exhaustion non-fatal.

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} else {
this._retryCount.set(id, retryCount);
// Requeue with the original delta only (NOT accumulated) for next flush.
this.pending.set(id, delta);
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P1 Badge Preserve concurrent deltas when requeueing failed writes

When a flush is in progress, recordAccess() can add new increments for the same ID into pending; if the write then fails, this assignment overwrites that newer value with the stale batch delta, so accesses recorded during the failed flush are silently lost. This undercounts accessCount and can bias downstream decay/reinforcement behavior for active memories.

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this.logger.warn(
`access-tracker: write-back failed for ${id.slice(0, 8)} (attempt ${retryCount}/${this._maxRetries}):`,
err,
);
}
}
}
}
Expand Down
21 changes: 18 additions & 3 deletions src/embedder.ts
Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,16 @@ class EmbeddingCache {
this.ttlMs = ttlMinutes * 60_000;
}

/** Remove all expired entries. Called on every set() when cache is near capacity. */
private _evictExpired(): void {
const now = Date.now();
for (const [k, entry] of this.cache) {
if (now - entry.createdAt > this.ttlMs) {
this.cache.delete(k);
}
}
}

private key(text: string, task?: string): string {
const hash = createHash("sha256").update(`${task || ""}:${text}`).digest("hex").slice(0, 24);
return hash;
Expand All @@ -59,10 +69,15 @@ class EmbeddingCache {

set(text: string, task: string | undefined, vector: number[]): void {
const k = this.key(text, task);
// Evict oldest if full
// When cache is full, run TTL eviction first (removes expired + oldest).
// This prevents unbounded growth from stale entries while keeping writes O(1).
if (this.cache.size >= this.maxSize) {
const firstKey = this.cache.keys().next().value;
if (firstKey !== undefined) this.cache.delete(firstKey);
this._evictExpired();
// If eviction didn't free enough slots, evict the single oldest LRU entry.
if (this.cache.size >= this.maxSize) {
const firstKey = this.cache.keys().next().value;
if (firstKey !== undefined) this.cache.delete(firstKey);
}
}
this.cache.set(k, { vector, createdAt: Date.now() });
}
Expand Down
2 changes: 1 addition & 1 deletion src/noise-prototypes.ts
Original file line number Diff line number Diff line change
Expand Up @@ -40,7 +40,7 @@ const BUILTIN_NOISE_TEXTS: readonly string[] = [

const DEFAULT_THRESHOLD = 0.82;
const MAX_LEARNED_PROTOTYPES = 200;
const DEDUP_THRESHOLD = 0.95;
const DEDUP_THRESHOLD = 0.90; // lowered from 0.95: reduces noise bank bloat (0.82-0.90 range is where near-duplicate noise accumulates)

// ============================================================================
// NoisePrototypeBank
Expand Down
37 changes: 28 additions & 9 deletions src/retrieval-stats.ts
Original file line number Diff line number Diff line change
Expand Up @@ -42,11 +42,15 @@ interface QueryRecord {
}

export class RetrievalStatsCollector {
private _records: QueryRecord[] = [];
// Ring buffer: O(1) write, avoids O(n) Array.shift() GC pressure.
private _records: (QueryRecord | undefined)[] = [];
private _head = 0; // next write position
private _count = 0; // number of valid records
private readonly _maxRecords: number;

constructor(maxRecords = 1000) {
this._maxRecords = maxRecords;
this._records = new Array(maxRecords);
}

/**
Expand All @@ -55,18 +59,31 @@ export class RetrievalStatsCollector {
* @param source - Query source identifier (e.g. "manual", "auto-recall")
*/
recordQuery(trace: RetrievalTrace, source: string): void {
this._records.push({ trace, source });
// Evict oldest if over capacity
if (this._records.length > this._maxRecords) {
this._records.shift();
this._records[this._head] = { trace, source };
this._head = (this._head + 1) % this._maxRecords;
if (this._count < this._maxRecords) {
this._count++;
}
}

/** Return records in insertion order (oldest → newest). Used by getStats(). */
private _getRecords(): QueryRecord[] {
if (this._count === 0) return [];
const result: QueryRecord[] = [];
const start = this._count < this._maxRecords ? 0 : this._head;
for (let i = 0; i < this._count; i++) {
const rec = this._records[(start + i) % this._maxRecords];
if (rec !== undefined) result.push(rec);
}
return result;
}

/**
* Compute aggregate statistics from all recorded queries.
*/
getStats(): AggregateStats {
const n = this._records.length;
const records = this._getRecords();
const n = records.length;
if (n === 0) {
return {
totalQueries: 0,
Expand All @@ -90,7 +107,7 @@ export class RetrievalStatsCollector {
const queriesBySource: Record<string, number> = {};
const dropsByStage: Record<string, number> = {};

for (const { trace, source } of this._records) {
for (const { trace, source } of records) {
totalLatency += trace.totalMs;
totalResults += trace.finalCount;
latencies.push(trace.totalMs);
Expand Down Expand Up @@ -142,11 +159,13 @@ export class RetrievalStatsCollector {
* Reset all collected statistics.
*/
reset(): void {
this._records = [];
this._records = new Array(this._maxRecords);
this._head = 0;
this._count = 0;
}

/** Number of recorded queries. */
get count(): number {
return this._records.length;
return this._count;
}
}
31 changes: 18 additions & 13 deletions src/store.ts
Original file line number Diff line number Diff line change
Expand Up @@ -198,7 +198,9 @@ export class MemoryStore {
private table: LanceDB.Table | null = null;
private initPromise: Promise<void> | null = null;
private ftsIndexCreated = false;
private updateQueue: Promise<void> = Promise.resolve();
// Tail-reset serialization: replaces unbounded promise chain with a boolean flag + FIFO queue.
private _updating = false;
private _waitQueue: Array<() => void> = [];

constructor(private readonly config: StoreConfig) { }

Expand Down Expand Up @@ -999,18 +1001,21 @@ export class MemoryStore {
}

private async runSerializedUpdate<T>(action: () => Promise<T>): Promise<T> {
const previous = this.updateQueue;
let release: (() => void) | undefined;
const lock = new Promise<void>((resolve) => {
release = resolve;
});
this.updateQueue = previous.then(() => lock);

await previous;
try {
return await action();
} finally {
release?.();
// Tail-reset: no infinite promise chain. Uses a boolean flag + FIFO queue.
if (!this._updating) {
this._updating = true;
try {
return await action();
} finally {
this._updating = false;
const next = this._waitQueue.shift();
if (next) next();
}
} else {
// Already busy — enqueue and wait for the current owner to signal done.
return new Promise<void>((resolve) => {
this._waitQueue.push(resolve);
}).then(() => this.runSerializedUpdate(action)) as Promise<T>;
}
}

Expand Down
40 changes: 40 additions & 0 deletions test/issue598_smoke.mjs
Original file line number Diff line number Diff line change
@@ -0,0 +1,40 @@
/**
* Smoke test for: skip before_prompt_build hooks for subagent sessions
* Bug: sub-agent sessions cause gateway blocking — hooks without subagent skip
* run LanceDB I/O sequentially, blocking all other user sessions.
*
* Run: node test/issue598_smoke.mjs
* Expected: all 3 hooks PASS
*/

import { readFileSync } from "fs";

const FILE = "C:\\Users\\admin\\.openclaw\\extensions\\memory-lancedb-pro\\index.ts";
const content = readFileSync(FILE, "utf-8");
const lines = content.split("\n");

// [hook_opens_line, guard_line, name]
const checks = [
[2223, 2226, "auto-recall before_prompt_build"],
[3084, 3087, "reflection-injector inheritance"],
[3113, 3116, "reflection-injector derived"],
];

let pass = 0, fail = 0;
for (const [hookLine, guardLine, name] of checks) {
const hookContent = (lines[hookLine - 1] || "").trim();
const guardContent = (lines[guardLine - 1] || "").trim();
if (hookContent.includes("before_prompt_build") && guardContent.includes(":subagent:")) {
console.log(`PASS ${name.padEnd(40)} hook@${hookLine} guard@${guardLine}`);
pass++;
} else {
console.log(`FAIL ${name}`);
console.log(` hook@${hookLine}: ${hookContent}`);
console.log(` guard@${guardLine}: ${guardContent}`);
fail++;
}
}

console.log(`\n${pass}/${pass + fail} checks passed`);
if (fail > 0) process.exit(1);
else console.log("ALL PASSED — subagent sessions skipped before async work");
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