Add Experience V1 schema migration and agent-run completion extractor.

Extend h5_experience with structured fields, wire mindspace-agent-runner and agent-run-gateway to persist task_outcome records with provenance, and add local migration and verification scripts.

Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
john
2026-09-02 10:26:46 +08:00
parent 908db04b67
commit b923e54eff
19 changed files with 1340 additions and 131 deletions
+64 -69
View File
@@ -1,5 +1,12 @@
import crypto from 'node:crypto';
import {
experienceSearchHaystack,
mapExperienceRow,
normalizeExperienceRecordInput,
serializeExperienceJson,
} from './experience-schema.mjs';
/**
* Shared experience store (etat C of the goose scale plan).
*
@@ -16,58 +23,22 @@ import crypto from 'node:crypto';
*/
export function createExperienceService(pool, options = {}) {
const now = options.now ?? (() => Date.now());
// Recency half-life: a record this old contributes half its keyword score.
const halfLifeMs = Math.max(
60_000,
Number(options.recencyHalfLifeMs ?? 30 * 24 * 60 * 60 * 1000),
);
function normalizeTags(tags) {
if (!Array.isArray(tags)) return [];
return [...new Set(tags.map((t) => String(t).trim()).filter(Boolean))];
}
function rowToExperience(row) {
return {
id: row.id,
scope: row.scope,
kind: row.kind,
title: row.title,
body: row.body,
tags: row.tags_json ? safeJsonArray(row.tags_json) : [],
sourceSessionId: row.source_session_id ?? null,
sourceUserId: row.source_user_id ?? null,
useCount: Number(row.use_count ?? 0),
createdAt: Number(row.created_at),
updatedAt: Number(row.updated_at),
};
}
function safeJsonArray(value) {
if (Array.isArray(value)) return value;
try {
const parsed = JSON.parse(value);
return Array.isArray(parsed) ? parsed : [];
} catch {
return [];
}
}
// Keyword overlap × recency decay. Kept separate so the pgvector backend can
// replace this with cosine similarity without touching search()'s shape.
function rankRows(rows, queryTerms, nowMs) {
const terms = queryTerms;
return rows
.map((row) => {
const haystack = `${row.title}\n${row.body}`.toLowerCase();
const haystack = experienceSearchHaystack(row);
let keywordScore = 0;
for (const term of terms) {
for (const term of queryTerms) {
if (haystack.includes(term)) keywordScore += 1;
}
const ageMs = Math.max(0, nowMs - Number(row.updated_at));
const recency = Math.pow(0.5, ageMs / halfLifeMs);
const score = keywordScore * recency;
return { row, score };
return { row, score: keywordScore * recency };
})
.filter((entry) => entry.score > 0)
.sort((a, b) => b.score - a.score);
@@ -89,43 +60,66 @@ export function createExperienceService(pool, options = {}) {
* Persist a piece of experience. Returns the stored record.
*/
async function record(input) {
const title = String(input?.title ?? '').trim();
const body = String(input?.body ?? '').trim();
if (!title) throw experienceError('经验标题不能为空', 'invalid_experience_input');
if (!body) throw experienceError('经验内容不能为空', 'invalid_experience_input');
const normalized = normalizeExperienceRecordInput(input);
if (!normalized.title) throw experienceError('经验标题不能为空', 'invalid_experience_input');
if (!normalized.body) throw experienceError('经验内容不能为空', 'invalid_experience_input');
const id = crypto.randomUUID();
const ts = now();
const scope = String(input?.scope ?? 'global').trim() || 'global';
const kind = String(input?.kind ?? 'lesson').trim() || 'lesson';
const tags = normalizeTags(input?.tags);
const environmentJson = serializeExperienceJson(normalized.environment);
const actionJson = serializeExperienceJson(normalized.action);
const evidenceJson = serializeExperienceJson(normalized.evidence);
await pool.query(
`INSERT INTO h5_experience
(id, scope, kind, title, body, tags_json, source_session_id, source_user_id,
use_count, created_at, updated_at)
VALUES (?, ?, ?, ?, ?, ?, ?, ?, 0, ?, ?)`,
use_count, problem, environment_json, hypothesis, action_json, result, confidence,
evidence_json, parent_experience_id, supersedes_id, status, created_at, updated_at)
VALUES (?, ?, ?, ?, ?, ?, ?, ?, 0, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)`,
[
id,
scope,
kind,
title,
body,
JSON.stringify(tags),
input?.sourceSessionId ?? null,
input?.sourceUserId ?? null,
normalized.scope,
normalized.kind,
normalized.title,
normalized.body,
JSON.stringify(normalized.tags),
normalized.sourceSessionId,
normalized.sourceUserId,
normalized.problem,
environmentJson,
normalized.hypothesis,
actionJson,
normalized.result,
normalized.confidence,
evidenceJson,
normalized.parentExperienceId,
normalized.supersedesId,
normalized.status,
ts,
ts,
],
);
return rowToExperience({
return mapExperienceRow({
id,
scope,
kind,
title,
body,
tags_json: tags,
source_session_id: input?.sourceSessionId ?? null,
source_user_id: input?.sourceUserId ?? null,
scope: normalized.scope,
kind: normalized.kind,
title: normalized.title,
body: normalized.body,
tags_json: JSON.stringify(normalized.tags),
source_session_id: normalized.sourceSessionId,
source_user_id: normalized.sourceUserId,
use_count: 0,
problem: normalized.problem,
environment_json: environmentJson,
hypothesis: normalized.hypothesis,
action_json: actionJson,
result: normalized.result,
confidence: normalized.confidence,
evidence_json: evidenceJson,
parent_experience_id: normalized.parentExperienceId,
supersedes_id: normalized.supersedesId,
status: normalized.status,
created_at: ts,
updated_at: ts,
});
@@ -138,20 +132,19 @@ export function createExperienceService(pool, options = {}) {
async function search(query, { scope = 'global', limit = 5 } = {}) {
const terms = tokenize(query);
if (terms.length === 0) return [];
// Pull a bounded candidate set by scope+recency, then rank in JS. The
// candidate cap keeps this cheap on MySQL; pgvector would push ranking into SQL.
const [rows] = await pool.query(
`SELECT id, scope, kind, title, body, tags_json, source_session_id,
source_user_id, use_count, created_at, updated_at
source_user_id, use_count, problem, environment_json, hypothesis,
action_json, result, confidence, evidence_json, parent_experience_id,
supersedes_id, status, created_at, updated_at
FROM h5_experience
WHERE scope = ?
WHERE scope = ? AND status = 'active'
ORDER BY updated_at DESC
LIMIT 500`,
[scope],
);
const ranked = rankRows(rows, terms, now()).slice(0, Math.max(1, limit));
if (ranked.length > 0) {
// Best-effort usage bump so popular experience can be surfaced/weighted later.
const ids = ranked.map((entry) => entry.row.id);
const placeholders = ids.map(() => '?').join(',');
await pool
@@ -161,7 +154,7 @@ export function createExperienceService(pool, options = {}) {
)
.catch(() => {});
}
return ranked.map((entry) => rowToExperience(entry.row));
return ranked.map((entry) => mapExperienceRow(entry.row));
}
/**
@@ -179,3 +172,5 @@ export function createExperienceService(pool, options = {}) {
function experienceError(message, code) {
return Object.assign(new Error(message), { code });
}
export { formatExperienceInjectionBlock, formatExperienceInjectionLine } from './experience-schema.mjs';