菜单
Run practice tasks when idle to improve skill confidence. Use when no primary work items are available, waiting for human input, in rate limit cooldown, skills blocking P0/P1 goals have low confidence, skills have maturity=Declared, or skills unused >30 days.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
The SOLE WRITER to the V3.0 mem0 second brain. Invoked agentically by the executive at write moments — post-run, post-retro, post-spec-merge, manual /harvest. Decides which facts to classify into which memory type (principle/semantic/procedural/episodic/reflective), validates against the schema, and calls the deterministic plumbing in references/ via Bash. Blocks until writes are durable (poll event endpoint for SUCCEEDED). Never invoked from worker code.
Consult the V3.0 mem0 second brain agentically during executive planning, work selection, pre-spawn memory pack building, and failure diagnosis. Use this skill whenever the executive needs to remember prior runs, retros, or learned principles. Read-only — never writes. Drives the unified `mem0` CLI via Bash, orchestrating multiple iterative search queries (mem0 does not do multi-hop graph traversal natively, so iterative search IS the multi-hop).
Hook D — Failure-Diagnosis memory consultation. Runs at executive Phase 7 (after 3+ consecutive failures on a work item) BEFORE the failure-diagnosis skill itself runs. Consults the second brain for similar prior failures and successful retry strategies, then hands enriched context to the failure-diagnosis skill. Read-only. Invokes the memory-reader skill.
Hook E — Post-Retrospective Harvest. Runs after a retrospective markdown doc completes (per-run or weekly). Reads the retro fully and decides which durable lessons (reflective, semantic, procedural memories) to write to the second brain. Typically 3–8 writes per weekly retro, 0–3 per per-run retro. Invokes the memory-harvester skill for the actual writes.
Hook C — Post-Run Harvest. Runs after a worker completes (executive Phase 6 success path). Decides agentically which facts from the run to write to the second brain — typically 0–3 memory writes per run (one episodic, optionally a semantic or procedural). Invokes the memory-harvester skill to do the actual writes (with event-polling for durability).
Hook B — Pre-Spawn Memory Pack build. Runs before each worker spawn (executive Phase 4 prep). Reads the second brain for project-specific memories and produces a Memory Pack markdown block that worker-spawner injects into the worker's generated CLAUDE.md. Workers consume this as static markdown — they never call mem0 themselves. Read-only. Invokes the memory-reader skill.
| name | practice-loop |
| description | Run practice tasks when idle to improve skill confidence. Use when no primary work items are available, waiting for human input, in rate limit cooldown, skills blocking P0/P1 goals have low confidence, skills have maturity=Declared, or skills unused >30 days. |
Run practice tasks when idle to improve skill confidence.
Identify target - Scan goal bundles for required skills, find lowest confidence skill needed by highest priority goal
Create practice task - Use safe location ~/dev/ai-sandbox/practice/
Execute - Run the practice task in isolation
Validate - Run applicable verifiers
Update - Adjust confidence: +10 PASS, -15 FAIL
Log - Record to capability-ledger.jsonl:
{"event": "PRACTICE_TASK_COMPLETE", "skill_id": "...", "result": "PASS"}
| Skill | Task |
|---|---|
| git.branch_commit | Create branch, make 3 commits in test repo |
| nextjs.build.basic | Scaffold app, modify component, verify build |
| reason.debugging | Create broken code, debug systematically |