菜单
Route durable evidence-backed improvements to one canonical destination.
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
Build and search a local SQLite course-content index from a user-provided course folder.
Build and search a local SQLite course-content index from a user-provided course folder.
Save bounded session progress without ending or committing work.
Route requests to smallest authoritative project and memory context.
Convert user corrections into durable, generic prevention rules.
Research-first planning for a new product, greenfield project, scaffold-only repository, or immature codebase where a codebase map would mislead. Produces validated build context and an explicit graduation gate.
| name | self-improve |
| description | Route durable evidence-backed improvements to one canonical destination. |
Use when asked to extract lessons, preserve a workflow improvement, or learn from a correction or failure.
Look for user corrections, repeated guidance, verified failures and fixes, reusable workflows, and explicit preferences. Ignore generic advice, resolved trivia, and speculative improvements.
Keep candidate only when it is new, specific, durable, actionable, and supported by a distilled fact or artifact.
| Candidate | Canonical destination |
|---|---|
| User correction or prevention rule | CORRECTIONS.md |
| Reusable lesson, workaround, or preference | LEARNINGS.md |
| Current work status or blocker | PROJECT_STATE.md |
| One restart instruction | NEXT.md |
| Skill behavior correction | Relevant SKILL.md, after explicit review when it changes policy |
Search destination first. Update existing entry rather than duplicate. Present proposed changes for approval when modifying instructions or durable policy. Do not auto-commit or push.
Never store or copy raw transcripts, transcript exports, or raw tool output.
