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Route durable evidence-backed improvements to one canonical destination.
Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.
Basierend auf der SOC-Berufsklassifikation
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.
