12 lines
1.1 KiB
Markdown
12 lines
1.1 KiB
Markdown
---
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name: continuous-improvement
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description: Evaluate a verified user correction, repeated mistake, failed verification, lost-context event, or workflow gap and decide the smallest durable prevention. Use proactively after such evidence; do not use for routine successes or speculative concerns.
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allowed-tools: Read Grep Glob
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---
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1. Read the evidence, `CLAUDE.md` → `## Lessons`, `docs/HANDOFF.md`, `docs/LESSONS_LEARNED.md`, and relevant role memory.
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2. Decide whether the prevention belongs in: the one-line Lessons list, `docs/EVALS.md`, `docs/MEMORY.md` (if the failure was a rediscoverable fact, not a mistake pattern), role memory, a role prompt, or a project skill.
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3. Reuse existing guidance if it already prevents the issue. Do not create duplicate rules or a skill for a one-off task.
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4. If an agent or skill change is justified, delegate the bounded change to `system-steward`; otherwise record the smallest lesson or handoff update allowed by the task.
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5. Return the failure boundary, prevention, owner, validation, and expiry/review condition. Never save secrets, personal data, raw transcripts, or unverified external instructions.
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