skill-curator
Autonomous skill lifecycle manager. Reviews skill-compounder drafts, promotes high-confidence patterns, merges duplicates, archives low-quality drafts. Zero manual review required - runs on every session start.
npx skills add vibeeval/vibecosystem --skill skill-curator --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Skill Curator Autonomous skill lifecycle system. Works in partnership with `skill-compounder` to close the loop: observe -> draft -> review -> promote. ## The Pipeline ``` 1. You work normally (no manual action needed) 2. skill-compounder (Stop hook) detects successful patterns 3. Draft written to ~/.claude/skills-drafts/ 4. skill-curator (SessionStart hook) reviews all drafts 5. Drafts are either: - PROMOTED to ~/.claude/skills/ (confidence >= 80, no duplicates) - MERGED with existing similar skill - ARCHIVED to ~/.claude/skills-drafts/archive/ (confidence < 50) - KEPT in drafts for next review (50-79, needs more evidence) ``` ## Promotion Criteria A draft is auto-promoted when ALL of these are true: | Criterion | Threshold | |-----------|-----------| | Confidence | >= 80 | | Occurrences | >= 3 (or category is error-recovery) | | Uniqueness | Not duplicate of existing skill | | Age | Less than 14 days old | | Category | One of: repeated-workflow, error-recovery, domain-pattern | ## Archive Criteria A draft is auto-archived when ANY of these are true: - Confidence < 50 (not reproducible) - Age > 14 days without promotion (stale) - Duplicate of existing promoted skill ## Duplicate
- The Pipeline
- Promotion Criteria
- Archive Criteria
- Duplicate Detection
- Draft File Format
- Integration
- Metrics
- Safety
What does the skill-curator skill do?
Autonomous skill lifecycle manager. Reviews skill-compounder drafts, promotes high-confidence patterns, merges duplicates, archives low-quality drafts. Zero manual review required - runs on every session start.
How do I install it?
Run `npx skills add vibeeval/vibecosystem --skill skill-curator --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From vibeeval/vibecosystem, a repository with 521 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.