Vibecosystem 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.

install

source · Clone the upstream repo

git clone https://github.com/vibeeval/vibecosystem

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/vibeeval/vibecosystem "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/skill-curator" ~/.claude/skills/vibeeval-vibecosystem-skill-curator && rm -rf "$T"

manifest: skills/skill-curator/SKILL.md

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 Detection

Before promoting, check against existing skills:

Name match - exact directory name
Category + description overlap - same category, 4+ keyword overlap

If duplicate found, either merge evidence into existing skill or archive.

Draft File Format

Drafts live in

~/.claude/skills-drafts/<name>.md

---
name: pattern-abc123
description: "Procedural pattern: Read -> Edit -> Test -> Commit"
category: repeated-workflow
confidence: 85
occurrences: 7
source_session: s-xyz789
generated_at: 2026-04-12T03:45:00Z
status: draft
---

When promoted,

status: draft

becomes

status: active

Integration

skill-compounder (Stop hook): Generates drafts from session observations
self-learner: Provides error-pattern data that feeds skill-compounder
canavar: Cross-trains all agents when skill is promoted
layered-recall: Makes new skills queryable via Depth 1-3 pattern

Metrics

Tracked in

~/.claude/skill-evolution.jsonl

draft_generated_at
promoted_at
time_to_promotion
usage_after_promotion
retention_rate (still active after 30 days)

Safety

No manual override needed - runs silently on session start
No destructive actions - drafts/skills are moved, not deleted
Rollback via git - all promoted skills are in git history
High threshold - 80+ confidence prevents low-quality promotion