moc-curator
Suggest MOC updates and new MOCs based on semantic clustering. Use when asked to "curate MOCs", "update maps", "find clusters", "what MOCs need updating", or "organize my notes".
npx skills add majiayu000/claude-skill-registry --skill moc-curator-alexanderop-second-brain-nuxt-3 --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.
# MOC Curator This skill uses semantic embeddings to suggest MOC (Map of Content) updates and discover new MOC opportunities. ## Capabilities 1. **Find MOC Gaps**: Notes that should be in existing MOCs but aren't linked 2. **Discover Clusters**: Groups of orphan notes that could form new MOCs 3. **Detect Hub Notes**: Notes with many outgoing links that could become MOCs 4. **Per-Note Suggestions**: Which MOCs a specific note should join Embeddings include title, summary, and first 500 characters of body content for improved semantic accuracy. ## Workflow ### Phase 1: Gather Context Run the clustering script to analyze the knowledge base: ```bash python3 .claude/skills/moc-curator/scripts/cluster-notes.py --mode=full ``` Parse the JSON output: - `moc_updates`: Existing MOCs with missing notes - `new_clusters`: Orphan note clusters that could be MOCs ### Phase 2: Present MOC Update Suggestions For each MOC with gaps, show: ```markdown ### [[moc-slug]] - MOC Title Currently has X members. Suggested additions: 1. **[[note-slug]]** (score: 0.82) - Type: article | Tags: tag1, tag2 - Shares tags: shared-tag 2. **[[another-note]]** (score: 0.75) - Type: youtube | Tags: tag3 - High semantic
- Capabilities
- Workflow
- Phase 1: Gather Context
- Phase 2: Present MOC Update Suggestions
- Phase 3: Present New MOC Opportunities
- Phase 4: User Selection (Blocking Gate)
- Phase 5: Apply Changes
- Phase 6: Quality Check
- Script Usage
- JSON Output Format
- Error Recovery
- Quality Guidelines
python3 .claude/skills/moc-curator/scripts/cluster-notes.py --mode=full pnpm lint:fix && pnpm typecheck Full analysis (MOC gaps + new clusters + hub notes) Only MOC gaps python3 .claude/skills/moc-curator/scripts/cluster-notes.py --mode=moc-gaps Only orphan clusters python3 .claude/skills/moc-curator/scripts/cluster-notes.py --mode=new-clusters Only hub notes (potential MOCs) python3 .claude/skills/moc-curator/scripts/cluster-notes.py --mode=hub-notes Suggestions for a specific note (used by adding-notes hook)
What does the moc-curator skill do?
Suggest MOC updates and new MOCs based on semantic clustering. Use when asked to "curate MOCs", "update maps", "find clusters", "what MOCs need updating", or "organize my notes".
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill moc-curator-alexanderop-second-brain-nuxt-3 --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 majiayu000/claude-skill-registry, a repository with 534 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.