Andrew Yim
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Adopt: directory keeps its NN- ordering prefix; skill `name:` is the clean form without it (dir 16-seo-schema-validator → name: seo-schema-validator). Nicer to invoke, matches the original desktop/SKILL.md names, still globally unique. - 71 root SKILL.md: name: NN-foo → name: foo (flat skills + reference-curator suite). Plugins (mac-optimizer/multi-agent-guide/dintel-bootstrap) already clean; 95 already clean. - scripts/migrate_skill_root.py: derive name = dirname minus NN- prefix (skill_name()). - CLAUDE.md + SKILL-MIGRATION-GUIDE.md: document the dir-prefix / clean-name convention. verify_skills.py: 0 name collisions across all renamed skills. (The ~/.claude/skills symlinks were re-pointed to the clean names separately — filesystem only.) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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name, description, version, author, environment
| name | description | version | author | environment |
|---|---|---|---|---|
| reference-curator | Full reference-documentation curation pipeline: discover authoritative sources → crawl → store → distill → quality-review (QA loop) → export to markdown / project files / fine-tuning JSONL. A suite of 7 composable sub-skills with a single orchestrator entry. Triggers: reference curator, curate documentation, build reference library, research pipeline, discover sources, crawl docs, distill content, export reference, 레퍼런스 큐레이션, 문서 수집 파이프라인. | 1.0 | OurDigital | Code |
Reference Curator (90)
A modular suite that turns a topic or a set of URLs into a curated reference library. Six stages run as a pipeline with a quality-review QA loop; each stage is also a standalone sub-skill you can run on its own.
Pipeline
discover → crawl → store → distill → review (QA loop) → export
01 02 03 04 05 06
orchestrated by 07
| # | Sub-skill | Does | Root directive |
|---|---|---|---|
| 01 | reference-discovery | Find + credibility-rank authoritative sources | 01-reference-discovery/SKILL.md |
| 02 | web-crawler-orchestrator | Multi-backend crawl (Firecrawl / Node / aiohttp / Scrapy) | 02-web-crawler-orchestrator/SKILL.md |
| 03 | content-repository | MySQL storage with version tracking | 03-content-repository/SKILL.md |
| 04 | content-distiller | Summarize + extract key concepts | 04-content-distiller/SKILL.md |
| 05 | quality-reviewer | QA loop: approve / refactor / re-research routing | 05-quality-reviewer/SKILL.md |
| 06 | markdown-exporter | Export to markdown / project files / fine-tuning JSONL | 06-markdown-exporter/SKILL.md |
| 07 | pipeline-orchestrator | Coordinates all stages + QA loop + state | 07-pipeline-orchestrator/SKILL.md |
How to run
Orchestrated (recommended) — the /reference-curator command (see
commands/reference-curator-pipeline.md):
# From a topic (starts at discovery)
/reference-curator "Claude Code best practices" --max-sources 5
# From URLs (skips discovery)
/reference-curator https://docs.anthropic.com/en/docs/prompt-caching
# Auto-approve + fine-tuning output
/reference-curator "MCP servers" --auto-approve --export-format fine_tuning
Input modes: topic (→ discovery), URLs (→ crawl), manifest (→ resume).
Key flags: --depth light|standard|deep|full, --output, --max-sources, --max-pages,
--auto-approve, --threshold, --max-iterations, --export-format project_files|fine_tuning|jsonl.
Individual sub-skills — each has a slash command in commands/ and its own root
SKILL.md; run any stage standalone (e.g. just discovery, or just export).
Install
cd custom-skills/90-reference-curator
./install.sh # interactive (storage dir, MySQL optional, crawler backend)
./install.sh --minimal # Firecrawl only, no MySQL
./install.sh --check # verify
Full guide: USER-GUIDE.md. Changelog: CHANGELOG.md.
Notes
- Crawler backends and MySQL are optional —
--minimalruns Firecrawl-only with no DB. - The QA loop (stage 05) gates quality before export;
--threshold/--max-iterationstune how strict and how many refinement passes per document. - This is a one-shot-per-topic curation workflow, not an always-on service.