Crawl Sources

crawl-sources

Crawl all skill registries and refresh the raw data files in data/raw/.

This skill covers the crawl step only — it does not normalize, embed, or rebuild the index. Run update-index afterward to turn fresh raw data into a searchable index.

Prerequisites

• GITHUB_TOKEN env var set (required by SkillsMP, ClawHub, and topic crawlers)
• Python dependencies installed: pip install -r requirements-dev.txt

Agent Instructions

When this skill triggers, determine scope from the user's request:

| User says | Scope | |-----------|-------| | "crawl everything" / "all sources" | Run all five crawlers (default) | | "crawl skillsmp" / "crawl github" | SkillsMP only | | "crawl clawhub" / "crawl openclaw" | ClawHub only | | "crawl skillhub" | SkillHub only | | "crawl marketplace" / "crawl anthropic" | Marketplace only | | "crawl topics" / "crawl github topics" | Topic crawler only | | "quick test" / "limit N" | Add --limit N to each crawler |

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Step 1 — Check prerequisites

echo "${GITHUB_TOKEN:0:4}..."

If empty, stop: > "Set GITHUB_TOKEN before crawling: export GITHUB_TOKEN=ghp_..."

mkdir -p data/raw

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Step 2 — Run crawlers

All sources (parallel — default):

python -m crawlers.skillsmp_crawler -o data/raw/skillsmp.jsonl &
python -m crawlers.clawhub_crawler  -o data/raw/clawhub.jsonl &
python -m crawlers.skillhub_crawler -o data/raw/skillhub.jsonl &
python -m crawlers.marketplace_crawler -o data/raw/marketplace.jsonl &
python -m crawlers.topic_crawler    -o data/raw/topic.jsonl --data-dir data/raw &
wait

Single-source variants (use when user targets one source):

# SkillsMP (GitHub code search for SKILL.md files; ~30 min full run)
python -m crawlers.skillsmp_crawler -o data/raw/skillsmp.jsonl

# ClawHub / OpenClaw (awesome-list + org/topic discovery)
python -m crawlers.clawhub_crawler -o data/raw/clawhub.jsonl

# SkillHub (HTML scrape with pagination)
python -m crawlers.skillhub_crawler -o data/raw/skillhub.jsonl

# Anthropic official marketplace
python -m crawlers.marketplace_crawler -o data/raw/marketplace.jsonl

# GitHub topic tags (claude-skill, codex-skill, agent-skill, …)
python -m crawlers.topic_crawler -o data/raw/topic.jsonl --data-dir data/raw

Useful flags (apply to any crawler):

| Flag | Effect | |------|--------| | --limit N | Cap at N records — use for quick tests | | --mode incremental | Skip repos already present in the output file (preferred over --resume) | | --mode full | Complete re-crawl (default) | | --mode metadata | Refresh stars/ETags only, skip content fetch | | --mode discover | Only fetch repos pushed since last run (date-filtered search) | | --resume | Deprecated — use --mode incremental instead | | --since YYYY-MM-DD | Only include repos pushed after this date (SkillsMP) | | --log-level DEBUG | Verbose output | | --filter-cache FILE | Path to dedup cache (default: data/filter_cache.jsonl) |

Orchestrator (runs all crawlers in the right order):

python pipeline/update_crawl.py --mode incremental
python pipeline/update_crawl.py --mode full --sources clawhub,skillsmp
python pipeline/update_crawl.py --mode incremental --chain  # also runs normalize/embed/build

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Step 3 — Report record counts

After all crawlers finish:

for f in data/raw/skillsmp.jsonl data/raw/clawhub.jsonl data/raw/skillhub.jsonl data/raw/marketplace.jsonl data/raw/topic.jsonl; do
  [ -f "$f" ] && echo "$(wc -l  "Raw data is refreshed. Run the `update-index` skill to normalize, embed, and rebuild the FAISS index — or run it now?"

If the user says yes, hand off to the `update-index` skill starting at its Step 3 (Backfill metadata).

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### Troubleshooting

| Symptom | Likely cause | Fix |
|---------|-------------|-----|
| SkillsMP returns 0 records | Rate limit or bad token | Check `GITHUB_TOKEN`; retry with `--limit 50` |
| ClawHub hangs | GitHub API slow | Add `--limit 200` for a quick run |
| SkillHub returns few records | Site structure changed | Run with `--log-level DEBUG` and inspect HTML |
| `filter_cache.jsonl` grows large | Normal — dedup cache | Safe to delete; will be rebuilt on next run |

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [yya007](https://github.com/yya007)
- **Source:** [yya007/SkillFinder](https://github.com/yya007/SkillFinder)
- **License:** MIT
- **Homepage:** https://www.npmjs.com/package/@yya007/skill-finder

Install and usage instructions live in the source repository linked above.