Harvest Deep Crawl

SkillWeb & browsing

Multi-page deep crawling - documentation sites, wikis, knowledge bases

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Harvest Deep Crawl skill

What this skill tells your AI

The instructions your AI receives, as published by vibeeval/vibecosystem in skills/harvest-deep-crawl/SKILL.md and read by ahel’s review.

Crawl multi-page websites following internal links to a specified depth. Ideal for building complete knowledge bases from documentation sites, wikis, and reference materials.

Usage

/crawl <url> --depth <N>

Examples

# Crawl docs site 3 levels deep
/crawl https://docs.example.com --depth 3

# Crawl a specific section
/crawl https://docs.example.com/api --depth 2

# Crawl with page limit
/crawl https://wiki.example.com --depth 5 --max-pages 50

Parameters

ParamDefaultDescription
--depth2Max link-following depth
--max-pages100Max pages to crawl
--same-domaintrueStay on same domain
--include*URL pattern to include
--exclude-URL pattern to exclude

How It Works

  1. Start at root URL, extract all internal links
  2. Follow links up to specified depth (BFS order)
  3. Extract content from each page
  4. Deduplicate pages with > 90% content overlap
  5. Build table of contents from page hierarchy
  6. Merge into coherent knowledge base
  7. Save to .claude/cache/agents/harvest/crawl-{domain}/

Output Structure

crawl-{domain}-{timestamp}/
  index.md          # Table of contents + summary
  page-001.md       # First page content
  page-002.md       # Second page content
  ...
  metadata.json     # Crawl stats, URLs, timings

Crawl Engine

Primary: crawl4ai (Docker port 11235)

curl -s http://localhost:11235/crawl \
  -H "Content-Type: application/json" \
  -d '{
    "urls": ["https://docs.example.com"],
    "max_depth": 3,
    "same_domain": true,
    "word_count_threshold": 50
  }'

Fallback: Manual Link Following

When Docker unavailable:

  1. WebFetch root URL
  2. Parse links from markdown output
  3. WebFetch each linked page (depth-limited)
  4. Compile results

Use Cases

ScenarioDepthMax Pages
API reference2-350
Full documentation site3-5100
Wiki section230
Changelog history1-220
Tutorial series2-330

Rules

  • Respect robots.txt
  • Max 2 requests/second
  • Skip binary files (PDF, images, videos)
  • Detect and skip infinite pagination
  • Cache results for 24 hours

Signals

GitHub stars
530
Forks
44
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
harvest-deep-crawl
Source
github.com/vibeeval/vibecosystem