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Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Crawl4AI is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.

Strongest overall

Crawl4AI

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Crawl4AI

Best first install candidate based on install readiness and adoption.

Freshest repo

Crawl4AI

Most recent maintenance signal among this shortlist.

SignalAvbook

AV 电影管理系统， avmoo , javbus , javlibrary 爬虫，线上 AV 影片图书馆，AV 磁力链接数据库，Japanese Adult Video Library,Adult Video Magnet Links - Japanese Adult Video Database

Crawl4AI

Open-source LLM-friendly web crawler and scraper

Scrapling

Adaptive web scraping for agent data collection

Scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

Quality
75/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
80/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption10.0K stars
0 installs
71K stars
31K installs
68K stars
0 installs
63K stars
0 installs
FreshnessJun 1, 2024Jul 6, 2026Jul 6, 2026Jun 25, 2026
Use-case fit
Web scrapingCoding agentsSports analytics
Web scrapingBrowser automationDocument processing
Web scrapingBrowser automationGitHub automation
Browser automationWeb scrapingCoding agents
Stack fit
Web data pipelineCoding review agent
Web data pipelineBrowser QA agent
Web data pipelineBrowser QA agent
Web data pipelineContent growth agent
Platform hintsPHP, Crawler, Claude CodeClaude, GPT-4, LangChain, CrewAI, OpenClawPython, Web Automation, RAG, Claude Code, Browser agentsPython, Web Automation, Claude Code
WarningsRepository looks staleNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement3 views
2 install copies
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0 install copies
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Install
$ npx skills add guyueyingmu/avbook
$ npx skills add unclecode/crawl4ai
$ npx skills add D4Vinci/Scrapling
$ npx skills add scrapy/scrapy