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.

Signal	Changedetection.Io Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect for tracking content changes, price drops, restock alerts, and website defacement monitoring—all for free or enjoy our SaaS plan!	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	100/100 Excellent	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	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.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	32K stars 0 installs	71K stars 31K installs	68K stars 0 installs	63K stars 0 installs
Freshness	Jun 3, 2026	Jul 6, 2026	Jul 6, 2026	Jun 25, 2026
Use-case fit	Sports analytics Browser automation Web scraping	Web scraping Browser automation Document processing	Web scraping Browser automation GitHub automation	Browser automation Web scraping Coding agents
Stack fit	Content growth agent Web data pipeline	Web data pipeline Browser QA agent	Web data pipeline Browser QA agent	Web data pipeline Content growth agent
Platform hints	Python, Web Automation, Claude Code	Claude, GPT-4, LangChain, CrewAI, OpenClaw	Python, Web Automation, RAG, Claude Code, Browser agents	Python, Web Automation, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Sports analytics workflows · Claude Code teams · teams that value GitHub adoption signals	Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals	Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals	Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add dgtlmoon/changedetection.io`	`$ npx skills add unclecode/crawl4ai`	`$ npx skills add D4Vinci/Scrapling`	`$ npx skills add scrapy/scrapy`