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.

Add more skills

Decision summary

Scrapy is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.

Strongest overall

Scrapy

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

Fastest prototype

Scrapy

Best first install candidate based on install readiness and adoption.

Freshest repo

Scrapy

Most recent maintenance signal among this shortlist.

Signal	Email Sleuth Discover and verify professional emails using names + domains	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!	Scrapy Scrapy, a fast high-level web crawling & scraping framework for Python.	Scrapegraph AI Python scraper based on AI
Quality	65/100 Promising	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	55/100 Needs manual review Do a manual repository review before adding this to an agent workflow.	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	409 stars 0 installs	32K stars 0 installs	63K stars 0 installs	27K stars 0 installs
Freshness	Dec 20, 2025	Jun 3, 2026	Jun 25, 2026	Jun 15, 2026
Use-case fit	Browser automation Web scraping Workflow automation	Sports analytics Browser automation Web scraping	Browser automation Web scraping Coding agents	Web scraping Browser automation Coding agents
Stack fit	Web data pipeline Content growth agent	Content growth agent Web data pipeline	Web data pipeline Content growth agent	Web data pipeline Coding review agent
Platform hints	Rust, Web Automation, Claude Code, Browser agents	Python, Web Automation, Claude Code	Python, Web Automation, Claude Code	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	Browser automation workflows · Claude Code teams · builders willing to evaluate younger projects	Sports analytics workflows · Claude Code teams · teams that value GitHub adoption signals	Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals	Web scraping 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 buyukakyuz/email-sleuth`	`$ npx skills add dgtlmoon/changedetection.io`	`$ npx skills add scrapy/scrapy`	`$ npx skills add ScrapeGraphAI/Scrapegraph-ai`