Star200+

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

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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

Jekyll

Most recent maintenance signal among this shortlist.

SignalJekyll

Jekyll-based static site for The Programming Historian

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
74/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
85/100
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.

Adoption546 stars
Verified outcomes are shown on each skill page
32K stars
Verified outcomes are shown on each skill page
63K stars
Verified outcomes are shown on each skill page
27K stars
Verified outcomes are shown on each skill page
FreshnessJul 6, 2026Jun 3, 2026Jun 25, 2026Jun 15, 2026
Use-case fit
Web scrapingBrowser automationCoding agents
Sports analyticsBrowser automationWeb scraping
Browser automationWeb scrapingCoding agents
Web scrapingBrowser automationCoding agents
Workflow fit
Web data pipelineCoding review agent
Content growth agentWeb data pipeline
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Platform hintsHTML, Web Automation, Claude CodePython, Web Automation, Claude CodePython, Web Automation, Claude CodePython, Web Automation, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams 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 reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add programminghistorian/jekyll
$ npx skills add dgtlmoon/changedetection.io
$ npx skills add scrapy/scrapy
$ npx skills add ScrapeGraphAI/Scrapegraph-ai