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

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

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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

Newspaper

Most recent maintenance signal among this shortlist.

SignalFindJobs Agent

LLM-powered toolkit for skill analysis, AI interviews, resume scoring, and job structuring. Automates professional skill taxonomy and interview processes with adaptive difficulty.

Proxy Pool

Python ProxyPool for web spider

Newspaper

newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:

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
74/100
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.

Adoption253 stars
Verified outcomes are shown on each skill page
23K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
63K stars
Verified outcomes are shown on each skill page
FreshnessJul 1, 2026Jun 9, 2026Jul 8, 2026Jun 25, 2026
Use-case fit
Web scrapingRAG and knowledgeCoding agents
Web scrapingCoding agentsRAG and knowledge
Web scrapingCoding agentsSports analytics
Browser automationWeb scrapingCoding agents
Workflow fit
Web data pipelineRAG knowledge base
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Web data pipelineContent growth agent
Platform hintsPython, Crawler, Claude CodePython, Crawler, Claude CodePython, Crawler, 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 · builders willing to evaluate younger projectsWeb 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 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
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Install
$ npx skills add he-yufeng/FindJobs-Agent
$ npx skills add jhao104/proxy_pool
$ npx skills add codelucas/newspaper
$ npx skills add scrapy/scrapy