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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

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.

SignalZillow

Zillow Scraper for Python using Selenium

Scrapy

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

Helium

Lighter web automation with Python

Newspaper

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

Quality
43/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
33/100
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.

Adoption170 stars
0 installs
63K stars
0 installs
8.3K stars
0 installs
15K stars
0 installs
FreshnessJun 9, 2019Jun 25, 2026Jun 3, 2026May 13, 2026
Use-case fit
Browser automationWeb scrapingCoding agents
Browser automationWeb scrapingCoding agents
Browser automationWeb scrapingCoding agents
Web scrapingCoding agentsSports analytics
Stack fit
Web data pipelineBrowser QA agent
Web data pipelineContent growth agent
Browser QA agentWeb data pipeline
Web data pipelineCoding review agent
Platform hintsPython, Web Automation, Claude Code, Browser agentsPython, Web Automation, Claude CodePython, Web Automation, Claude Code, Browser agentsPython, Crawler, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadata
Best forBrowser automation workflows · Claude Code teams · builders willing to evaluate younger projectsBrowser automation 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 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
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Install
$ npx skills add ChrisMuir/Zillow
$ npx skills add scrapy/scrapy
$ npx skills add mherrmann/helium
$ npx skills add codelucas/newspaper