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

Autoscraper

Most recent maintenance signal among this shortlist.

SignalHeadless Browser

Execute complex automation scripts via remote cloud sessions , featuring integrated residential proxies , automated CAPTCHA solving , and native JavaScript rendering for the toughest dynamic websites.

Scrapy

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

Autoscraper

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

Helium

Lighter web automation with Python

Quality
70/100
Strong
100/100
Excellent
100/100
Excellent
99/100
Excellent
Decision verdict
69/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

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.

Adoption235 stars
Verified outcomes are shown on each skill page
63K stars
Verified outcomes are shown on each skill page
7.9K stars
Verified outcomes are shown on each skill page
8.3K stars
Verified outcomes are shown on each skill page
FreshnessJun 5, 2026Jun 25, 2026Jul 29, 2026Jun 3, 2026
Use-case fit
Workflow fit
Platform hintsWeb Automation, Claude Code, Browser agentsPython, Web Automation, Claude CodePython, Web Automation, Claude CodePython, Web Automation, Claude Code, Browser agents
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadata
Best forWeb scraping workflows · Claude Code teams · builders willing to evaluate younger projectsBrowser automation 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
OpenAgentSkill engagement0 views
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0 install copies
Install
$ npx skills add oxylabs/headless-browser
$ npx skills add scrapy/scrapy
$ npx skills add alirezamika/autoscraper
$ npx skills add mherrmann/helium