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.

SignalSelenium Driverless

a stealthy browser automation framework

Autoscraper

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

Helium

Lighter web automation with Python

Scrapy

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

Quality
45/100
Needs review
100/100
Excellent
99/100
Excellent
100/100
Excellent
Decision verdict
47/100
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.

Adoption854 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
63K stars
Verified outcomes are shown on each skill page
FreshnessApr 25, 2025Jul 29, 2026Jun 3, 2026Jun 25, 2026
Use-case fit
Workflow fit
Platform hintsPython, Web Automation, Claude Code, Browser agentsPython, Web Automation, Claude CodePython, Web Automation, Claude Code, Browser agentsPython, Web Automation, Claude Code
WarningsRepository looks staleNo major risk signals from current metadataNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forBrowser 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 signalsBrowser automation 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
OpenAgentSkill engagement1 views
0 install copies
8 views
0 install copies
4 views
0 install copies
0 views
0 install copies
Install
$ npx skills add ttlns/Selenium-Driverless
$ npx skills add alirezamika/autoscraper
$ npx skills add mherrmann/helium
$ npx skills add scrapy/scrapy