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.

Add more skills

Decision summary

Browser is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.

Strongest overall

Browser

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Browser

Best first install candidate based on install readiness and adoption.

Freshest repo

Browser

Most recent maintenance signal among this shortlist.

SignalNpi

Action library for AI Agent

Llm Scraper

Turn any webpage into structured data using LLMs

Pydoll

Pydoll is a library for automating chromium-based browsers without a WebDriver, offering realistic interactions.

Browser

Lightpanda: the headless browser designed for AI and automation

Quality
50/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
40/100
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.

Adoption228 stars
0 installs
6.8K stars
0 installs
6.9K stars
0 installs
31K stars
0 installs
FreshnessMar 31, 2025Jun 15, 2026May 24, 2026Jun 19, 2026
Use-case fit
Stack fit
Platform hintsPython, Browser Automation, Claude Code, OpenAI Agents, Browser agentsTypeScript, Browser Automation, Claude Code, OpenAI Agents, LangChainPython, Browser Automation, Claude Code, Browser agentsZig, Browser Automation, Claude Code, Browser agents
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation 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 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 engagement0 views
0 install copies
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0 install copies
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0 install copies
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0 install copies
Install
$ npx skills add sheet0/npi
$ npx skills add mishushakov/llm-scraper
$ npx skills add autoscrape-labs/pydoll
$ npx skills add lightpanda-io/browser