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.

SignalBrowser

Lightpanda: the headless browser designed for AI and automation

Obscura

The headless browser for AI agents and web scraping

Pydoll

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

Pinchtab

High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and real-time dashboard.

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

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

Adoption31K stars
0 installs
14K stars
0 installs
6.9K stars
0 installs
9.2K stars
0 installs
FreshnessJun 6, 2026Jun 6, 2026May 24, 2026Jun 6, 2026
Use-case fit
Stack fit
Platform hintsZig, Browser Automation, Claude Code, Browser agentsRust, Browser Automation, Claude Code, Browser agentsPython, Browser Automation, Claude Code, Browser agentsGo, Browser Automation, Claude Code, Browser agents
WarningsNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadata
Best forBrowser 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 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 engagement5 views
0 install copies
0 views
0 install copies
3 views
0 install copies
1 views
0 install copies
Install
$ npx skills add lightpanda-io/browser
$ npx skills add h4ckf0r0day/obscura
$ npx skills add autoscrape-labs/pydoll
$ npx skills add pinchtab/pinchtab