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.

SignalImposter

The most powerful helper class to make human-like actions with Puppeteer

Obscura

The headless browser for AI agents and web scraping

Browser

Lightpanda: the headless browser designed for AI and automation

Pydoll

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

Quality
42/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
32/100
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.

Adoption130 stars
0 installs
16K stars
0 installs
31K stars
0 installs
6.9K stars
0 installs
FreshnessOct 25, 2024Jun 18, 2026Jun 19, 2026May 24, 2026
Use-case fit
Stack fit
Platform hintsTypeScript, Browser Automation, Claude Code, Browser agentsRust, Browser Automation, Claude Code, Browser agentsZig, Browser Automation, Claude Code, Browser agentsPython, Browser Automation, Claude Code, Browser agents
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
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
OpenAgentSkill engagement0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add TheGP/Imposter
$ npx skills add h4ckf0r0day/obscura
$ npx skills add lightpanda-io/browser
$ npx skills add autoscrape-labs/pydoll