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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

Actionbook is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Actionbook

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

Fastest prototype

Actionbook

Best first install candidate based on install readiness and adoption.

Freshest repo

Actionbook

Most recent maintenance signal among this shortlist.

SignalSurf Cli

The CLI for AI agents to control Chrome. Zero config, agent-agnostic, battle-tested.

Beachpatrol

🏝️ A CLI Tool to Automate Your Everyday Web Browser.

Gpt4V Scraper

AI agent that can SEE 👁️, control, navigate, & do stuff for you on your browser.

Actionbook

Let your AI agent get the sources behind logins and paywalls.

Quality
78/100
Strong
69/100
Promising
67/100
Promising
100/100
Excellent
Decision verdict
89/100
Production-ready

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

71/100
Prototype first

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

66/100
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.

Adoption516 stars
0 installs
921 stars
0 installs
303 stars
0 installs
1.6K stars
0 installs
FreshnessMay 3, 2026Oct 30, 2025Mar 1, 2026Jun 18, 2026
Use-case fit
Coding agentsBrowser automationSports analytics
Coding agentsBrowser automationSports analytics
Web scrapingBrowser automationCoding agents
Coding agentsBrowser automationSports analytics
Stack fit
Coding review agentBrowser QA agent
Coding review agentWeb data pipeline
Web data pipelineBrowser QA agent
Coding review agentWeb data pipeline
Platform hintsJavaScript, Browser Automation, Claude Code, Browser agentsJavaScript, Browser Automation, Claude Code, Browser agentsJavaScript, Browser Automation, Claude Code, OpenAI Agents, Browser agentsRust, Browser Automation, Claude Code, Browser agents
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · builders willing to evaluate younger projectsCoding agents 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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Install
$ npx skills add nicobailon/surf-cli
$ npx skills add sebastiancarlos/beachpatrol
$ npx skills add vdutts7/gpt4V-scraper
$ npx skills add actionbook/actionbook