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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.

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Decision summary

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

Strongest overall

Automa

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

Fastest prototype

Automa

Best first install candidate based on install readiness and adoption.

Freshest repo

Pydoll

Most recent maintenance signal among this shortlist.

SignalVibeSurf

A powerful browser assistant for vibe surfing 一个开源的AI浏览器智能助手

Automa

A browser extension for automating your browser by connecting blocks

Eko

Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai

Pydoll

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

Quality
69/100
Promising
100/100
Excellent
98/100
Excellent
100/100
Excellent
Decision verdict
68/100
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.

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.

Adoption485 stars
0 installs
21K stars
0 installs
4.9K stars
0 installs
6.9K stars
0 installs
FreshnessFeb 14, 2026Mar 2, 2026Mar 3, 2026May 24, 2026
Use-case fit
Browser automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
Browser automationCoding agentsWorkflow automation
Web scrapingBrowser automationGitHub automation
Stack fit
Browser QA agentContent growth agent
Content growth agentWeb data pipeline
Browser QA agentContent growth agent
Web data pipelineBrowser QA agent
Platform hintsPython, Browser Automation, Claude Code, Browser agentsVue, Browser Automation, Claude Code, Browser agentsTypeScript, Browser Automation, Claude Code, Browser agentsPython, Browser Automation, Claude Code, Browser agents
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forBrowser automation workflows · Claude Code teams · builders willing to evaluate younger projectsCoding agents 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 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
0 install copies
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0 install copies
Install
$ npx skills add vibesurf-ai/VibeSurf
$ npx skills add AutomaApp/automa
$ npx skills add FellouAI/eko
$ npx skills add autoscrape-labs/pydoll