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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

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.

SignalBrowserPilot

Open‑source alternative to Perplexity Comet, director.ai and firecrawl combined

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
73/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
72/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

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.

Adoption162 stars
0 installs
6.8K stars
0 installs
6.9K stars
0 installs
31K stars
0 installs
FreshnessMay 10, 2026Jun 15, 2026May 24, 2026Jun 19, 2026
Use-case fit
Web scrapingRAG and knowledgeResearch agents
Web scrapingGitHub automationCoding agents
Web scrapingBrowser automationGitHub automation
Browser automationTesting and QAWeb scraping
Stack fit
Web data pipelineRAG knowledge base
Web data pipelineContent growth agent
Web data pipelineBrowser QA agent
Browser QA agentWeb data pipeline
Platform hintsPython, Browser Automation, Claude Code, Browser agentsTypeScript, Browser Automation, Claude Code, OpenAI Agents, LangChainPython, Browser Automation, Claude Code, Browser agentsZig, Browser Automation, Claude Code, Browser agents
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWeb scraping 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 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
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0 install copies
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0 install copies
Install
$ npx skills add ai-naymul/BrowserPilot
$ npx skills add mishushakov/llm-scraper
$ npx skills add autoscrape-labs/pydoll
$ npx skills add lightpanda-io/browser