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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

Crawl4AI is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.

Strongest overall

Crawl4AI

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

Fastest prototype

Crawl4AI

Best first install candidate based on install readiness and adoption.

Freshest repo

Scrapling

Most recent maintenance signal among this shortlist.

SignalBrowserpilot

Natural language browser automation

Crawl4AI

Open-source LLM-friendly web crawler and scraper

Scrapling

Adaptive web scraping for agent data collection

Scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

Quality
54/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
56/100
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.

Adoption636 stars
0 installs
73K stars
31K installs
70K stars
0 installs
63K stars
0 installs
OpenAgentSkill

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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Build

DocsAbout OpenAgentSkillAPIllms.txtOpenAPICLICreator KitX Growth KitSubmitBlogGuidesActivity
OpenAgentSkill Registry
PrivacyBuilt for agent-native discovery
FreshnessDec 21, 2024Jul 15, 2026Jul 15, 2026Jun 25, 2026
Use-case fit
Browser automationCoding agentsRAG and knowledge
Web scrapingBrowser automationDocument processing
Web scrapingBrowser automationGitHub automation
Browser automationWeb scrapingCoding agents
Stack fit
Browser QA agentContent growth agent
Web data pipelineBrowser QA agent
Web data pipelineBrowser QA agent
Web data pipelineContent growth agent
Platform hintsPython, Browser Automation, Claude Code, OpenAI Agents, Browser agentsClaude, GPT-4, LangChain, CrewAI, OpenClawPython, Web Automation, RAG, Claude Code, Browser agentsPython, Web Automation, Claude Code
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 · teams that value GitHub adoption signalsWeb 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 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
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0 install copies
Install
$ npx skills add handrew/browserpilot
$ npx skills add unclecode/crawl4ai
$ npx skills add D4Vinci/Scrapling
$ npx skills add scrapy/scrapy