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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

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

Scrapy

Most recent maintenance signal among this shortlist.

SignalPython Scripts

Collection of Various Python Script's.💻

Crawl4AI

Open-source LLM-friendly web crawler and scraper

Scrapy

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

Scrapling

Adaptive web scraping for agent data collection

Quality
64/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
54/100
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.

Adoption332 stars
0 installs
66K stars
31K installs
62K stars
0 installs
54K stars
0 installs
FreshnessSep 19, 2025May 22, 2026Jun 11, 2026May 18, 2026
Use-case fit
Browser automationCoding agentsRAG and knowledge
Web scrapingBrowser automationDocument processing
Browser automationWeb scrapingCoding agents
Web scrapingBrowser automationGitHub automation
Stack fit
Browser QA agentContent growth agent
Web data pipelineBrowser QA agent
Web data pipelineContent growth agent
Web data pipelineBrowser QA agent
Platform hintsPython, Browser Automation, Claude Code, Browser agentsClaude, GPT-4, LangChain, CrewAI, OpenClawPython, Web Automation, Claude CodePython, Web Automation, RAG, Claude Code, Browser agents
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forBrowser automation workflows · Claude Code teams · builders willing to evaluate younger projectsWeb scraping 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
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Install
$ npx skills add Logan1x/Python-Scripts
$ npx skills add unclecode/crawl4ai
$ npx skills add scrapy/scrapy
$ npx skills add D4Vinci/Scrapling