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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

Crawl4AI

Most recent maintenance signal among this shortlist.

SignalAutomatiQ

A tool that watches you browse, then writes HTTP-based automation scripts

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
77/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
76/100
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.

Adoption107 stars
0 installs
71K stars
31K installs
68K stars
0 installs
63K stars
0 installs
FreshnessJun 16, 2026Jul 1, 2026Jun 29, 2026Jun 25, 2026
Use-case fit
Web scrapingCoding agentsRAG and knowledge
Web scrapingBrowser automationDocument processing
Web scrapingBrowser automationGitHub automation
Browser automationWeb scrapingCoding agents
Stack fit
Web data pipelineContent growth agent
Web data pipelineBrowser QA agent
Web data pipelineBrowser QA agent
Web data pipelineContent growth agent
Platform hintsPython, Browser Automation, Claude Code, Browser agentsClaude, GPT-4, LangChain, CrewAI, OpenClawPython, Web Automation, RAG, Claude Code, Browser agentsPython, Web Automation, Claude Code
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
153 views
17 install copies
0 views
0 install copies
0 views
0 install copies
Install
$ npx skills add StoneSteel27/AutomatiQ
$ npx skills add unclecode/crawl4ai
$ npx skills add D4Vinci/Scrapling
$ npx skills add scrapy/scrapy