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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

Scrapy is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.

Strongest overall

Scrapy

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

Fastest prototype

Scrapy

Best first install candidate based on install readiness and adoption.

Freshest repo

Scrapy

Most recent maintenance signal among this shortlist.

SignalAyakashi

:zap: Ayakashi.io - The next generation web scraping framework

Scrapy

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

Node Crawler

Web Crawler/Spider for NodeJS + server-side jQuery ;-)

Rod

A Chrome DevTools Protocol driver for web automation and scraping.

Quality
45/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
35/100
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.

Adoption216 stars
0 installs
63K stars
0 installs
6.8K stars
0 installs
7.0K stars
0 installs
FreshnessJun 29, 2023Jun 25, 2026Jun 18, 2026May 24, 2026
Use-case fit
Web scrapingBrowser automationCoding agents
Browser automationWeb scrapingCoding agents
Web scrapingCoding agentsRAG and knowledge
Coding agentsBrowser automationWeb scraping
Stack fit
Web data pipelineContent growth agent
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Coding review agentWeb data pipeline
Platform hintsTypeScript, Web Automation, Claude Code, Browser agentsPython, Web Automation, Claude CodeTypeScript, Crawler, Claude CodeGo, 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 forWeb scraping workflows · Claude Code teams · builders willing to evaluate younger projectsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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
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Install
$ npx skills add ayakashi-io/ayakashi
$ npx skills add scrapy/scrapy
$ npx skills add bda-research/node-crawler
$ npx skills add go-rod/rod