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

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

Strongest overall

EasySpider

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

Fastest prototype

EasySpider

Best first install candidate based on install readiness and adoption.

Freshest repo

Newspaper

Most recent maintenance signal among this shortlist.

SignalPython3 Spider

Python爬虫实战 - 模拟登陆各大网站 包含但不限于:滑块验证、拼多多、美团、百度、bilibili、大众点评、淘宝,如果喜欢请start ❤️

Proxy Pool

Python ProxyPool for web spider

Newspaper

newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:

EasySpider

A visual no-code/code-free web crawler/spider易采集:一个可视化浏览器自动化测试/数据采集/网页爬虫软件,可以无代码图形化的设计和执行爬虫任务。别名:ServiceWrapper面向Web应用的智能化服务封装系统。

Quality
71/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
73/100
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.

Adoption3.4K stars
Verified outcomes are shown on each skill page
23K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
44K stars
Verified outcomes are shown on each skill page
FreshnessNov 3, 2023Jun 9, 2026Jul 8, 2026May 22, 2026
Use-case fit
Workflow fit
Platform hintsPython, Crawler, Claude CodePython, Crawler, Claude CodePython, Crawler, Claude CodeJavaScript, Crawler, 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 · 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 signalsWeb scraping 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 wkunzhi/Python3-Spider
$ npx skills add jhao104/proxy_pool
$ npx skills add codelucas/newspaper
$ npx skills add NaiboWang/EasySpider