Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
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
Newspaper
Most recent maintenance signal among this shortlist.
| Signal | Python Python脚本。模拟登录知乎， 爬虫，操作excel，微信公众号，远程开机 | Proxy Pool Python ProxyPool for web spider | Newspaper newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs: | Scrapy Scrapy, a fast high-level web crawling & scraping framework for Python. |
|---|---|---|---|---|
| Quality | 92/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 11K 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 | 63K stars Verified outcomes are shown on each skill page |
| Freshness | May 9, 2026 | Jun 9, 2026 | Jul 8, 2026 | Jun 25, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Crawler, Claude Code | Python, Crawler, Claude Code | Python, Crawler, Claude Code | Python, Web Automation, Claude Code |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 7 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add injetlee/Python | $ npx skills add jhao104/proxy_pool | $ npx skills add codelucas/newspaper | $ npx skills add scrapy/scrapy |