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
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
Page Agent
Most recent maintenance signal among this shortlist.
| Signal | Weibo Crawler 新浪微博爬虫，用python爬取新浪微博数据，并下载微博图片和微博视频 | Crawl4AI Open-source LLM-friendly web crawler and scraper | Scrapegraph AI Python scraper based on AI | Page Agent Control web interfaces with natural language agents |
|---|---|---|---|---|
| Quality | 87/100 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 | 4.5K stars Verified outcomes are shown on each skill page | 73K stars Verified outcomes are shown on each skill page | 27K stars Verified outcomes are shown on each skill page | 29K stars Verified outcomes are shown on each skill page |
| Freshness | May 10, 2026 | Jul 15, 2026 | Jun 15, 2026 | Aug 12, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Crawler, Claude Code | Claude, GPT-4, LangChain, CrewAI, OpenClaw | Python, Web Automation, Claude Code | TypeScript, Browser, LLM, Claude Code, Browser agents |
| 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 | 6 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add dataabc/weibo-crawler | $ npx skills add unclecode/crawl4ai | $ npx skills add ScrapeGraphAI/Scrapegraph-ai | $ npx skills add alibaba/page-agent |