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.
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
Scrapy
Most recent maintenance signal among this shortlist.
| Signal | BaiduImageSpider 一个超级轻量的百度图片爬虫 | Crawl4AI Open-source LLM-friendly web crawler and scraper | Scrapy Scrapy, a fast high-level web crawling & scraping framework for Python. | Scrapling Adaptive web scraping for agent data collection |
|---|---|---|---|---|
| Quality | 56/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 914 stars 0 installs | 66K stars 31K installs | 62K stars 0 installs | 54K stars 0 installs |
| Freshness | May 29, 2023 | May 22, 2026 | Jun 11, 2026 | May 18, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Crawler, Claude Code | Claude, GPT-4, LangChain, CrewAI, OpenClaw | Python, Web Automation, Claude Code | Python, Web Automation, RAG, Claude Code, Browser agents |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | 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 | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository 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 | 0 views 0 install copies | 0 views 0 install copies | 3 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add kong36088/BaiduImageSpider | $ npx skills add unclecode/crawl4ai | $ npx skills add scrapy/scrapy | $ npx skills add D4Vinci/Scrapling |