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
Skycaiji is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.
Strongest overall
Skycaiji
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Spider Flow
Best first install candidate based on install readiness and adoption.
Freshest repo
Skycaiji
Most recent maintenance signal among this shortlist.
| Signal | Spider Flow 新一代爬虫平台，以图形化方式定义爬虫流程，不写代码即可完成爬虫。 | PSpider 简单易用的Python爬虫框架，QQ交流群：597510560 | Skycaiji 蓝天采集器是一款开源免费的爬虫系统，仅需点选编辑规则即可采集数据，可运行在本地、虚拟主机或云服务器中，几乎能采集所有类型的网页，无缝对接各类CMS建站程序，免登录实时发布数据，全自动无需人工干预！是网页大数据采集软件中完全跨平台的云端爬虫系统 | Awesome Crawler A collection of awesome web crawler,spider in different languages |
|---|---|---|---|---|
| Quality | 77/100 Strong | 67/100 Promising | 94/100 Excellent | 79/100 Strong |
| Decision verdict | 80/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 69/100 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. | 81/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 11K stars 0 installs | 1.8K stars 0 installs | 2.1K stars 0 installs | 7.2K stars 0 installs |
| Freshness | Jun 14, 2023 | Jun 10, 2022 | Apr 30, 2026 | Jun 16, 2024 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Java, Crawler, Claude Code | Python, Crawler, Claude Code | PHP, Crawler, Claude Code | Crawler, Claude Code |
| Warnings | Repository looks stale | Repository looks stale · No OpenAgentSkill engagement data yet | No major risk signals from current metadata | Repository looks stale · 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 | 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 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 require actively maintained dependencies · production agents without a repository review |
| OpenAgentSkill engagement | 1 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add ssssssss-team/spider-flow | $ npx skills add xianhu/PSpider | $ npx skills add zorlan/skycaiji | $ npx skills add BruceDone/awesome-crawler |