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
Awesome Llm Apps is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Awesome Llm Apps
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Awesome Llm Apps
Best first install candidate based on install readiness and adoption.
Freshest repo
Graphrag
Most recent maintenance signal among this shortlist.
| Signal | MediaCrawler 小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B站视频 | 评论爬虫、微博帖子 | 评论爬虫、百度贴吧帖子 | 知乎问答文章 | 评论爬虫。支持多平台社交媒体内容抓取，提供完整的数据采集解决方案。 | Awesome Llm Apps 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. | Hello Agents 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 | Graphrag A modular graph-based Retrieval-Augmented Generation (RAG) system |
|---|---|---|---|---|
| Quality | 100/100 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 | 50K stars 0 installs | 114K stars 0 installs | 59K stars 0 installs | 34K stars 0 installs |
| Freshness | May 25, 2026 | Jun 3, 2026 | Jun 11, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | python | Python, RAG, Claude Code | Python, RAG, Claude Code | Python, RAG, Claude Code, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No major risk signals from current metadata |
| Best for | Web scraping workflows · general agent builders · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge 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 | 0 views 0 install copies | 0 views 0 install copies | 2 views 1 install copies | 5 views 0 install copies |
| Install | $ npx skills add NanmiCoder/MediaCrawler | $ npx skills add Shubhamsaboo/awesome-llm-apps | $ npx skills add datawhalechina/hello-agents | $ npx skills add microsoft/graphrag |