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
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 | CAG Cache-Augmented Generation: A Simple, Efficient Alternative to RAG | Graphrag A modular graph-based Retrieval-Augmented Generation (RAG) system | 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 | Awesome Llm Apps 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. |
|---|---|---|---|---|
| Quality | 72/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 74/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 1.5K stars Verified outcomes are shown on each skill page | 34K stars Verified outcomes are shown on each skill page | 59K stars Verified outcomes are shown on each skill page | 114K stars Verified outcomes are shown on each skill page |
| Freshness | May 26, 2025 | Jun 18, 2026 | Jun 11, 2026 | Jun 13, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, RAG, Claude Code | Python, RAG, Claude Code, OpenAI Agents | Python, RAG, Claude Code | Python, RAG, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · 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 |
| 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 | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add hhhuang/CAG | $ npx skills add microsoft/graphrag | $ npx skills add datawhalechina/hello-agents | $ npx skills add Shubhamsaboo/awesome-llm-apps |