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
Hello Agents is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Hello Agents
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Hello Agents
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 | Evalscope A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking. |
|---|---|---|---|---|
| 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 0 installs | 34K stars 0 installs | 59K stars 0 installs | 2.9K stars 0 installs |
| Freshness | May 26, 2025 | Jun 16, 2026 | Jun 11, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack 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 major risk signals from current metadata | No major risk signals from current metadata | No major risk signals from current metadata |
| 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 | RAG and knowledge 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 | 5 views 0 install copies | 3 views 1 install copies | 4 views 0 install copies |
| Install | $ npx skills add hhhuang/CAG | $ npx skills add microsoft/graphrag | $ npx skills add datawhalechina/hello-agents | $ npx skills add modelscope/evalscope |