Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
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
Graphiti
Most recent maintenance signal among this shortlist.
| Signal | VisRAG Parsing-free RAG supported by VLMs | Awesome Llm Apps 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. | Graphrag A modular graph-based Retrieval-Augmented Generation (RAG) system | Graphiti Build Real-Time Knowledge Graphs for AI Agents |
|---|---|---|---|---|
| Quality | 63/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 65/100 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 | 966 stars Verified outcomes are shown on each skill page | 114K stars Verified outcomes are shown on each skill page | 34K stars Verified outcomes are shown on each skill page |
| 28K stars Verified outcomes are shown on each skill page |
| Freshness | Dec 7, 2025 | Jun 13, 2026 | Jun 18, 2026 | Jun 20, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, RAG, Claude Code | Python, RAG, Claude Code | Python, RAG, Claude Code, OpenAI Agents | Python, RAG, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | 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 | 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 | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add OpenBMB/VisRAG | $ npx skills add Shubhamsaboo/awesome-llm-apps | $ npx skills add microsoft/graphrag | $ npx skills add getzep/graphiti |