Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Milvus
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Milvus
Best first install candidate based on install readiness and adoption.
Freshest repo
Sim
Most recent maintenance signal among this shortlist.
| Signal | Vearch Distributed vector search for AI-native applications | Milvus Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search | Khoj Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free. | Sim Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. |
|---|---|---|---|---|
| Quality | 99/100 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 | 2.3K stars Verified outcomes are shown on each skill page | 45K stars Verified outcomes are shown on each skill page | 35K stars Verified outcomes are shown on each skill page |
| 29K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 8, 2026 | Jun 19, 2026 | Jun 24, 2026 | Jul 18, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Go, RAG, Claude Code | Go, RAG, Claude Code | Python, RAG, Claude Code, OpenAI Agents | TypeScript, RAG, Claude Code |
| Warnings | No major risk signals from current metadata | 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 | 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 | 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 | 5 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add vearch/vearch | $ npx skills add milvus-io/milvus | $ npx skills add khoj-ai/khoj | $ npx skills add simstudioai/sim |