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
Milvus is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
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
Matrixone
Most recent maintenance signal among this shortlist.
| Signal | Milvus Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search | Matrixone AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications. | Oceanbase The Fastest Distributed Database for Transactional, Analytical, and AI Workloads. | Databend Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3. |
|---|---|---|---|---|
| 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 | 45K stars 0 installs | 1.8K stars 0 installs | 10K stars 0 installs | 9.3K stars 0 installs |
| Freshness | Jun 9, 2026 | Jun 9, 2026 | Jun 7, 2026 | Jun 6, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Go, Vector Search, Claude Code | Go, Vector Search, Claude Code | C++, Vector Search, Claude Code | Rust, Vector Search, 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 | 2 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add milvus-io/milvus | $ npx skills add matrixorigin/matrixone | $ npx skills add oceanbase/oceanbase | $ npx skills add databendlabs/databend |