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
Orama is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Orama
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Orama
Best first install candidate based on install readiness and adoption.
Freshest repo
Databend
Most recent maintenance signal among this shortlist.
| Signal | RediSearch A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations. | Oceanbase The Fastest Distributed Database for Transactional, Analytical, and AI Workloads. | Orama 🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb. | Databend Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3. |
|---|---|---|---|---|
| Quality | 98/100 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 | 6.2K stars Verified outcomes are shown on each skill page | 10K stars Verified outcomes are shown on each skill page | 10K stars Verified outcomes are shown on each skill page | 9.4K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 15, 2026 | Jun 19, 2026 | Jun 30, 2026 | Jul 18, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | C, Vector Search, Claude Code | C++, Vector Search, Claude Code | TypeScript, Vector Search, Claude Code, Browser agents | Rust, Vector Search, 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 | 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 | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add RediSearch/RediSearch | $ npx skills add oceanbase/oceanbase | $ npx skills add oramasearch/orama | $ npx skills add databendlabs/databend |