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
Memvid is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Memvid
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Memvid
Best first install candidate based on install readiness and adoption.
Freshest repo
Cocoindex
Most recent maintenance signal among this shortlist.
| Signal | Lumina Note Lumina Note - A modern Markdown note-taking app with live preview, bidirectional links, and AI assistant | Memvid Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory. | Txtai 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows | Cocoindex Incremental engine for long horizon agents 🌟 Star if you like it! |
|---|---|---|---|---|
| Quality | 87/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 99/100 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 | 875 stars 0 installs | 16K stars 0 installs | 13K stars 0 installs | 10K stars 0 installs |
| Freshness | Jun 11, 2026 | May 27, 2026 | Jun 11, 2026 | Jun 15, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | TypeScript, Semantic Search, Claude Code | Rust, Semantic Search, Claude Code | Python, Semantic Search, Claude Code | Rust, Semantic Search, Claude Code |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No major risk signals from current metadata |
| 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 | 1 views 0 install copies | 0 views 0 install copies | 3 views 0 install copies | 2 views 0 install copies |
| Install | $ npx skills add blueberrycongee/Lumina-Note | $ npx skills add memvid/memvid | $ npx skills add neuml/txtai | $ npx skills add cocoindex-io/cocoindex |