Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Cognee
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Cognee
Best first install candidate based on install readiness and adoption.
Freshest repo
Cognee
Most recent maintenance signal among this shortlist.
| Signal | ReMind Your Local Artificial Memory on your Device. | 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. | RAG Techniques This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. | Cognee Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine. |
|---|---|---|---|---|
| Quality | 53/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 55/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 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 | 511 stars Verified outcomes are shown on each skill page | 10K stars Verified outcomes are shown on each skill page | 28K stars Verified outcomes are shown on each skill page |
| 30K stars Verified outcomes are shown on each skill page |
| Freshness | Dec 26, 2024 | Jun 30, 2026 | Jun 17, 2026 | Aug 23, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | TypeScript, Vector Search, Claude Code, LangChain | TypeScript, Vector Search, Claude Code, Browser agents | Jupyter Notebook, Semantic Search, Claude Code, OpenAI Agents, LangChain | Python, Vector Search, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No major risk signals from current metadata | 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 require actively maintained dependencies · production agents without a repository 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 | 12 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add DonTizi/ReMind | $ npx skills add oramasearch/orama | $ npx skills add NirDiamant/RAG_Techniques | $ npx skills add topoteretes/cognee |