Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Anything Llm
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Anything Llm
Best first install candidate based on install readiness and adoption.
Freshest repo
Cognee
Most recent maintenance signal among this shortlist.
| Signal | Cerul The video search layer for AI agents. Search video by meaning — across speech, visuals, and on-screen text. | 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. | Anything Llm Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience | LightRAG [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation" |
|---|---|---|---|---|
| Quality | 73/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 72/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 143 stars Verified outcomes are shown on each skill page | 30K stars Verified outcomes are shown on each skill page | 63K stars Verified outcomes are shown on each skill page |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Anything Llm
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Anything Llm
Best first install candidate based on install readiness and adoption.
Freshest repo
Cognee
Most recent maintenance signal among this shortlist.
| Signal | Cerul The video search layer for AI agents. Search video by meaning — across speech, visuals, and on-screen text. | 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. | Anything Llm Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience | LightRAG [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation" |
|---|---|---|---|---|
| Quality | 73/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 72/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 143 stars Verified outcomes are shown on each skill page | 30K stars Verified outcomes are shown on each skill page | 63K stars Verified outcomes are shown on each skill page |
| 37K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 20, 2026 | Aug 23, 2026 | Jul 13, 2026 | Jun 18, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | TypeScript, RAG, Claude Code | Python, Vector Search, Claude Code | JavaScript, Vector Search, Claude Code | Python, Knowledge Graph, Claude Code, OpenAI Agents |
| 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 · builders willing to evaluate younger projects | 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 cerul-ai/cerul | $ npx skills add topoteretes/cognee | $ npx skills add Mintplex-Labs/anything-llm | $ npx skills add HKUDS/LightRAG |
| 37K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 20, 2026 | Aug 23, 2026 | Jul 13, 2026 | Jun 18, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | TypeScript, RAG, Claude Code | Python, Vector Search, Claude Code | JavaScript, Vector Search, Claude Code | Python, Knowledge Graph, Claude Code, OpenAI Agents |
| 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 · builders willing to evaluate younger projects | 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 cerul-ai/cerul | $ npx skills add topoteretes/cognee | $ npx skills add Mintplex-Labs/anything-llm | $ npx skills add HKUDS/LightRAG |