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
Flowise is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Flowise
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Flowise
Best first install candidate based on install readiness and adoption.
Freshest repo
Sim
Most recent maintenance signal among this shortlist.
| Signal | AgenticRAG Survey Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents. | Flowise Build AI Agents, Visually | Sim Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. | Eliza Open source agentic operating system |
|---|---|---|---|---|
| Quality | 81/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 83/100 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 | 1.7K stars Verified outcomes are shown on each skill page | 54K stars Verified outcomes are shown on each skill page | 29K stars Verified outcomes are shown on each skill page | 19K stars Verified outcomes are shown on each skill page |
| Freshness | Oct 20, 2025 | Jun 10, 2026 | Jul 18, 2026 | Jun 25, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | RAG, Claude Code | TypeScript, RAG, Claude Code, OpenAI Agents, LangChain | TypeScript, RAG, Claude Code | TypeScript, RAG, 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 | Coding agents 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 asinghcsu/AgenticRAG-Survey | $ npx skills add FlowiseAI/Flowise | $ npx skills add simstudioai/sim | $ npx skills add elizaOS/eliza |