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
MarkItDown is the strongest overall pick here because it has a 100/100 readiness score and fits Document processing.
Strongest overall
MarkItDown
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
MarkItDown
Best first install candidate based on install readiness and adoption.
Freshest repo
RAGFlow
Most recent maintenance signal among this shortlist.
| Signal | RCLI Talk to your Mac, query your docs, no cloud required. On-device voice AI + RAG | MarkItDown Convert documents into Markdown for agent-readable context | Awesome Llm Apps 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. | RAGFlow Build document intelligence and RAG workflows for agents |
|---|---|---|---|---|
| Quality | 97/100 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 | 1.5K stars 0 installs | 133K stars 0 installs | 112K stars 0 installs | 82K stars 0 installs |
| Freshness | Mar 16, 2026 | May 26, 2026 | May 23, 2026 | May 29, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C++, RAG, Claude Code | Python, RAG, LLM, Claude Code | Python, RAG, Claude Code | RAG, Python, LLM, 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 | Local desktop workflows · Claude Code teams · teams that value GitHub adoption signals | Document processing workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents 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 RunanywhereAI/RCLI | $ npx skills add microsoft/markitdown | $ npx skills add Shubhamsaboo/awesome-llm-apps | $ npx skills add infiniflow/ragflow |