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 | Llm App Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more. | 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 | 100/100 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 | 59K stars 0 installs | 146K stars 0 installs | 114K stars 0 installs | 82K stars 0 installs |
| Freshness | Jun 3, 2026 | May 26, 2026 | Jun 3, 2026 | Jun 8, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Jupyter Notebook, RAG, Claude Code | Python, RAG, LLM, Claude Code | Python, RAG, Claude Code | RAG, Python, LLM, Claude Code |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge 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 | 1 views 0 install copies | 0 views 0 install copies | 3 views 1 install copies | 0 views 0 install copies |
| Install | $ npx skills add pathwaycom/llm-app | $ npx skills add microsoft/markitdown | $ npx skills add Shubhamsaboo/awesome-llm-apps | $ npx skills add infiniflow/ragflow |