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.

Add more skills

Decision summary

Ragflow is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.

Strongest overall

Ragflow

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Ragflow

Best first install candidate based on install readiness and adoption.

Freshest repo

Ragflow

Most recent maintenance signal among this shortlist.

SignalNocobase

NocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability.

Ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Llama Index

LlamaIndex is the leading document agent and OCR platform

OpenOutreach

Linkedin Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.

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.

Adoption23K stars
0 installs
83K stars
0 installs
50K stars
0 installs
2.1K stars
0 installs
FreshnessJun 13, 2026Jun 13, 2026Jun 12, 2026Jun 11, 2026
Use-case fit
Coding agentsBrowser automationRAG and knowledge
RAG and knowledgeCoding agentsResearch agents
RAG and knowledgeCoding agentsBrowser automation
Browser automationTesting and QACoding agents
Stack fit
Coding review agentBrowser QA agent
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Browser QA agentCoding review agent
Platform hintsTypeScript, AI Agents, Claude CodePython, AI Agents, Claude CodePython, RAG, Claude Code, LlamaIndexPython, Playwright, Claude Code, Browser agents
WarningsNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement2 views
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Install
$ npx skills add nocobase/nocobase
$ npx skills add infiniflow/ragflow
$ npx skills add run-llama/llama_index
$ npx skills add eracle/OpenOutreach