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.

SignalRagflow

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

PageIndex

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

Adk Python

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Vision Agents

Open Vision Agents by Stream. Build voice and vision agents quickly with any model or video provider. Uses Stream's edge network for ultra-low latency.

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.

Adoption83K stars
0 installs
33K stars
0 installs
20K stars
0 installs
7.9K stars
0 installs
FreshnessJun 13, 2026Jun 5, 2026Jun 13, 2026Jun 11, 2026
Use-case fit
RAG and knowledgeCoding agentsResearch agents
RAG and knowledgeCoding agentsBrowser automation
Coding agentsBrowser automationSports analytics
Coding agentsBrowser automationSports analytics
Stack fit
RAG knowledge baseContent growth agent
RAG knowledge baseContent growth agent
Coding review agentBrowser QA agent
Coding review agentBrowser QA agent
Platform hintsPython, AI Agents, Claude CodePython, AI Agents, Claude CodePython, AI Agents, Claude CodePython, AI Agents, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadata
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 engagement0 views
0 install copies
3 views
1 install copies
1 views
0 install copies
2 views
1 install copies
Install
$ npx skills add infiniflow/ragflow
$ npx skills add VectifyAI/PageIndex
$ npx skills add google/adk-python
$ npx skills add GetStream/Vision-Agents