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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

GenAI Agents

Most recent maintenance signal among this shortlist.

SignalOneResearchClaw

Any research. One Claw. 🦞 From any materials to research with fully autonomous & skill-driven researcher.

Adk Python

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

GenAI Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

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

Quality
78/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
77/100
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.

Adoption435 stars
0 installs
20K stars
0 installs
23K stars
0 installs
83K stars
0 installs
FreshnessMay 9, 2026Jun 13, 2026Jun 17, 2026Jun 13, 2026
Use-case fit
RAG and knowledgeGitHub automationCoding agents
Coding agentsRAG and knowledgeBrowser automation
Coding agentsSports analyticsGitHub automation
RAG and knowledgeCoding agentsResearch agents
Stack fit
RAG knowledge baseContent growth agent
Coding review agentContent growth agent
Coding review agentContent growth agent
RAG knowledge baseContent growth agent
Platform hintsPython, AI Agents, Claude Code, CursorPython, Multi-Agent, Claude CodeJupyter Notebook, AI Agents, Claude Code, OpenAI Agents, LangChainPython, AI Agents, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projectsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge 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
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Install
$ npx skills add gaotiexinqu/OneResearchClaw
$ npx skills add google/adk-python
$ npx skills add NirDiamant/GenAI_Agents
$ npx skills add infiniflow/ragflow