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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.

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Decision summary

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

Strongest overall

Graphrag

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

Fastest prototype

Graphrag

Best first install candidate based on install readiness and adoption.

Freshest repo

Graphrag

Most recent maintenance signal among this shortlist.

SignalGPT4RoI

(ECCVW 2025)GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest

Graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

Vision

Datasets, Transforms and Models specific to Computer Vision

UFO

UFO³: Weaving the Digital Agent Galaxy

Quality
49/100
Needs review
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
51/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

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.

Adoption555 stars
0 installs
34K stars
0 installs
18K stars
0 installs
9.0K stars
0 installs
FreshnessJun 3, 2025Jun 18, 2026Jun 15, 2026Jun 12, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
RAG and knowledgeCoding agentsWorkflow automation
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
Stack fit
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Computer Vision, Claude Code, OpenAI AgentsPython, RAG, Claude Code, OpenAI AgentsPython, Machine Learning, Claude CodePython, Automation, Claude Code
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo 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 signalsGitHub automation 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 require actively maintained dependencies · production agents without a repository 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
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Install
$ npx skills add jshilong/GPT4RoI
$ npx skills add microsoft/graphrag
$ npx skills add pytorch/vision
$ npx skills add microsoft/UFO