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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

Autogen is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Autogen

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

Fastest prototype

Autogen

Best first install candidate based on install readiness and adoption.

Freshest repo

Marginalia

Most recent maintenance signal among this shortlist.

SignalMarginalia

A library-science-inspired personal knowledge management system with LLM agents

Autogen

A programming framework for agentic AI

ChatTTS

A generative speech model for daily dialogue.

DeepCode

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

Quality
77/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
76/100
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.

Adoption103 stars
0 installs
59K stars
0 installs
39K stars
0 installs
16K stars
0 installs
FreshnessJun 20, 2026Apr 15, 2026Apr 10, 2026May 18, 2026
Use-case fit
RAG and knowledgeGitHub automationLocal desktop
Coding agentsSports analyticsGitHub automation
Coding agentsSports analyticsGitHub automation
Coding agentsSports analyticsGitHub automation
Stack fit
RAG knowledge baseContent growth agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Platform hintsPython, LLM, Claude CodePython, LLM, Claude Code, OpenAI AgentsPython, LLM, Claude Code, OpenAI AgentsPython, LLM, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo 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 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
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0 install copies
Install
$ npx skills add shenmintao/marginalia
$ npx skills add microsoft/autogen
$ npx skills add 2noise/ChatTTS
$ npx skills add HKUDS/DeepCode