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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

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

Strongest overall

Botpress

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

Fastest prototype

Botpress

Best first install candidate based on install readiness and adoption.

Freshest repo

Botpress

Most recent maintenance signal among this shortlist.

SignalBotpress

The open-source hub to build & deploy GPT/LLM Agents ⚡️

Magentic

Seamlessly integrate LLMs as Python functions

Agents Flex

Agents-flex is A Lightweight Java AI Application Development Framework.

Aidea

An APP that integrates mainstream large language models and image generation models, built with Flutter, with fully open-source code.

Quality
100/100
Excellent
95/100
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.

Adoption15K stars
0 installs
2.4K stars
0 installs
1.0K stars
0 installs
6.9K stars
0 installs
FreshnessJun 15, 2026Mar 11, 2026Jun 12, 2026Mar 4, 2026
Use-case fit
Coding agentsRAG and knowledgeBrowser automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeBrowser automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Platform hintsTypeScript, Chatbot, Claude Code, OpenAI AgentsPython, Chatbot, Claude Code, OpenAI AgentsJava, Chatbot, Claude Code, OpenAI Agents, LangChainDart, Chatbot, Claude Code, OpenAI Agents
WarningsNo 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 signalsCoding 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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Install
$ npx skills add botpress/botpress
$ npx skills add jackmpcollins/magentic
$ npx skills add agents-flex/agents-flex
$ npx skills add mylxsw/aidea