Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
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.
| Signal | Magentic Seamlessly integrate LLMs as Python functions | Botpress The open-source hub to build & deploy GPT/LLM Agents ⚡️ | Agents Flex Agents-flex is A Lightweight Java AI Application Development Framework. | XianyuAutoAgent 智能闲鱼客服机器人系统：专为闲鱼平台打造的AI值守解决方案，实现闲鱼平台7×24小时自动化值守，支持多专家协同决策、智能议价和上下文感知对话。 |
|---|---|---|---|---|
| Quality | 95/100 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. |
| Adoption | 2.4K stars 0 installs | 15K stars 0 installs | 1.0K stars 0 installs | 8.0K stars 0 installs |
| Freshness | Mar 11, 2026 | Jun 15, 2026 | Jun 12, 2026 | Jun 10, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Chatbot, Claude Code, OpenAI Agents | TypeScript, Chatbot, Claude Code, OpenAI Agents | Java, Chatbot, Claude Code, OpenAI Agents, LangChain | Python, Chatbot, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add jackmpcollins/magentic | $ npx skills add botpress/botpress | $ npx skills add agents-flex/agents-flex | $ npx skills add shaxiu/XianyuAutoAgent |