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
Chatbox is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Chatbox
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Chatbox
Best first install candidate based on install readiness and adoption.
Freshest repo
ChatALL
Most recent maintenance signal among this shortlist.
| Signal | Llm Ultralytics LLM-related experiments | Chatbox Powerful AI Client | Botpress The open-source hub to build & deploy GPT/LLM Agents ⚡️ | ChatALL Concurrently chat with ChatGPT, Bing Chat, Bard, Alpaca, Vicuna, Claude, ChatGLM, MOSS, 讯飞星火, 文心一言 and more, discover the best answers |
|---|---|---|---|---|
| Quality | 71/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 70/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 101 stars Verified outcomes are shown on each skill page | 40K stars Verified outcomes are shown on each skill page | 15K stars Verified outcomes are shown on each skill page | 16K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 20, 2026 | Jun 12, 2026 | Jun 15, 2026 | Aug 9, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | JavaScript, Chatbot, Claude Code, OpenAI Agents | TypeScript, Chatbot, Claude Code, OpenAI Agents | TypeScript, Chatbot, Claude Code, OpenAI Agents | JavaScript, Chatbot, Claude Code, OpenAI Agents |
| 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 · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Local desktop 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 ultralytics/llm | $ npx skills add chatboxai/chatbox | $ npx skills add botpress/botpress | $ npx skills add ai-shifu/ChatALL |