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.
Decision summary
Python Telegram Bot is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Python Telegram Bot
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Python Telegram Bot
Best first install candidate based on install readiness and adoption.
Freshest repo
Python Telegram Bot
Most recent maintenance signal among this shortlist.
| Signal | UltraChat Large-scale, Informative, and Diverse Multi-round Chat Data (and Models) | Python Telegram Bot We have made you a wrapper you can't refuse | ChatRWKV ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source. | 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 | 75/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 77/100 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. |
| Adoption | 2.9K stars 0 installs | 29K stars 0 installs | 9.5K stars 0 installs | 8.0K stars 0 installs |
| Freshness | Mar 13, 2024 | Jun 16, 2026 | May 29, 2026 | Jun 10, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Chatbot, Claude Code, OpenAI Agents | Python, Chatbot, Claude Code | Python, Chatbot, Claude Code, OpenAI Agents | Python, Chatbot, Claude Code |
| Warnings | Repository looks stale · 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 require actively maintained dependencies · production agents without a repository 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 thunlp/UltraChat | $ npx skills add python-telegram-bot/python-telegram-bot | $ npx skills add BlinkDL/ChatRWKV | $ npx skills add shaxiu/XianyuAutoAgent |