Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Gpt4free
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Gpt4free
Best first install candidate based on install readiness and adoption.
Freshest repo
Python Telegram Bot
Most recent maintenance signal among this shortlist.
| Signal | JamTools JamTools是一个跨平台的小工具集类软件,支持Windows7/8/10/11、Macos、ubuntu系统(其他系统可以直接从源码编译打包)。包含了(滚动/区域)截屏、录屏、文字识别、多种语言互译、多媒体格式转换、鼠标键盘动作录制播放、局域网文件传输、聊天机器人等功能,完全开源! | Python Telegram Bot We have made you a wrapper you can't refuse | Gpt4free The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3 | CosyVoice Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability. |
|---|---|---|---|---|
| Quality | 71/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 82/100 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 | 726 stars Verified outcomes are shown on each skill page | 29K stars Verified outcomes are shown on each skill page | 66K stars |
| 22K stars Verified outcomes are shown on each skill page |
| Freshness | May 6, 2026 | Jun 16, 2026 | Jun 14, 2026 | May 25, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Chatbot, Claude Code | Python, Chatbot, Claude Code | Python, Chatbot, Claude Code, OpenAI Agents | Python, 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 | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Customer support workflows · Claude Code teams · teams that value GitHub adoption signals | Customer support workflows · Claude Code teams · teams that value GitHub adoption signals | Customer support 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 fandesfyf/JamTools | $ npx skills add python-telegram-bot/python-telegram-bot | $ npx skills add xtekky/gpt4free | $ npx skills add FunAudioLLM/CosyVoice |