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
Unsloth is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Unsloth
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Unsloth
Best first install candidate based on install readiness and adoption.
Freshest repo
Unsloth
Most recent maintenance signal among this shortlist.
| Signal | Kokoro FastAPI Dockerized FastAPI wrapper for Kokoro-82M text-to-speech model w/multiplatform CPU, AMD, NVIDIA GPU PyTorch support, handling, and auto-stitching | VoxCPM VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning | MockingBird 🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time | Unsloth Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally. |
|---|---|---|---|---|
| Quality | 100/100 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 | 5.1K stars Verified outcomes are shown on each skill page | 31K stars Verified outcomes are shown on each skill page | 37K stars Verified outcomes are shown on each skill page | 67K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 18, 2026 | Jun 10, 2026 | Mar 3, 2026 | Jun 20, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Voice, Claude Code, OpenAI Agents | Python, Voice, Claude Code | Python, Voice, Claude Code | Python, Voice, 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 | Browser automation 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 remsky/Kokoro-FastAPI | $ npx skills add OpenBMB/VoxCPM | $ npx skills add babysor/MockingBird | $ npx skills add unslothai/unsloth |