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
Clean Fid is the strongest overall pick here because it has a 86/100 readiness score and fits Coding agents.
Strongest overall
Clean Fid
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
3DDFA
Best first install candidate based on install readiness and adoption.
Freshest repo
Clean Fid
Most recent maintenance signal among this shortlist.
| Signal | FaceFormer [CVPR 2022] FaceFormer: Speech-Driven 3D Facial Animation with Transformers | Voca This codebase demonstrates how to synthesize realistic 3D character animations given an arbitrary speech signal and a static character mesh. | Clean Fid PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022] | 3DDFA The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution. |
|---|---|---|---|---|
| Quality | 56/100 Promising | 66/100 Promising | 84/100 Strong | 76/100 Strong |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 68/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 86/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 78/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 915 stars 0 installs | 1.3K stars 0 installs | 1.2K stars 0 installs | 3.7K stars 0 installs |
| Freshness | Aug 22, 2023 | Aug 20, 2024 | Aug 2, 2025 | May 14, 2022 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code | Python, Computer Vision, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | GitHub 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 require actively maintained dependencies · production agents without a repository review | 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 require actively maintained dependencies · production agents without a repository 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 EvelynFan/FaceFormer | $ npx skills add TimoBolkart/voca | $ npx skills add GaParmar/clean-fid | $ npx skills add cleardusk/3DDFA |