Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
MockingBird
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
MockingBird
Best first install candidate based on install readiness and adoption.
Freshest repo
Causal Forcing
Most recent maintenance signal among this shortlist.
| Signal | Causal Forcing [ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++ | MockingBird 🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time |
|---|---|---|
| Quality | 80/100 Strong | 100/100 Excellent |
| Decision verdict | 91/100 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 | 786 stars Verified outcomes are shown on each skill page | 37K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 5, 2026 | Mar 3, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Video Generation, Claude Code | Python, Voice, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Design and creative 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add thu-ml/Causal-Forcing | $ npx skills add babysor/MockingBird |