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 1 skill
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Causal Forcing is the strongest overall pick here because it has a 94/100 readiness score and fits Design and creative.
Strongest overall
Causal Forcing
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Causal Forcing
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++ |
|---|---|
| Quality | 83/100 Strong |
| Decision verdict | 94/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 786 stars 0 installs |
| Freshness | Jun 5, 2026 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Python, Video Generation, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | Design and creative 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 |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add thu-ml/Causal-Forcing |