Genesis

SkillCloud & infra

Use when working on Genesis simulation, RL teacher training, visual demo generation, or related serverless/EGL behavior.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Genesis skill

What this skill tells your AI

The instructions your AI receives, as published by nebius/nebius-physical-ai in skills/tools/genesis/SKILL.md and read by ahel’s review.

Genesis is the GPU-accelerated physics simulation tool. It uses vendored genesis.ext.pyrender plus PyOpenGL EGL.

Current Capability

  • RL teacher training works headless on Nebius AI Jobs with Mesa llvmpipe fallback.
  • Serverless RL teacher training works.
  • 480x640 targeted renders pass via Mesa; scale performance is untested.

Rendering Gap

Visual demo generation is blocked on EGL/DRI device access in containers. libEGL_nvidia.so.0 is absent despite graphics capability environment variables, so workloads fall back to Mesa, which cannot scale.

Serverless visual demo generation is blocked by the same EGL/DRI issue.

BatchRenderer/Madrona is deferred; do not prioritize it. There is no platform escalation pending and no BUNDLE_EGL_NVIDIA action item.

Validation

E2E: 8/8 passing except visual demo generation.

Signals

GitHub stars
28
Forks
15
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
genesis-nebius
Source
github.com/nebius/nebius-physical-ai