Agent skill · software engineering · aradotso
alayarenderer-generative-world
AI coding agent skill for AlayaRenderer — a generative world rendering framework with inverse rendering (RGB→G-buffers) and game editing (G-buffers+text→stylized video) using fine-tuned video diffusion models.
Why this skill is useful
Adds executable scripts and specific commands for using AlayaRenderer's inverse rendering and game editing capabilities that are not widely known.
What it needs
Requires conda, git installed locally. About 5k tokens when loaded. Last updated 2026-07-09. 70 stars on the source repository.
What this skill does
AlayaRenderer — Generative World Renderer Skill by ara.so — Daily 2026 Skills collection. AlayaRenderer is a two-stage framework for high-quality video rendering: 1. Inverse Renderer (RGB → G-buffers): Extracts albedo, normal, depth, roughness, and metallic maps from RGB video using a fine-tuned Cosmos-Transfer1-DiffusionRenderer 7B model. 2. Game Editing (G-buffers + Text → Stylized RGB): Synthesizes photorealistic, stylized RGB video from G-buffer inputs using a fine-tuned Wan2.1 1.3B model via DiffSynth-Studio. --- Installation Clone the Repository Important: Use --recurse-submodules — DiffSynth-Studio is a git submodule required for Game Editing. Two Separate Conda Environments (Recommended) The two models have conflicting dependencies. Use separate environments: --- Model Weights Model Base Model Size HuggingFace Link --- --- --- --- Inverse Renderer Cosmos-Transfer1-DiffusionRenderer 7B ~7B params Brian9999/worldinverserenderer Game Editing Wan2.1 1.3B ~1.3B params Brian9999/stylerenderer Download and Place Weights --- Inverse Renderer Usage The inverse renderer decomposes an RGB video into 5 G-buffer channels: albedo, normal, depth, roughness, metallic. Setup Inference Refer to the inverserenderer/ subdirectory for the full inference script. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aradotso/alayarenderer-generative-world