tune-parameters
OfficialTune USD optimization parameters with confidence.
Software Engineering#parameter tuning#guide authoring#usd optimization#scene optimizer#visual diagnosis#usdview inspection#pxr inspection
AuthorNVIDIA-Omniverse
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Tune-parameters helps you iteratively find the right parameter values for a specific NVIDIA USD scene optimization operation so your USD results meet visual and structural goals without guessing.
Core Features & Use Cases
- Interactive, screenshot-driven tuning loop: inspect input/output visually and adjust one parameter at a time toward an acceptance target.
- Tiered operation knowledge loading: uses a full per-operation guide when available, otherwise falls back to session logs or C++ source parameter definitions.
- USD-aware context gathering: auto-inspects USD stage metrics (units, bbox, prims) and optionally generates rendered previews or usdview-based inspection for deeper diagnosis.
- Guide authoring mode: supports developers creating new
.agents/operations/<key>.mdtuning guides by extracting argument metadata from C++ source and applying a guide template.
Quick Start
Ask the AI to tune-parameters for operation X using your input USD path and tell it your goal (for example, reduce polycount or close holes), optionally providing an output screenshot for comparison.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: tune-parameters Download link: https://github.com/NVIDIA-Omniverse/usd-optimize/archive/main.zip#tune-parameters Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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