## Description: <br>
Top-level workflow skill for USD performance diagnosis and optimization. Use for slow loading, high memory, low FPS, or 'optimize my scene' requests; delegates auth/runtime setup to Phase 0 owners. <br>

This skill is ready for commercial/non-commercial use. <br>

## Owner: NVIDIA <br>

### License/Terms of Use: <br>
Apache 2.0 <br>
## Use Case: <br>
Developers and engineers use this skill to diagnose and optimize USD scene performance — addressing slow loading, high memory usage, low FPS, and GPU crashes — within NVIDIA Omniverse workflows. <br>

### Deployment Geography for Use: <br>
Global <br>

## Known Risks and Mitigations: <br>
Risk: Review before execution as proposals could introduce incorrect or misleading guidance into skills. <br>
Mitigation: Review and scan skill before deployment. <br>

## Reference(s): <br>
- [Workflow Reference](references/workflow.md) <br>
- [Skill Map](references/skill-map.md) <br>
- [USD Structure Assessment](references/usd-structure-assessment/README.md) <br>
- [Scene Optimizer Operations](references/so-run-operations/README.md) <br>
- [USD Validation Runner](references/usd-validation-runner/README.md) <br>
- [Profile Stage](references/profile-stage/README.md) <br>
- [Compare Profiles](references/compare-profiles/README.md) <br>
- [Optimization Report](references/optimization-report/README.md) <br>
- [Setup USD Performance Tuning](references/setup-usd-performance-tuning/README.md) <br>
- [CAD Conversion Advisor](references/cad-conversion/README.md) <br>


## Skill Output: <br>
**Output Type(s):** [Analysis, Shell commands, Files] <br>
**Output Format:** [Markdown and JSON structured reports] <br>
**Output Parameters:** [1D] <br>
**Other Properties Related to Output:** [Produces optimization-report JSON conforming to optimization-report.schema.json and rendered HTML/Markdown summaries] <br>

## Skill Version(s): <br>
0.1.0 (source: frontmatter, pyproject.toml) <br>

## Ethical Considerations: <br>
NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal team to ensure this skill meets requirements for the relevant industry and use case and addresses unforeseen product misuse. <br>

(For Release on NVIDIA Platforms Only) <br>
Please report quality, risk, security vulnerabilities or NVIDIA AI Concerns [here](https://app.intigriti.com/programs/nvidia/nvidiavdp/detail). <br>