Borrowing it
Nothing to install: this file belongs to NVIDIA-Omniverse/ovui. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/NVIDIA-Omniverse/ovui/main/AGENTS.mdgit clone --depth 1 https://github.com/NVIDIA-Omniverse/ovuiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/nvidia-omniverse/ovui/agents-md)<a href="https://agentmods.dev/instructions/nvidia-omniverse/ovui/agents-md"><img src="https://agentmods.dev/badge/instructions/nvidia-omniverse/ovui/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/nvidia-omniverse/ovui/agents-md"><img src="https://agentmods.dev/badge/instructions/nvidia-omniverse/ovui/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.02525 | $0.02525 |
| Opus 5.5 | $0.01010 | $0.01010 |
| Sonnet 5.5 | $0.00505 | $0.00505 |
| Haiku 4.5 | $0.00252 | $0.00252 |
Grade A, and why
ovui AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 24d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md - AI Agent Guide for ovui
This file gives AI coding agents the minimum context needed to work effectively in this repository. Use it as a starting map, then go to skills/ for task-level implementation guidance.
What This Repo Is
ovui is a Python UI framework, a library of ready-made app widgets, and a runnable reference application for building scene, viewport, and data tools. The repository ships:
- a Python-facing UI layer (
ovui, imported in Python asomni.uiandomni.ui_scene) - a library of composable app widgets (
ovui-widgets/- stage browser, property inspector, content browser, viewport, composition view) - data adapters that connect those widgets to OpenUSD or custom backends (
ovui-data-adapters/) - a screenshot-first inspector pipeline that lets people and AI coding agents drive the running UI through the same screenshot-action loop
Primary use case: building polished, consistent scene, viewport, and data tools on top of OpenUSD and ovrtx.
Start Here
- Read
README.mdfor top-level product context. - Read
docs/architecture.html(a TOC + iframe shell) and the per-section pages underdocs/architecture/section-01.html...docs/architecture/section-11.htmlfor the architectural overview, the UI layer, the scene tools, ovui-widgets, adapters, the application, and the inspector pipeline. - Read
skills/omniverse-ui-apis/SKILL.md,skills/omniverse-ui-widgets/SKILL.md,skills/omniverse-ui-styling/SKILL.md, andskills/omniverse-ui-inspector/SKILL.mdto understand the repo's agent-facing skill surfaces before starting task-level work.
Repo Layout (High-Level)
ovui/- Python UI framework source (theomni.uiandomni.ui_scenePython packages, C++ bindings, examples, headless mode, standalone runtime, markdown widget, and screenshots).ovui-widgets/- app widget library and the runnable reference application (USD Viewer), including stage browser, property inspector, content browser, viewport, composition view, common services, and the menu/file-open wiring.ovui-data-adapters/- OpenUSD-backed adapters (stage, property, transform, renderer) plus session authoring and livestream tap.docs/architecture.htmlanddocs/architecture/- per-section architectural documentation (11 sections from project overview through the inspector pipeline) plus shared styles.skills/- Task-oriented agent skills (SKILL.mdplusreferences/per skill).README.md,CHANGELOG.md,LIVESTREAM.md,VERSION.md- top-level product and process documentation.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 24d ago Changed · +1 lines · +30 tokens per session b4da231028eb
- 2mo ago First seen · 101 lines · 2,495 tokens per session scan A 564041a25b67
ovui AGENTS.md is an instructions file published in the GitHub repository NVIDIA-Omniverse/ovui (55 stars, last pushed 24d ago), licensed Apache-2.0. It adds 2,525 tokens to every session, about $0.0101 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
ovui AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ovui AGENTS.mdNVIDIA-Omniverse/ovui | Instructions file | 55 | 24d ago | Apache-2.0 | A | 2,525 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |