NVIDIA Cloud Functions is a platform for deploying, managing, and running GPU-based workloads such as inference, streaming, and batch processing, while routing requests to GPU worker clusters. Its monorepo contains the service code, deployment materials, documentation, examples, command-line tools, agent skills, and validation tools used to build and operate the platform.
Borrowing it
Nothing to install: this file belongs to NVIDIA/nvcf. 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/nvcf/main/AGENTS.mdgit clone --depth 1 https://github.com/NVIDIA/nvcfWrote 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/nvcf/agents-md)<a href="https://agentmods.dev/instructions/nvidia/nvcf/agents-md"><img src="https://agentmods.dev/badge/instructions/nvidia/nvcf/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/nvcf/agents-md"><img src="https://agentmods.dev/badge/instructions/nvidia/nvcf/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 | $0.05525 | $0.05525 |
| Opus 5.5 | $0.02210 | $0.02210 |
| Sonnet 5.5 | $0.01105 | $0.01105 |
| Haiku 4.5 | $0.00553 | $0.00553 |
Grade A, and why
nvcf 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 10d 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 — 525 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md - Guide for AI Coding Agents
Quick reference for NVCF (NVIDIA Cloud Functions) in this repository.
Repo Layout
This repo is an umbrella layout: upstream services appear as ordinary
directories arranged under src/, deploy/, infra/, and migrations/
according to imports.yaml. Goal: over time, land and maintain code here
natively while upstream-owned sources are still tracked by commit pin. Tooling
lives under tools/ and tests/.
Use python3, not python, when Python is needed. Use the nearest nested AGENTS.md for subtree-specific guidance.
Useful pointers:
BAZEL.mdfor the contributor-facing Bazel build pathdocs/AGENTS.mdfor in-repo user and developer documentationtools/AGENTS.mdfor repo toolingtests/bdd/AGENTS.mdfor behavior-driven development (BDD) scenarios and suite rulessrc/libraries/rust/stargate/AGENTS.mdfor mandatory Stargate mock and performance validation, including related chart, deployment, benchmark, and CI changesimports.yamlfor subtree ownership and commit pins.cursor/skills/documentation-style/SKILL.mdfor docs style.cursor/skills/for root dev-skill symlink fanoutai-tooling/user/skills/andai-tooling/dev/skills/for public skills
If a referenced skill is outdated, update it before finishing.
Cross-repo and stack routing
Documentation is monorepo-native. User docs, version catalogs, and Fern
navigation are owned under docs/ and fern/ in this repository. Do not route
documentation changes through an external documentation repository or an
external workspace index. Start with docs/AGENTS.md and the nearest nested
guidance.
Use imports.yaml to decide whether a subtree is monorepo-native or still
owned by an upstream repo. Native subprojects are edited here. Upstream-owned
subtrees usually need the change in the upstream repo and a later commit-pin
update.
For self-managed stack ownership, deployment order, chart/image-source mapping, or "which subtree owns this" questions, use:
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.
- 10d ago Changed · -6 lines · -144 tokens per session 953274d22362
- 22d ago Changed · +4 tokens per session ea1fa08ed7d7
- 23d ago Changed · +4 lines · +44 tokens per session 371e6df40c9c
- 24d ago Changed · +26 lines · +253 tokens per session c021194b259f
- 1mo ago Changed · -1 lines · -36 tokens per session 055549a7f8d7
- 1mo ago Changed · +2 lines · +34 tokens per session a958f92e7324
- 1mo ago Changed · +3 tokens per session 5c93f58a04e7
- 1mo ago Changed · +12 lines c92804b05e4f
- 2mo ago Changed · +12 lines · +148 tokens per session d36d496ae2d0
- 2mo ago First seen · 476 lines · 5,219 tokens per session scan A e99f650637ed
nvcf AGENTS.md is an instructions file published in the GitHub repository NVIDIA/nvcf (253 stars, last pushed 4d ago), licensed Apache-2.0. It adds 5,525 tokens to every session, about $0.0221 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.
nvcf AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| nvcf AGENTS.mdNVIDIA/nvcf | Instructions file | 253 | 4d ago | Apache-2.0 | A | 5,525 | 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 | today | 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 |