DataDesigner: Instructions file for Claude Code

CLAUDE.md

DataDesigner CLAUDE.md is an instructions file for Claude Code from NVIDIA-NeMo/DataDesigner. It costs 13 tokens per session, scanned A, original, Apache-2.0.

Project-specific instructions for NVIDIA NeMo Data Designer, a tool for creating artificial datasets from scratch or from example data. Synthetic data is computer-generated data made to resemble real data without being collected from real people or systems.

In plain words
What is it for?
Use it when developing, debugging, or reviewing changes in the DataDesigner repository.
Why use it?
It gives a coding agent the repository context and contribution rules needed for this data-generation project.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions CLAUDE.md; mentions AGENTS.md.

This is NVIDIA-NeMo/DataDesigner's own configuration. It tells Claude Code how to work on DataDesigner itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything DataDesigner configures →

About the project

NVIDIA-NeMo/DataDesigner is a framework for generating synthetic datasets from scratch or from seed data, including text, structured records and images, while controlling field relationships and validating results. Data scientists and developers use it to create and evaluate data-generation workflows that can include models, seed datasets, external tools and custom validators. The catalogue entries provide agent skills, agents, instructions and settings for working with Data Designer.

NVIDIA-NeMo/DataDesigner · 2,366 stars · on GitHub · docs.nvidia.com

Reuse

Borrowing it

Nothing to install: this file belongs to NVIDIA-NeMo/DataDesigner. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/NVIDIA-NeMo/DataDesigner/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/NVIDIA-NeMo/DataDesigner

Made for: Claude Code.

Wrote 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.

agentmods badge for DataDesigner CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/nvidia-nemo/datadesigner/claude-md/github.svg)](https://agentmods.dev/instructions/nvidia-nemo/datadesigner/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/nvidia-nemo/datadesigner/claude-md"><img src="https://agentmods.dev/badge/instructions/nvidia-nemo/datadesigner/claude-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.

agentmods 80×15 button for DataDesigner CLAUDE.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/nvidia-nemo/datadesigner/claude-md"><img src="https://agentmods.dev/badge/instructions/nvidia-nemo/datadesigner/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 13 This file is loaded in full into every session.
When invoked 13 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00013 $0.00013
Opus 5.5 $0.00005 $0.00005
Sonnet 5.5 $0.00003 $0.00003
Haiku 4.5 $0.00001 $0.00001

Measured 1mo ago against content hash 923b119a9edc, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

DataDesigner CLAUDE.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 1mo 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

CLAUDE.md · 4 lines

What it actually says

In ./CLAUDE.md

@AGENTS.md

Changes

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.

  1. 1mo ago First seen · 4 lines · 13 tokens per session scan A 923b119a9edc

Subscribe to this mod's changes

DataDesigner CLAUDE.md is an instructions file published in the GitHub repository NVIDIA-NeMo/DataDesigner (2,366 stars, last pushed today), licensed Apache-2.0. It adds 13 tokens to every session, about $0.0001 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.

Related

Other instructions, from other repositories

vscode buildNext.instructions.md

Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).

microsoft/vscode · 9,715 tokens

next.js AGENTS.md

AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.

vercel/next.js · 7,581 tokens

vscode oss-third-party-notices.instructions.md

Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).

microsoft/vscode · 5,262 tokens

langchain AGENTS.md

AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.

langchain-ai/langchain · 4,680 tokens

deepseek-harness AGENTS.md

AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.

deepseek-ai/deepseek-harness · 4,261 tokens

vscode copilot-instructions.md

Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).

microsoft/vscode · 2,731 tokens