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.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/nvidia-nemo/datadesigner/claude-mdgit clone --depth 1 https://github.com/NVIDIA-NeMo/DataDesignerWrote 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-nemo/datadesigner/claude-md)<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="Measured on agentmods" 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 | $0.00013 | $0.00013 |
| Opus 5 | $0.00006 | $0.00006 |
| Sonnet 5 | $0.00003 | $0.00003 |
| Haiku 4.5 | $0.00001 | $0.00001 |
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 5d 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- genomi CLAUDE.md — 100% identical, 1 lines differ
What it actually says
In ./CLAUDE.md
@AGENTS.md
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.
- 5d ago First seen · 4 lines · 13 tokens per session scan A 923b119a9edc
DataDesigner CLAUDE.md is an instructions file published in the GitHub repository NVIDIA-NeMo/DataDesigner (2,198 stars, last pushed yesterday), licensed Apache-2.0. It adds 13 tokens to every session, about $0.0001 per session on Opus 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.
Other instructions, from other repositories
dremio-mcp CLAUDE.md
Instructions for dremio/dremio-mcp, covering dremio mcp server, project overview, tech stack, project structure and common commands.
TLDR AGENTS.md
Instructions for 0p9b/TLDR: @./skills/tldr/SKILL.md @./skills/tldr-commit/SKILL.md @./skills/tldr-review/SKILL.md @./skills/tldr-compress/SKILL.md.
MassGen AGENTS.md
AGENTS.md instructions for massgen/MassGen, covering claude.md, openspec instructions, planning, instruction file parity and debugging assumptions.
MassGen CLAUDE.md
Claude Code instructions for massgen/MassGen, covering claude.md, openspec instructions, planning, instruction file parity and debugging assumptions.
agentic-engineering-framework AGENTS.md
AGENTS.md instructions for DimitriGeelen/agentic-engineering-framework, covering agents.md — agentic engineering framework, identity, core principle, rules and authority model.
compact_prompt CLAUDE.md
Claude Code instructions for gtkcyber/compact_prompt, covering claude.md, commands, install for development, runnable tour of every strategy and interactive demo (prompt + files & skills tabs).