data-designer SKILL.md skillA
data-designer from nvidia/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia/skills/data-designer@git:20261026.21777e6Pins git:20261026.21777e6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia/skills
- Path
skills/data-designer/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261026.21777e6, committed Oct 26, 2026
- First version recorded
- Jun 2, 2026
- Size
- 4,716 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
Use when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Before You Start Do not explore the workspace first. The workflow's Learn step gives you everything you need. # Goal Build a synthetic dataset using the Data Designer library that matches this description: $ARGUMENTS # Workflow Use **Autopilot** mode if the user implies they don't want to answer questions — e.g., they say something like "be opinionated", "you decide", "make reasonable assumptions", "just build it", "surprise me", etc. Otherwise, use **Interactive** mode (default). Read **only** the workflow file that matches the selected mode, then follow it: - **Interactive** → read `workflows/interactive.md` - **Autopilot** → read `workflows/autopilot.md` # Rules - Keep all columns in the output by default. The only exceptions for dropping a column are: (1) the user explicitly asks, or (2) it is a helper column that exists solely to derive other columns (e.g., a sampled person object used to extract name, city, etc.). When in doubt, keep the column. - Do not suggest or ask about seed datasets. Only use one when the user explicitly provides seed data or asks to build from existing records. When using a seed, read `references/seed-datasets.md`. …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/data-designer@sha256:ec414fe3debed142The line at the top of this page pins the label git:20261026.21777e6, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_tpzcdrbxr7jqi4yq)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 2, 2026 and Oct 26, 2026, about one every 146 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261026.21777e6 latest | 2026-10-26 | 21777e6 | 4,716 B | A | view · diff |
| git:20260602.e695a83 | 2026-06-02 | e695a83 | 4,716 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4716 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
nvidia/skills · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tpzcdrbxr7jqi4yq GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/data-designer GET https://markdownregistry.com/api/v1/blob/ec414fe3debed1422469244ea3296ef8f4185ddd45952b534bc092f4c07024bf
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.