new-sdg
Implement a new synthetic data generator using NeMo Data Designer by defining its configuration and executing a preview job.
npx skills add majiayu000/claude-skill-registry --skill new-sdg --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Your Goal Implement a new synthetic data generator using NeMo Data Designer to match the user's specifications below. <dataset-description> **$ARGUMENTS** </dataset-description> ## Getting Exact Specifications The user will provide you with some description, but it is likely that you do not have enough information to precisely define what they want. It is hard for a user to define everything up front. Ask follow up questions to the user using the AskUser tool to narrow down on precisely what they want. Common things to make precise are: - IMPORTANT: What the "axes of diversity" are -- e.g. what should be well represented and diverse in the resulting dataset. - The kind an nature of any input data to the dataset. - What variables should be randomized. - The schema of the final dataset. - The structure of any required structured output columns. - What facets of the output dataset are important to capture. ## Interactive, Iterative Design > USER: Request > YOU: Clarifying AskUser Questions > YOU: Script Impelmentation (with preview) > YOU: Script Execution > YOU: Result Presentation > YOU: Followup Questions > USER: Respond > YOU: ...repeat... Very often, the initial implementation
- Getting Exact Specifications
- Interactive, Iterative Design
- Implementing a NeMo Data Designer Synthetic Data Generator
- Model Alises and Providers
- Real World Seed Data
- Example
uv run --with data-designer data-designer config list
What does the new-sdg skill do?
Implement a new synthetic data generator using NeMo Data Designer by defining its configuration and executing a preview job.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill new-sdg --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.