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Add Claude Agent Skill for improved AI assistant integration #210

@zredlined

Description

@zredlined

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High (Major improvement)

Is your feature request related to a problem? Please describe.

This is not related to a problem

Describe the solution you'd like

Add an official Claude Agent Skill to help AI assistants (like Claude Code, Claude.ai) better understand and use NeMo Data Designer's API patterns.

Why?

Claude Agent Skills are markdown files that teach AI assistants domain-specific knowledge. When a skill is present, Claude can:

  • Automatically load Data Designer best practices when needed
  • Provide more accurate code examples
  • Reduce API misuse and deprecated patterns
  • Work consistently across Claude Code, Claude.ai, and API integrations

What's needed?

Create a .claude/skills/data-designer/SKILL.md file containing:

  • When to use Data Designer
  • Common usage patterns (DataDesigner, Personas, StructuredOutputs, Evals, custom Validators)
  • Quick reference for samplers and validators
  • Links to detailed docs for complex topics

References

Describe alternatives you've considered

Similar to how we currently offer AGENTS.md and CLAUDE.md in the root of the Github repo, but as a reusable skill that can be:

  • Used in any project that imports Data Designer
  • Shared via Claude Code plugin marketplace
  • Improved by the community through PRs

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