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Switch into Studio development mode for working on the NeMo Studio frontend in web/. Use when starting frontend work, building UI features, or working on React components.
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/NVIDIA-NeMo/nemo-platform --skill studio-devコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
Fine-tune models on NeMo Platform with `automodel`, `unsloth`, or `rl` (all `submit`-only): HF dataset conversion, filesets, model entities, and job JSON (hyperparameters, batch, schedule, optimizer) + job polling. `automodel`/`unsloth` run SFT/LoRA as Docker GPU jobs; `rl` runs DPO (preference) or GRPO (NeMo Gym environment + reward) on a Ray cluster (Kubernetes). Covers building and converting NeMo Gym environment packages (native-v1, wheels-v1, adapter-wheels-v1) and Gym rollout-row datasets. Use for train, fine-tune, customize, SFT, LoRA, DPO, GRPO, RLHF, reinforcement learning, reward environment, NeMo Gym, verifiers, Prime Intellect, preference optimization, learning rate, epochs, or nemo customization.
Generate, validate, and measure an audit-spec coverage denominator for Eval Author. Use when the user wants a hand-editable audit.md file derived from Ethos, needs schema enforcement for declared tools, capabilities, failure cases, evidence, and references, or wants to measure which audit items one ATIF trace covers. Changes none of the user's source, and saves audit artifacts under `.eval-author/`.
Work on evaluation suites in a user's repository or understand an agent run from NeMo Intake. Owns the evidence standard that every Eval Author sub-flow follows. Use when the user asks "help me with my evals", "what's the state of the eval suite here?", "what happened in this trace?", or when you need to pick between the Eval Author sub-flows. Routes to a sub-flow and changes none of the user's source. The selected sub-flow uses the provider's supported tools and saves its findings under `.eval-author/`.
SOC 職業分類に基づく
SKILL.md を表示中
| name | studio-dev |
| description | Switch into Studio development mode for working on the NeMo Studio frontend in web/. Use when starting frontend work, building UI features, or working on React components. |
You are now in Studio development mode. Read the Studio project instructions to load full context:
@web/CLAUDE.md
web/ — this is a React + TypeScript monorepo for NeMo Studioweb//unit-test, /e2e-test, and /visual-dev for testing and development workflowsweb/ — pnpm, vitest, and other Node.js tooling lives there| What | Where |
|---|---|
| Main app | web/packages/studio/ |
| Shared code | web/packages/common/ |
| API SDK | web/packages/sdk/ |
| Storybook | web/packages/storybook/ |
| Dev tools | web/packages/sandbox/ |
| Backend APIs | services/ (read-only context) |
| OpenAPI spec | openapi/openapi.yaml (read-only context) |