studio-dev

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.

Aller à l'installation

Dépôt: NVIDIA-NeMo/nemo-platform
Dernière activité de la source: 21 mai 2026 à 02:53
Langue détectée de SKILL.md: anglais
Étoiles: 67
Forks: 19

Options d'installation

Le prompt qui vérifie d'abord la source est sélectionné par défaut. Vous pouvez passer à une commande directe ou télécharger une copie locale.

Installer avec Codex ou Claude Copiez ce prompt, collez-le dans Codex, Claude ou un autre assistant, puis laissez-le vérifier la page du skill et l'installer pour vous.

Une commande directe contourne le prompt de vérification. Examinez la source avant de l'exécuter.

npx skills add https://github.com/NVIDIA-NeMo/nemo-platform --skill studio-dev

La commande reste sur une seule ligne. Faites défiler horizontalement pour la vérifier avant de la copier.

Vous préférez une copie locale ? Téléchargez les fichiers actuellement disponibles dans SkillsMP.

Vérifiez les fichiers source

Lisez SKILL.md et les fichiers associés affichés par SkillsMP avant de décider de l'installer.

SKILL.md

Instructions source · Aperçu en lecture seule

Retour à la recherche Retour à l’installation

nemo-customizer

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.

2026-08-26

eval-author-audit

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/`.

2026-08-26

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/`.

2026-08-26

Tout voir dans ce dépôt

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.

Studio Development Mode

You are now in Studio development mode. Read the Studio project instructions to load full context:

@web/CLAUDE.md

What This Means

Most changes will be in web/ — this is a React + TypeScript monorepo for NeMo Studio
The rest of the repo is useful for understanding backend APIs, data models, and SDK types, but changes should generally stay within web/
Studio-specific skills are now available — use /unit-test, /e2e-test, and /visual-dev for testing and development workflows
Run frontend commands from web/ — pnpm, vitest, and other Node.js tooling lives there

Quick Reference

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)

studio-dev

Informations de source

Options d'installation

Vérifiez les fichiers source

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Studio Development Mode

What This Means

Quick Reference

Studio Development Mode

What This Means

Quick Reference