NVIDIA-NeMo/nemo-platform - Page 2

secrets

NeMo Platform secret CRUD lifecycle through the platform SDK.

Langue du texte source : anglais

workspace

NeMo Platform workspace CRUD playbook through `nemo_api(resource='workspaces')`. Use for workspace creation, listing, retrieval, or deletion.

Langue du texte source : anglais

auditor

NeMo Platform auditor playbook for audit target and config CRUD through the platform SDK. Use when the task involves audit targets, audit configs, or probes.

Langue du texte source : anglais

benchmark-execution

Benchmark task execution contract: complete every numbered requirement, execute tool calls directly (never plan-only), and verify final state with a direct retrieve/list before responding. Use for every agentic-use benchmark task.

Langue du texte source : anglais

entities

NeMo Platform model and dataset CRUD lifecycle through the platform SDK, with strict field matching on final verification entities.

Langue du texte source : anglais

inference

NeMo Platform inference provider registration lifecycle through the platform SDK (secret -> create temp provider -> verify -> delete -> create final provider).

Langue du texte source : anglais

secrets

NeMo Platform secret CRUD lifecycle through the platform SDK.

Langue du texte source : anglais

supercool-guidelines

The Supercool Coding Guidelines — mandatory naming conventions for every function you write. Use this whenever you are asked to write or edit a Python function.

Langue du texte source : anglais

inference

End-to-end reference for inference on the NeMo platform — registering LLM backends as ModelProviders, wiring them to VirtualModels with Switchyard middleware (random routing, translate) and `nemo-guardrails` content-safety rails, and hitting them via the nemo…

Langue du texte source : anglais

nemo-files

NeMo files CLI reference for filesets, file upload/download, and dataset management. Use when the task involves filesets, file uploads, file downloads, datasets, JSONL files, or `nemo files` CLI commands.

Langue du texte source : anglais

nemo-guardrails

NeMo guardrails CLI reference for creating guardrail configs and applying them to chat completions through an IGW VirtualModel. Covers config CRUD, the standalone `/checks` endpoint for verifying a config, and the `nemo-guardrails` inference middleware plugin…

Langue du texte source : anglais

nemo-secrets

NeMo secrets CLI reference for creating, listing, and managing secrets. Use when the task involves creating API key secrets, managing credentials, or `nemo secrets` CLI commands.

Langue du texte source : anglais

nemo-status

Read-only dashboard for NeMo Platform. Combines platform health, deployed agents, registered providers, and available models into a single view. Use over generic status checks for any NeMo Platform dashboard request.

Langue du texte source : anglais

creating-a-plugin

Creates a new NeMo plugin from scratch. Use when starting plugin development, setting up a plugin package, registering surfaces via entry points, or asking how plugins are discovered by the platform. Trigger keywords: create plugin, new plugin, plugin setup,…

Langue du texte source : anglais

plugin-authz

Declares HTTP authorization on NeMo Platform plugin routes with @path_rule, AuthzScope, PermissionSet, and CallerKind. Use when adding or securing a plugin route, minting permission ids, choosing PRINCIPAL vs SERVICE_PRINCIPAL callers, fixing a hard_fail…

Langue du texte source : anglais

plugin-config

Creates plugin configuration using NemoConfig with environment variables and YAML file support. Use when adding plugin configuration fields, reading config values at runtime, setting up test config overrides, or understanding the env var naming formula.…

Langue du texte source : anglais

plugin-controller

Creates background reconcile-loop controllers using NemoController. Use when implementing state-machine reconciliation, running periodic background work, managing deployment lifecycle, building service-principal entity clients for background use, or…

Langue du texte source : anglais

plugin-entities

Defines NemoEntity subclasses and uses NemoEntitiesClient for CRUD in the NeMo Platform entity store. Use when defining a new entity type, storing plugin data in the entity store, handling optimistic locking conflicts, listing entities with filters, or…

Langue du texte source : anglais

plugin-function

Creates in-process NemoFunction surfaces for NeMo Platform plugins. Use when adding a function, declaring spec_schema, mounting function routes with add_function_routes, understanding the two CLI verbs (run / submit), or streaming NDJSON frames. Trigger…

Langue du texte source : anglais

plugin-inference-middleware

Implements NemoInferenceMiddleware plugins for in-process inference request/response interception in IGW. Use when building a middleware plugin, implementing process_request or process_response, handling MiddlewareCall config (inline or config_id), exposing…

Langue du texte source : anglais

plugin-job

Creates schedulable NemoJob surfaces for NeMo Platform plugins. Use when adding a job, declaring spec_schema / input_spec_schema / to_spec / compile, mounting job routes with add_job_routes, understanding the three CLI verbs (run / submit / explain), or…

Langue du texte source : anglais

plugin-platform-services

Calls NeMo Platform services (entity store, jobs, files, secrets, models, inference gateway, auth) from a plugin. Use when a plugin needs to submit jobs, access files, read secrets, look up models, call the inference gateway, check permissions, or route calls…

Langue du texte source : anglais

plugin-service

Builds HTTP service surfaces for NeMo Platform plugins using NemoService, RouterSpec, NemoListResponse, and NemoFilter. Use when adding REST API routes to a plugin, implementing CRUD endpoints, handling pagination and filtering, or testing FastAPI routes.…

Langue du texte source : anglais

plugin-testing

Tests NeMo Platform plugin surfaces without a running platform. Use when writing tests for entity CRUD routes, mocking the entity client, testing NemoJob run() methods, setting up config overrides, or verifying FastAPI route error handling. Trigger keywords:…

Langue du texte source : anglais

example-debug

Demonstrates plugin skill companion file installation from the example plugin.

Langue du texte source : anglais

example-hello

Demonstrates a minimal plugin-provided skill from the example plugin.

Langue du texte source : anglais

agents-optimize

Optimizes and accelerates a deployed NeMo agent by suggesting switchyard routing splits, skill optimization, prompt/hyperparameter tuning, and evaluations against newly available models. Persists snapshots and structured suggestions to the NeMo files service…

Langue du texte source : anglais

agents-secure

Audits a deployed NeMo agent for safety and security risks: missing content-safety guardrails on the model endpoint, PII exposure, and leaked API keys / secrets in recent telemetry. Persists snapshots and structured suggestions to the NeMo files service for…

Langue du texte source : anglais

skills-optimization

Improve agent skills via the `nemo agents` plugin (evaluate-suite / analyze / optimize-skills). Use when the user wants to improve an agent's skills using a Harbor or NAT eval suite, run a batch of agentic tests, analyze why evals fail, or kick off an…

Langue du texte source : anglais

anonymizer

Use when the user wants to detect and replace, hash, redact, annotate, or rewrite PII (names, emails, phone numbers, locations, ...) in a CSV or Parquet dataset using the NeMo Anonymizer plugin.

Langue du texte source : anglais

auditor

NeMo auditor CLI reference for audit configs, targets, and jobs. Use when the task involves audit configurations, audit targets, audit jobs, vulnerability scanning, probes, or `nemo auditor` CLI commands.

Langue du texte source : anglais

refresh-data-designer-skill

Refresh the vendored data-designer skill bundle in this plugin from the upstream NVIDIA-NeMo/DataDesigner repo at the pinned library version, adapting CLI commands and platform-specific guidance to the NeMo plugin context. Use when bumping the `data-designer`…

Langue du texte source : anglais

langchain-framework

Guidance for building LLM-powered agents with LangChain, LangGraph, or Deep Agents. Use when building agents with any of these frameworks, implementing tool-calling agents, stateful graph workflows, or multi-step orchestration. Read this skill before writing…

Langue du texte source : anglais

terminator

Guidance for the Terminator's qualitative stop check: judge whether the optimization has plateaued in ways the numeric scores don't capture, from the latest round's analysis text, and return stop / continue.

Langue du texte source : anglais

e2e-test

End-to-end testing workflow with Playwright. Use when writing, running, or debugging E2E tests for Studio user flows.

Langue du texte source : anglais

feature-flags

Inspect and manage Studio feature flags. Use when working with feature flags, adding new flags, checking flag state across environments, or debugging why a feature is enabled/disabled.

Langue du texte source : anglais

studio-worktree

Prepare the current git worktree for Studio web/ development — copies missing .env.*.local files and runs pnpm install. Use when the user is inside a newly-created linked worktree and wants to bring it to a runnable state. Does NOT create/remove worktrees —…

Langue du texte source : anglais

test-coverage-improvement

Autonomous Vitest coverage workflow for a chosen package under web/packages: baseline report, agent-curated shortlist of ~10 files, then per-file context from reading source, inferred behaviors, implemented tests, and verification (vitest + typecheck) before…

Langue du texte source : anglais

unit-test

Unit testing workflow with Vitest and React Testing Library. Use when writing, running, or debugging unit tests for Studio components and utilities.

Langue du texte source : anglais

ux-guidelines

UX design guidelines and standards for NeMo Studio. Use when implementing new UI features, reviewing designs, or making UX decisions.

Langue du texte source : anglais