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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,…
Idioma del texto original: inglés
Creates NemoFunction HTTP surfaces for NeMo Helix plugins. Use when adding a function, declaring spec_schema, mounting function routes with add_function_routes, understanding the generated flat CLI command, or streaming NDJSON frames. Trigger keywords -…
Idioma del texto original: inglés
Optimizes and accelerates a deployed NeMo agent by suggesting switchyard routing splits, prompt/hyperparameter tuning, and evaluations against newly available models. Persists snapshots and structured suggestions to the NeMo files service for diffing and UI…
Idioma del texto original: inglés
A security war-game for an agent through NeMo Helix: register or upload the agent, resolve a war-game manifest, synthesize a benign suite, attack/defend/validate, adopt the hardened image. Covers red-teaming, hardening, and every `nemo agent-hardener` command.
Idioma del texto original: inglés
Use when a customer asks NeMo Helix to build, implement, package, register, or deploy a new agent from confirmed requirements. Builds the supported LangChain Deep Agents shape through Fabric. Do not use for design-only work, focused agent.yaml editing,…
Idioma del texto original: inglés
Package and deploy an existing Fabric agent through the OpenShell deployment mode, then verify invocation and network policy. Use for sandboxed agent deployments on an already configured gateway; not for building a new agent, installing the platform, or…
Idioma del texto original: inglés
Build one pre-cut NeMo Helix release test-scope artifact with feature descriptions, QA validation, stakeholder review fields, and draft release notes from the previous-release-to-release-branch range while verifying release-derived work on main. Use for…
Idioma del texto original: inglés
Evaluate models, datasets, and agents with the NeMo Helix Evals plugin. Use for metric selection, SDK checks, platform jobs, and result retrieval.
Idioma del texto original: inglés
Creates schedulable NemoJob surfaces for NeMo Helix plugins. Use when adding a job, declaring spec_schema / input_spec_schema / to_spec / compile, mounting job routes with add_job_routes, understanding generated job CLI shape, or running jobs in containers.…
Idioma del texto original: inglés
Fine-tune models on NeMo Helix with `automodel`, `unsloth`, or `rl` (all Jobs-service backends using `--job-json`): HF dataset conversion, filesets, model entities, and job JSON (hyperparameters, batch, schedule, optimizer) + job polling.…
Idioma del texto original: inglés
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 benchmark task.
Idioma del texto original: inglés
Use when working on guardrailing chat completions through the Inference Gateway API — creating guardrail configs, validating them with the `/checks` endpoint, attaching `nemo-guardrails` middleware to a VirtualModel, or proving guarded behavior.
Idioma del texto original: inglés
Use when developing the NeMo Helix CLI - adding or changing command groups, wiring a service's typed client into commands, output formatting, pagination, error mapping, or the `--output-format code` snippet generator. Covers core groups in nemo_helix_ext and…
Idioma del texto original: inglés
NeMo Helix garak playbook for audit target and config CRUD through the platform SDK. Use when the task involves audit targets, audit configs, or probes.
Idioma del texto original: inglés
NeMo Helix garak playbook for audit target and config CRUD through the platform SDK. Use when the task involves audit targets, audit configs, or probes.
Idioma del texto original: inglés
NeMo Helix garak playbook for audit target and config CRUD through the platform SDK. Use when the task involves audit targets, audit configs, or probes.
Idioma del texto original: inglés
Top-level skill selector for ambiguous tasks involving NeMo Helix (NVIDIA's agent platform). Picks the right downstream skill for setup, design, specification, agent configuration, build, deployment, testing, observability, status, teardown, evaluation,…
Idioma del texto original: inglés
Declares HTTP authorization on NeMo Helix 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 bundle…
Idioma del texto original: inglés
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…
Idioma del texto original: inglés
NeMo garak CLI reference for audit configs, targets, and jobs. Use when the task involves audit configurations, audit targets, audit jobs, vulnerability scanning, probes, or `nemo garak` CLI commands.
Idioma del texto original: inglés
NeMo Helix evaluator playbook covering metrics, synchronous metric runs, and asynchronous metric jobs through the platform SDK.
Idioma del texto original: inglés
NeMo Helix Evals SDK-first rubric-to-eval guide for BYOB (Bring Your Own Benchmark): parse domain expert rubrics, choose composable evaluation primitives, generate human-reviewable eval configs/artifacts, and run reproducible exact, numeric, LLM-as-judge,…
Idioma del texto original: inglés
End-to-end guide for getting evaluation data into NeMo Helix Intake so it shows up in the Experiments leaderboard. Create an Experiment, create an Evaluation, then log traces and evaluator results via ATIF (Harbor), chat-completions, or OTLP and view the…
Idioma del texto original: inglés
End-to-end NeMo Helix recipe for domain embedding and reranking fine-tuning: Data Designer retrieval-generate/prepare, Automodel bi_encoder/cross_encoder, Evaluator retrieve-eval on frozen eval_beir (NIM providers via Deployment Manager). Use when the user…
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
Analyze an agent's production traces to find recurring failure patterns and record each as an Insight. Surveys spans, evaluator scores, and user feedback across many sessions, clusters similar failures, then files every finding as a titled Insight carrying…
Idioma del texto original: inglés
Generates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, image AI, video AI, coding agents, etc.). Does not activate for general…
Idioma del texto original: inglés
NeMo Helix model and dataset CRUD lifecycle through the platform SDK, with strict field matching on final verification entities.
Idioma del texto original: inglés
NeMo Helix model and dataset CRUD lifecycle through the platform SDK, with strict field matching on final verification entities.
Idioma del texto original: inglés
Instrument agents, ingest telemetry into NeMo Intake, and query spans, traces, sessions, and evaluator results. Use when connecting agent code or existing telemetry to Intake, choosing among OTLP, chat-completions, or ATIF, checking Intake and ClickHouse…
Idioma del texto original: inglés
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…
Idioma del texto original: inglés
Defines NemoEntity subclasses and uses NemoEntitiesClient for CRUD in the NeMo Helix 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 building…
Idioma del texto original: inglés
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…
Idioma del texto original: inglés
Calls NeMo Helix 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…
Idioma del texto original: inglés
Builds HTTP service surfaces for NeMo Helix 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.…
Idioma del texto original: inglés
Use when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline.
Idioma del texto original: inglés
Author and validate Platform-managed NeMo Agents agent.yaml files using the nemo-agents-spec-v1 format. Use when the user wants to create, edit, validate, or adapt an agent.yaml file, choose a supported harness, add instructions, skills, MCP servers, tools,…
Idioma del texto original: inglés
Read-only dashboard for NeMo Helix. Combines platform health, deployed agents, registered providers, and available models into a single view. Use over generic status checks for any NeMo Helix dashboard request.
Idioma del texto original: inglés
End-to-end reference for inference on the NeMo Helix — registering LLM backends as ModelProviders, wiring them to VirtualModels with Switchyard middleware (random routing, stage routing, capability classification) and `nemo-guardrails` content-safety rails,…
Idioma del texto original: inglés
Invokes an existing NeMo Helix agent through a named deployment or directly from a local agent YAML config. Use to try, test, or query an agent and inspect its response.
Idioma del texto original: inglés
Copia este prompt en el asistente de IA que estés usando.
Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/NVIDIA-NeMo/nemo-helix.No se ha podido cargar el README. Puedes seguir explorando los Skills del repositorio a continuación.