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SkillsMP a collecté 85 skills depuis NVIDIA-NeMo/nemo-platform. Ouvrez un skill pour examiner sa source et ses détails.
Affichage de 40 skills collectés sur 85.
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…
Langue du texte source : anglais
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,…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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 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
NeMo Platform model and dataset CRUD lifecycle through the platform SDK, with strict field matching on final verification entities.
Langue du texte source : anglais
NeMo Platform evaluator playbook covering metrics, synchronous metric runs, and asynchronous metric jobs through the platform SDK.
Langue du texte source : anglais
platform fileset and file CRUD playbook with the exact `nemo_api(resource='files'|'files.filesets', ...)` sequence used by harbor benchmarks. Use when the task involves filesets, file uploads/downloads, `verify.txt`, `harbor-test-fileset`, or…
Langue du texte source : anglais
Create, validate, attach, inspect, update, or remove NeMo Guardrails configurations through the NeMo Platform SDK.
Langue du texte source : anglais
NeMo Platform inference provider registration lifecycle through the platform SDK (secret -> create temp provider -> verify -> delete -> create final provider).
Langue du texte source : anglais
NeMo Platform secret CRUD lifecycle through the platform SDK.
Langue du texte source : anglais
NeMo Platform workspace CRUD playbook through `nemo_api(resource='workspaces')`. Use for workspace creation, listing, retrieval, or deletion.
Langue du texte source : anglais
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,…
Langue du texte source : anglais
End-to-end NeMo Platform agent implementation from an approved Ethos. Registers and deploys the agent, generates evaluation data, runs evaluation, and signs off. Use for full Ethos-to-deployed-agent work, including builds from an existing legacy NAT workflow.
Langue du texte source : anglais
Captures a NeMo Platform agent Ethos as a durable artifact at agents/<name>-ethos/ETHOS.md. Validates the front matter and required markdown sections, writes the file, and uploads it to a NeMo Filesets fileset (the canonical copy). The Ethos location is fully…
Langue du texte source : anglais
Captures what a NeMo Platform agent should do before any code or YAML. Explores the user's codebase and docs first, then asks one intent question at a time for what source cannot supply. Output feeds nemo-ethos. Use over generic brainstorming for any NeMo…
Langue du texte source : anglais
Recommends an LLM for a NeMo Platform agent based on what the agent actually has to do, explained in plain English before any benchmark name appears. Use when the user is choosing a model for a new agent, assessing a model they already selected, or deciding…
Langue du texte source : anglais
Top-level skill selector for ambiguous tasks involving NeMo Platform (NVIDIA's agent platform). Picks the right downstream skill for setup, design, specification, agent configuration, build, deployment, testing, observability, status, teardown, evaluation,…
Langue du texte source : anglais
Guided shutdown of NeMo Platform. Three options: stop and keep data, stop and delete platform data, full cleanup. Always confirms before destructive action. Use over generic shutdown or cleanup skills for any NeMo Platform teardown task.
Langue du texte source : anglais
Invokes an existing NeMo Platform 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.
Langue du texte source : anglais
Improve an existing NeMo agent's source or harness from an Insight or explicit Harbor-compatible evaluation datasets. Run the Experimentalist to propose and validate candidate code changes, then optionally publish a changed winner as a draft PR or MR.
Langue du texte source : anglais
Use when eval-author has routed to this sub-flow for one Intake trace. Do not use for instrumenting agents, ingesting telemetry, importing a trace store, verifying ingest, or querying Intake outside Eval Author; those belong to nemo-intake.
Langue du texte source : anglais
Use NeMo Safe Synthesizer from the NMP plugin through platform job creation, configuration, troubleshooting, artifacts, privacy settings, PII replacement, and evaluation reports. Use when the user asks about safe-synthesizer, NeMo Safe Synthesizer, synthetic…
Langue du texte source : anglais
End-to-end guide for getting evaluation data into NeMo Platform 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…
Langue du texte source : anglais
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…
Langue du texte source : anglais
Use when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline.
Langue du texte source : anglais
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.
Langue du texte source : anglais
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…
Langue du texte source : anglais
Deploys an already-built NAT agent as a policy-governed OpenShell sandbox on a local NeMo Platform, so the same agent image gets Landlock filesystem isolation and a pure default-deny network policy (the sandbox reaches nothing on the network directly; its…
Langue du texte source : anglais
Record whether a repository's Harbor evaluations are ready to run, and prove it with Harbor's own validators instead of guessing. Finds every repository-owned job config, dataset, and task directory, then makes Harbor judge each config: schema, job…
Langue du texte source : anglais
Evaluate models, datasets, and agents with the NeMo Evaluator plugin. Use for metric selection, SDK checks, platform jobs, and result retrieval.
Langue du texte source : anglais
NeMo Evaluator 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,…
Langue du texte source : anglais
Reference hub for implementing UI changes in Studio. Use whenever building or modifying Studio frontend UI — pages, components, tables, panels, empty states, and other shared patterns. Routes to the standardized references below.
Langue du texte source : anglais
Build, modify, debug, or optimize agents using NVIDIA-labs OO Agents (NOOA). Use for nooa.Agent subclasses, ellipsis generation methods, CodeAct or Predict strategies, ShellTools, Skill/TextSkill, context and persistence, MCP, tracing, middleware, channels,…
Langue du texte source : anglais
NeMo Iron Swarm CLI reference for red-teaming and hardening NAT agents. Use when the task involves attacking, red-teaming, hardening, or running a security war-game against an agent, or any `nemo iron-swarm` CLI command.
Langue du texte source : anglais
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
NeMo Platform model and dataset CRUD lifecycle through the platform SDK, with strict field matching on final verification entities.
Langue du texte source : anglais
NeMo Platform evaluator playbook covering metrics, synchronous metric runs, and asynchronous metric jobs through the platform SDK.
Langue du texte source : anglais
platform fileset and file CRUD playbook with the exact `nemo_api(resource='files'|'files.filesets', ...)` sequence used by harbor benchmarks. Use when the task involves filesets, file uploads/downloads, `verify.txt`, `harbor-test-fileset`, or…
Langue du texte source : anglais
NeMo Platform inference provider registration lifecycle through the platform SDK (secret -> create temp provider -> verify -> delete -> create final provider).
Langue du texte source : anglais