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- ▌ Nv Reason Cxr · promptingcompany bundleUsed for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. Not for diagnosis or clinical reporting.
- ▌ Nv Segment Ct · promptingcompany bundleUsed for running NV-Segment-CT VISTA3D on CT NIfTI volumes and recording label-map evidence.
- ▌ Nv Generate Mr · promptingcompany bundleUsed for generating synthetic body MRI volumes with NV-Generate-CTMR rflow-mr. Not for paired masks or production training data.
- ▌ Nv Segment Ctmr · promptingcompany bundleUsed for running NV-Segment-CTMR on CT or MRI NIfTI volumes and recording label-map evidence. Not for clinical interpretation.
- ▌ Cuopt User Rules · promptingcompany bundleBase rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server). Not for cuOpt internals — use cuopt-developer for those.
- ▌ Tao Run On Lepton · promptingcompany bundleDGX Cloud Lepton managed GPU compute platform with run/status/cancel interface. Use when submitting TAO jobs to DGX Cloud, dispatching training/eval/inference to Lepton GPU resources, or managing Lepton workspace deployments. Trigger phrases include "run on Lepton", "submit to DGX Cloud", "Lepton job", "managed GPU on DGX Cloud".
- ▌ Nv Generate Ct Rflow · promptingcompany bundleUsed for generating synthetic CT volumes and masks with NV-Generate-CTMR rflow-ct. Not for production training data without review.
- ▌ Nv Generate Mr Brain · promptingcompany bundleUsed for generating synthetic brain MRI volumes with NV-Generate-CTMR rflow-mr-brain. Not for production training data.
- ▌ Nv Segment Ct Finetune · promptingcompany bundleUsed for smoke or dataset finetuning of NV-Segment-CT VISTA3D on CT NIfTI labels. Not for clinical validation.
- ▌ Nv Generate Vae Finetune · promptingcompany bundleUsed for finetuning the NV-Generate-CTMR MAISI VAE from CT/MRI NIfTI datalists. Not for clinical or production data approval.
- ▌ Nemo Data Designer Plugin · promptingcompany bundleUse when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline.
- ▌ Nemo Mbridge Perf Cuda Graphs · promptingcompany bundleValidate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.
- ▌ Nv Generate Mr Brain Finetune · promptingcompany bundleUsed for finetuning NV-Generate-CTMR MR-brain diffusion UNet from a NIfTI datalist. Not for clinical or production data approval.
- ▌ Nemo Mbridge Perf Memory Tuning · promptingcompany bundleTechniques for reducing peak GPU memory in Megatron Bridge — expandable segments, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes.
- ▌ Nemo Mbridge Recipe Recommender · promptingcompany bundleRecommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal. Indexes library recipes (pretrain/SFT/PEFT) and performance recipes.
- ▌ Nemo Mbridge Perf Moe Comm Overlap · promptingcompany bundleMoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling.
- ▌ Nemo Mbridge Perf Sequence Packing · promptingcompany bundleValidate and use packed sequences and long-context training in Megatron-Bridge, distinguishing offline packed SFT for LLMs from in-batch packing for VLMs, and applying the right CP constraints.
- ▌ Nemo Mbridge Perf Expert Parallel Overlap · promptingcompany bundleValidate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as DeepEP and HybridEP.
- ▌ Nemoclaw User Overview · promptingcompany bundleExplains how OpenClaw, OpenShell, and NemoClaw form the ecosystem, NemoClaw's position in the stack, what NemoClaw adds beyond the community sandbox, and when to prefer NemoClaw versus integrating OpenShell and OpenClaw directly. Use when users ask about the relationship between OpenClaw, OpenShell, and NemoClaw, or when to use NemoClaw versus OpenShell. Trigger keywords - nemoclaw ecosystem, openclaw openshell, nemoclaw vs openshell, sandboxed openclaw, how nemoclaw works, nemoclaw sandbox lifecycle blueprint, nemoclaw overview, openclaw always-on assistants, nvidia openshell, nvidia nemotron, nemoclaw release notes, nemoclaw changelog.
- ▌ Nemoclaw User Agent Skills · promptingcompany bundleDescribes the agent skills shipped with NemoClaw and how to access them by cloning the repository. Use when users ask about AI agent support, coding assistant integration, or the .agents/skills/ directory. Trigger keywords - nemoclaw agent skills, ai coding assistant, cursor, claude code, copilot.
- ▌ Nemoclaw User Monitor Sandbox · promptingcompanyInspects sandbox health, traces agent behavior, and diagnoses problems. Use when monitoring a running sandbox, debugging agent issues, or checking sandbox logs. Trigger keywords - monitor nemoclaw sandbox, debug nemoclaw agent issues.
- ▌ Cuopt Server Common · promptingcompany bundlecuOpt REST server — what it does and how requests flow. Domain concepts; no deploy or client code.
- ▌ Skill Card Generator · promptingcompany bundleUse only to generate or update a governance skill card for a specified existing agent skill directory. Do not use for explaining, listing, comparing, or discussing skill capabilities.
- ▌ Cuopt Skill Evolution · promptingcompany bundleAfter solving a non-trivial problem, detect generalizable learnings and propose skill updates. Always active — applies to every interaction.
- ▌ Cuopt Routing Formulation · promptingcompany bundleVehicle routing (VRP, TSP, PDP) — problem types and data requirements. Domain concepts; no API or interface.
- ▌ Digital Health Clinical Asr Eval · promptingcompany bundleStage 3 of Clinical ASR Flywheel. Score a NeMo manifest, produce the five-section KER leaderboard (by-ipa_source diagnostic). Not for ASR auth (/riva-asr).
- ▌ Digital Health Clinical Asr Build · promptingcompany bundleStage 2 of the Clinical ASR Flywheel. Use when curating clinical terms, tagging IPA, and synthesizing a NeMo manifest. NOT for scoring (use /digital-health-clinical-asr-eval).
- ▌ Digital Health Clinical Asr Setup · promptingcompany bundleStage 1 of Clinical ASR Flywheel. Use when bootstrapping a cycle: NVCF+MW disclosure, NVIDIA_API_KEY check, deps install, TTS+ASR smoke test.
- ▌ Skills Admin · promptingcompany bundleAdministrative workflows for the agent-skills repository. Use when the user wants to contribute a skill, open a pull request, or update an already-installed skill to the latest version. Trigger when users say: "open a PR", "submit my changes", "push this skill", "update my skills", "update the skills repo", or "how do I contribute a skill".
- ▌ Signal Config · promptingcompany bundleGenerates YAML signal configs for agent simulation experiments. Use when the user wants to define what signals to track, how to extract them from run artifacts, and how to aggregate them into experiment-level metrics. Trigger when users say: "generate a signal config", "create signals for my experiment", "I want to track [metric]", "write a signal YAML", "set up extraction for [thing]", "how do I measure [behavior] across runs", "configure signals for [experiment]", "create a signal config", "create signal config file", or "build a signal config".
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- ▌ Setup Experiment · promptingcompany bundleEnd-to-end interactive workflow — pick a product, then either run existing tasks and environments (Path A) or set up new ones from docs, suggested tasks, credentials, and templates (Path B). Builds the experiment, attaches signals, and optionally triggers the first iteration. For high-stakes customer deliverables, Usability Benchmark Design generates a rigorous, demand-ranked, two-arm friction-delta benchmark instead of quick suggestions. For product comparisons, Cross-Product Benchmark creates shared use-case configuration, then one product-scoped TPC experiment per provider. Trigger when users say: "set up an experiment", "create an experiment", "I want to run an experiment", "run my tasks", "setup experiment", "new experiment", "configure an experiment", "experiment setup", "usability benchmark", "friction delta", "skill-off vs skill-on", "does the skill help", "compare products", "benchmark products", "compare providers", "same tasks across products", or "PlanetScale vs Neon vs Supabase".
- ▌ Prompting Company · promptingcompany bundleBuild, debug, or plan work with The Prompting Company through its API, MCP Server, CLI, or SDK entrypoints. Use when the user needs public routes, OpenAPI schema guidance, TypeScript SDK integration, CLI workflows, MCP setup, content APIs, app publishing APIs, public markdown access, simulations, visibility analytics, authentication, or API key scopes.
- ▌ Analyze Experiment · promptingcompany bundleTurn a completed experiment iteration into an honest, evidence-backed analysis — a portable data dump, a markdown report, and a branded client-ready PDF. Pulls run data via the tpc CLI, scores each task, clusters friction by root cause (with a transcript example per claim), compares arms, and closes on agent-readiness gaps. Optionally produces a deeper no-fluff evidence report with prioritized actions and agent instructions. The natural companion to setup-experiment: setup → run → analyze. Trigger when users say: "analyze my experiment", "write the report", "experiment report", "analyze the results", "summarize the runs", "what happened in this iteration", "friction report", "report gen", "evidence-backed report", "no-fluff report", or "deep report".
- ▌ Generative Engine Optimization · promptingcompany bundleAgent simulation and GEO simulation prompt generation for AI visibility auditing. Use when the user wants to create simulation tasks via the TPC CLI, generate unbranded GEO prompts to test whether AI recommends a product, or run agent simulations.
- ▌ Aiq Research · promptingcompany bundleUse when asked to run deep research or AI-Q research through a reachable NVIDIA AI-Q Blueprint backend.
- ▌ Nemoclaw User · promptingcompany bundleUser-facing NemoClaw guidance for installing, configuring, operating, securing, monitoring, and troubleshooting NemoClaw sandboxes. Use when users ask about NemoClaw quickstarts, OpenClaw and OpenShell relationships, local inference, remote GPU deployment, sandbox lifecycle, network policy, security posture, agent skills, command reference, or issue triage instructions.
- ▌ Nemo Retriever · promptingcompany bundleUse this to pull a specific figure, fact, quote, or table value out of a collection of documents and cite the exact source file and page. Built for question-answering over a folder of reports — annual reports, 10-Ks and financial filings, research PDFs, scanned forms / images (`.jpg` `.png` `.tiff`), Office (`.docx` `.pptx`), HTML / TXT, audio, and video. It indexes the whole corpus once, then finds the right document among many and returns the value with its page number — useful when several documents or figures look alike and you need the correct one, not a near-match. Reach for it instead of reading or grepping PDFs one at a time. Not for: editing files, web browsing, a single plain-text file, fine-tuning.
- ▌ Cuopt Multi Objective Exploration · promptingcompany bundleTrace and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constraint).
- ▌ Nemo Automodel Recipe Development · promptingcompany bundleCreate and modify NeMo AutoModel training and evaluation recipes, including YAML structure, builders, and execution flow.
- ▌ Cuopt Numerical Optimization API C · promptingcompany bundleLP, MILP, and QP (beta) with cuOpt — C API only. Use when the user is embedding LP, MILP, or QP in C/C++.
- ▌ Cuopt Numerical Optimization API CLI · promptingcompany bundleLP, MILP, and QP (beta) with cuOpt — CLI only (MPS files, cuopt_cli). Use when the user is solving LP, MILP, or QP from MPS via command line.
- ▌ Cuopt Numerical Optimization API Python · promptingcompany bundleSolve LP, MILP, QP (beta) with cuOpt Python API — linear/quadratic objectives, integer variables, scheduling, portfolio, least squares.
- ▌ Nemoclaw User Reference · promptingcompany bundleDescribes the NemoClaw plugin and blueprint architecture and how they orchestrate the OpenClaw sandbox. Use when looking up architecture, plugin structure, or blueprint design. Trigger keywords - nemoclaw architecture, nemoclaw plugin blueprint structure, nemoclaw vs openshell, which cli, nemoclaw cli, openshell cli, sandbox commands, nemoclaw cli commands, nemoclaw command reference, nemoclaw network policy, sandbox egress control operator approval, nemoclaw troubleshooting, nemoclaw debug sandbox issues.
- ▌ Nemoclaw User Get Started · promptingcompany bundleInstalls NemoClaw, launches a sandbox, and runs the first agent prompt. Use when onboarding, installing, or launching a NemoClaw sandbox for the first time. Trigger keywords - nemoclaw quickstart, install nemoclaw openclaw sandbox, nemohermes quickstart, hermes agent nemoclaw, run hermes openshell sandbox, nemoclaw prerequisites, nemoclaw supported platforms, nemoclaw hardware software, nemoclaw windows wsl2 setup, nemoclaw install windows docker desktop.
- ▌ Nemoclaw User Deploy Remote · promptingcompany bundleExplains how to run NemoClaw on a remote GPU instance, including the deprecated Brev compatibility path and the preferred installer plus onboard flow. Use when deploying NemoClaw to a remote VM, onboarding a Brev instance, or migrating away from the legacy `nemoclaw deploy` wrapper. Trigger keywords - deploy nemoclaw remote gpu, nemoclaw brev cloud deployment, nemoclaw plugins, openclaw plugins, install openclaw plugin, nemoclaw onboard from dockerfile, nemoclaw brev web ui, nemoclaw getting started, brev quickstart, nvidia nemotron agent, nemoclaw sandbox hardening, container security, docker capabilities, process limits.
- ▌ Nemoclaw User Manage Policy · promptingcompany bundleAdds, removes, or modifies allowed endpoints in the sandbox policy. Use when customizing network policy, changing egress rules, or configuring sandbox endpoint access. Trigger keywords - customize nemoclaw network policy, sandbox egress policy configuration, nemoclaw integration policy examples, post-install policy setup, openshell approval workflow, policy preset, nemoclaw approve network requests, sandbox egress approval tui.
- ▌ Nemoclaw User Manage Sandboxes · promptingcompany bundleExplains operational tasks after the quickstart: listing sandboxes, status and health checks, logs, diagnostics, port forwards, multiple sandboxes, credential reset, rebuilds, network presets, upgrades, and uninstall. Trigger keywords - manage nemoclaw sandboxes, nemoclaw status, nemoclaw list, nemoclaw dashboard port, nemoclaw rebuild, nemoclaw upgrade sandboxes, nemoclaw uninstall, nemoclaw backup, nemoclaw restore, workspace backup, openshell sandbox download upload, nemoclaw messaging channels, nemoclaw telegram, nemoclaw discord, nemoclaw slack, openshell channel messaging, nemoclaw workspace files, soul.md, user.md, identity.md, agents.md, sandbox persistence.
- ▌ Nemoclaw User Configure Inference · promptingcompany bundleConnects NemoClaw to a local inference server. Use when setting up Ollama, vLLM, TensorRT-LLM, NIM, or any OpenAI-compatible local model server with NemoClaw. Trigger keywords - nemoclaw local inference, ollama nemoclaw, vllm nemoclaw, local model server, openai compatible endpoint, switch nemoclaw inference model, change inference runtime, nemoclaw additional model, nemoclaw sub-agent model, openclaw sub-agent, agents.list, sessions_spawn, vlm-demo, nemoclaw inference options, nemoclaw onboarding providers, nemoclaw inference routing.
- ▌ Nemoclaw User Triage Instructions · promptingcompanyAI-assisteds label triage instructions for NVIDIA/NemoClaw issues and PRs. Single source of truth for the nemoclaw-maintainer-triage CLI skill and the nvoss-velocity dashboard.