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NVIDIA Recipes

Reusable agent workflows authored or maintained by NVIDIA, designed as practical starting points that developers can inspect, adapt, and deploy with NemoClaw.

NVIDIA recipe

Agentic AI Learning Path

Helps learners work through the seven-module Build an Agent workshop in JupyterLab with an AI tutor that explains concepts, offers graduated hints, and checks progress inside an OpenShell sandbox.

  • 🎓 Academia/Education
Requirements & limits
Linux · Docker · OpenShell · inference, NVIDIA, and Tavily API keys · Slack or Outlook · CPU-first; module 4 training is read-through

NVIDIA recipe

Kubernetes GPU Autoscaling

Helps Kubernetes operators match GPU inference capacity to demand by pairing a CPU-only OpenShell sandbox with Ollama replicas that scale on utilization or latency and return to one after load.

  • ☁️ Cloud Services
Requirements & limits
Kubernetes 1.25+ · Helm 3 · NVIDIA GPU Operator/DCGM · Metrics Server · Docker Buildx + registry · OpenShell + Agent Sandbox CRDs pinned in versions.env · OIDC or acknowledged isolated-eval exception · experimental

NVIDIA recipe

Memory-Driven Chief of Staff

Builds a revisable local memory from email and Slack, then ranks obligations against the user's priorities while preserving pins and ignores without changing source systems.

  • ✨ Other
Requirements & limits
Python 3.10+ · scheduled use: a Linux NemoHermes sandbox, Hermes 0.19+, and an inference provider API key · provider setup helpers: Linux/WSL · Slack and Microsoft Graph collectors optional

NVIDIA recipe

NV Tech Assistant

Helps developers choose and troubleshoot NVIDIA technologies by searching allowlisted documentation, repositories, model catalogs, and forums for current, evidence-linked answers.

  • 🖥️ Hardware/Semiconductor
Requirements & limits
Docker · NemoClaw · NVIDIA Endpoints API key · optional Brave Search · no offline corpus

NVIDIA recipe

Payment Operations Hermes Assistant

Helps payment operators screen synthetic outbound payments, explain holds, and prepare review packets while OpenShell keeps final release authority with a human outside the Hermes sandbox.

  • 💳 Financial Services
Requirements & limits
Linux · Docker Compose · OpenShell 0.0.53 · OpenAI-compatible inference API key · synthetic data only

NVIDIA recipe

PR Review Advisor

Helps maintainers review exact pull request heads through staged, repository-aware Hermes analysis, producing attested JSON and Markdown findings for inspection before optional publication.

  • ✨ Other
Requirements & limits
Linux + Docker · OpenShell 0.0.85 · Node.js 22.19+ · inference provider API key or existing provider · GitHub.com self-hosted runner for the generated workflow

NVIDIA recipe

PR Test Case Assistant

Helps quality engineers turn public GitHub pull request descriptions and bounded diffs into Slack briefs and proposed, unexecuted feature test cases with source evidence.

  • ✨ Other
Requirements & limits
NemoClaw + Docker · Slack app with Socket Mode · Slack bot + app access tokens · inference provider API key · public GitHub only

NVIDIA recipe

Sandboxed Hermes Bot Team

A team of Hermes bots you talk to from Hermes Desktop, one NemoClaw sandbox each. A bot reaches only what its policy names, and when it needs something it cannot reach, it asks a teammate.

  • ✨ Other
Requirements & limits
Linux host or macOS with Colima · Docker · OpenShell and NemoClaw · Hermes 0.21 on the host · OpenAI-compatible inference endpoint · optional GPU for the video example

NVIDIA recipe

Video Search and Summarization

Helps video analysts and engineers deploy and operate NVIDIA VSS profiles by chat, using a sandboxed agent that runs the Compose deployment through a host-side MCP server and reports the result.

  • ✨ Other
Requirements & limits
Linux GPU host · Docker with the NVIDIA runtime · Python 3.11+ for the notebooks · NGC API key · agent model provider · VSS repository develop branch · large container image and model pulls

Partner Recipes

Reusable NemoClaw agent workflows contributed by partner organizations, with attribution and implementation guidance preserved from each contributor.

Partner recipe · BlueTier Operations

x402 Payment Gate

Demonstrates a maker-checker gate for x402 payments: a sandboxed agent submits intents, while a host-side Blackwall verdict controls mock signing and settlement before any signature exists.

  • 💳 Financial Services
Requirements & limits
Python 3 · Docker + OpenShell for sandbox checks · Blackwall service · simulated signing/no real money

Partner recipe · HPE

Retail Assistant

Helps store employees check inventory and sales or request transfers and reorders through role-aware Telegram conversations scoped to their assigned store.

  • 🛍️ Retail/Consumer Packaged Goods
Requirements & limits
Telegram bot · tool-calling OpenAI-compatible LLM · Docker Compose or Kubernetes + Helm · demo identity mapping

Partner recipe · Shrike Security, Inc.

Shrike Security Action Governance

Adds defense-in-depth action governance through an in-sandbox hook that checks each OpenClaw tool call against server-side Shrike policy and blocks prohibited or approval-required calls.

  • ✨ Other
Requirements & limits
NemoClaw/OpenShell · Node.js + npm · inference provider · Shrike API key · in-sandbox defense-in-depth only

Partner recipe · Tavily

Watchtower

Tracks what changed across chosen web topics and why it matters, producing scheduled, deduplicated Markdown digests and JSON changelogs with source citations.

  • ✨ Other
Requirements & limits
Docker · NemoClaw · Tavily and inference provider API keys · one-time operator.admin approval

Community Recipes

Reusable NemoClaw agent workflows contributed independently by community members, offering practical starting points for adaptation and experimentation.

Community recipe

Axe A11y Browser Auditor

Helps web teams find WCAG issues through a dedicated sandbox and host-side real Chrome, returning rule-level findings with optional screenshots, PDFs, recordings, and network traces.

  • 🌐 Consumer Internet
Requirements & limits
Docker 24+ with Compose · linux/amd64 or Docker Desktop emulation · dedicated OpenShell/NemoClaw sandbox

Community recipe

Deep Research Worker

Adds asynchronous research to a sandbox, so users can queue long-running jobs on a host-side worker, monitor persistent task state, and return later for text or JSON results.

  • ✨ Other
Requirements & limits
Docker Compose · dedicated OpenShell/NemoClaw sandbox · OpenAI-compatible inference endpoint + API key · no readiness guarantee

NVIDIA Field Demos

Bounded NemoClaw demonstrations built for specific NVIDIA field scenarios, hardware, or software environments rather than general-purpose deployment.

NVIDIA field demo

Build-a-Claw Tutorial

Guides DGX Spark users through serving local multimodal models with llama.cpp, connecting an agent harness, and trying coding, vision, browser, messaging, and speech workflows.

  • 🎓 Academia/Education
  • Build-a-Claw
Requirements & limits
NVIDIA DGX Spark · Ubuntu with sudo, CUDA build tools, Node.js 24.15.0, Python 3, internet, and storage for large GGUF downloads · optional external accounts and device permissions

NVIDIA field demo

DGX Station Blender and Omniverse

Lets users direct a specialized Hermes agent on DGX Station across Blender and NVIDIA Omniverse workflows, producing scene edits, OVRTX renders, native OVPhysX simulations, and replay evidence.

  • 🎬 Media & Entertainment
Requirements & limits
DGX Station · Ubuntu 24.04 ARM64 · GB300 + RTX GPU · Blender 5.1.x + OVRTX/OVPhysX · local vLLM with Nemotron 3 Ultra · Hugging Face read access token

Developer Tools

Standalone utilities that help developers build, evaluate, inspect, or operate NemoClaw agents without defining an end-user agent workflow.

Developer tool

Agent Memory Benchmark

Measures memory built from synthetic email and chat, asks 186 questions on one corpus and 96 on a second, and reports accuracy by question type with ingest and answer token costs.

  • ✨ Other
Requirements & limits
Python 3.9+ · pytest and tesseract for offline checks · endpoint and adapter for live scoring

Developer tool

Harness Engineering Playground

Provides an experimental loop for tuning DeepAgents harness profiles against behavioral evaluations, keeping fixes that pass verification and rolling back rejected edits.

  • ✨ Other
Requirements & limits
Python 3.11+ · uv · DeepAgents submodule + extra · proposer and target-model API keys · experimental/not for production