{
  "schema_version": 4,
  "source": "https://github.com/NVIDIA/nemoclaw-community/tree/main/examples",
  "categories": [
    {
      "id": "nvidia-recipes",
      "label": "NVIDIA Recipes",
      "description": "Reusable agent workflows authored or maintained by NVIDIA, designed as practical starting points that developers can inspect, adapt, and deploy with NemoClaw.",
      "kind": "recipe",
      "provenance": "nvidia",
      "count": 10,
      "source_path": "examples/recipes/nvidia/README.md"
    },
    {
      "id": "partner-recipes",
      "label": "Partner Recipes",
      "description": "Reusable NemoClaw agent workflows contributed by partner organizations, with attribution and implementation guidance preserved from each contributor.",
      "kind": "recipe",
      "provenance": "partner",
      "count": 4,
      "source_path": "examples/recipes/partners/README.md"
    },
    {
      "id": "community-recipes",
      "label": "Community Recipes",
      "description": "Reusable NemoClaw agent workflows contributed independently by community members, offering practical starting points for adaptation and experimentation.",
      "kind": "recipe",
      "provenance": "community",
      "count": 2,
      "source_path": "examples/recipes/community/README.md"
    },
    {
      "id": "nvidia-field-demos",
      "label": "NVIDIA Field Demos",
      "description": "Bounded NemoClaw demonstrations built for specific NVIDIA field scenarios, hardware, or software environments rather than general-purpose deployment.",
      "kind": "demo",
      "provenance": null,
      "count": 2,
      "source_path": "examples/demos/field/README.md"
    },
    {
      "id": "developer-tools",
      "label": "Developer Tools",
      "description": "Standalone utilities that help developers build, evaluate, inspect, or operate NemoClaw agents without defining an end-user agent workflow.",
      "kind": "tool",
      "provenance": null,
      "count": 2,
      "source_path": "examples/tools/README.md"
    }
  ],
  "industries": [
    {
      "id": "academia-education",
      "label": "Academia/Education",
      "emoji": "🎓",
      "count": 2
    },
    {
      "id": "aec",
      "label": "AEC",
      "emoji": "🏗️",
      "count": 0
    },
    {
      "id": "aerospace",
      "label": "Aerospace",
      "emoji": "🚀",
      "count": 0
    },
    {
      "id": "agriculture",
      "label": "Agriculture",
      "emoji": "🌾",
      "count": 0
    },
    {
      "id": "automotive-transportation",
      "label": "Automotive/Transportation",
      "emoji": "🚗",
      "count": 0
    },
    {
      "id": "cloud-services",
      "label": "Cloud Services",
      "emoji": "☁️",
      "count": 1
    },
    {
      "id": "consumer-internet",
      "label": "Consumer Internet",
      "emoji": "🌐",
      "count": 1
    },
    {
      "id": "energy",
      "label": "Energy",
      "emoji": "⚡",
      "count": 0
    },
    {
      "id": "financial-services",
      "label": "Financial Services",
      "emoji": "💳",
      "count": 2
    },
    {
      "id": "gaming",
      "label": "Gaming",
      "emoji": "🎮",
      "count": 0
    },
    {
      "id": "hardware-semiconductor",
      "label": "Hardware/Semiconductor",
      "emoji": "🖥️",
      "count": 1
    },
    {
      "id": "health-and-life-sciences",
      "label": "Health and Life Sciences",
      "emoji": "🧬",
      "count": 0
    },
    {
      "id": "hpc-scientific-computing",
      "label": "HPC/Scientific Computing",
      "emoji": "🔬",
      "count": 0
    },
    {
      "id": "manufacturing",
      "label": "Manufacturing",
      "emoji": "🏭",
      "count": 0
    },
    {
      "id": "media-entertainment",
      "label": "Media & Entertainment",
      "emoji": "🎬",
      "count": 1
    },
    {
      "id": "public-sector",
      "label": "Public Sector",
      "emoji": "🏛️",
      "count": 0
    },
    {
      "id": "restaurant-quick-service",
      "label": "Restaurant/Quick Service",
      "emoji": "🍽️",
      "count": 0
    },
    {
      "id": "retail-consumer-packaged-goods",
      "label": "Retail/Consumer Packaged Goods",
      "emoji": "🛍️",
      "count": 1
    },
    {
      "id": "smart-cities-spaces",
      "label": "Smart Cities/Spaces",
      "emoji": "🏙️",
      "count": 0
    },
    {
      "id": "telecommunications",
      "label": "Telecommunications",
      "emoji": "📡",
      "count": 0
    },
    {
      "id": "other",
      "label": "Other",
      "emoji": "✨",
      "count": 11
    }
  ],
  "collections": [
    {
      "id": "build-a-claw",
      "browse_id": "build-a-claw",
      "label": "Build-a-Claw",
      "description": "Guided demos, tutorials, and reusable recipes created through the Build-a-Claw program, while every example keeps its canonical type, path, and contributor provenance.",
      "count": 1,
      "source_path": "examples/collections/build-a-claw/README.md"
    },
    {
      "id": "hackathon",
      "browse_id": "hackathon-recipes",
      "label": "Hackathon Recipes",
      "description": "A curated collection of NemoClaw recipes created for or featured in hackathons, while each recipe remains organized by its contributor provenance.",
      "count": 0,
      "source_path": "examples/collections/hackathon/README.md"
    }
  ],
  "examples": [
    {
      "id": "example-agentic-ai-learning-path",
      "title": "Agentic AI Learning Path",
      "description": "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.",
      "industry": {
        "id": "academia-education",
        "label": "Academia/Education",
        "emoji": "🎓"
      },
      "kind": "recipe",
      "provenance": "nvidia",
      "category": {
        "id": "nvidia-recipes",
        "label": "NVIDIA Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "Linux · Docker · OpenShell · inference, NVIDIA, and Tavily API keys · Slack or Outlook · CPU-first; module 4 training is read-through",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": null,
          "status": "not-applicable"
        },
        "harness": {
          "name": "Hermes",
          "version": "0.20.0",
          "status": "confirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "status": "unpinned",
        "evidence_paths": [
          "agents/hermes/Dockerfile"
        ],
        "reasons": [
          "Hermes harness 0.20.0 is confirmed by implementation evidence.",
          "OpenShell is not pinned to one exact version."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": "https://github.com/brevdev/workshop-build-an-agent",
      "source_path": "examples/recipes/nvidia/agentic-ai-learning-path/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/nvidia/agentic-ai-learning-path/README.md",
      "detail_url": "examples/recipes/nvidia/agentic-ai-learning-path/"
    },
    {
      "id": "example-developer-community-chief-of-staff",
      "title": "Developer Community Chief of Staff",
      "description": "Helps developer community leaders align priorities with demand by turning available GitHub, GitLab, forum, Slack, email, and web signals into evidence-grounded briefs, gaps, and follow-up recommendations.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "recipe",
      "provenance": "nvidia",
      "category": {
        "id": "nvidia-recipes",
        "label": "NVIDIA Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "Single Linux host · Docker · OpenShell · inference provider API key · Slack or Outlook",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": null,
          "status": "not-applicable"
        },
        "harness": {
          "name": "Hermes",
          "version": "0.20.0",
          "status": "confirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "0.0.85",
          "status": "unconfirmed"
        },
        "status": "unconfirmed",
        "evidence_paths": [
          "agents/hermes/Dockerfile"
        ],
        "reasons": [
          "Hermes harness 0.20.0 is confirmed by implementation evidence.",
          "OpenShell 0.0.85 is declared in the README but not statically confirmed."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/nvidia/developer-community-chief-of-staff/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/nvidia/developer-community-chief-of-staff/README.md",
      "detail_url": "examples/recipes/nvidia/developer-community-chief-of-staff/"
    },
    {
      "id": "example-kubernetes-gpu-autoscaling",
      "title": "Kubernetes GPU Autoscaling",
      "description": "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.",
      "industry": {
        "id": "cloud-services",
        "label": "Cloud Services",
        "emoji": "☁️"
      },
      "kind": "recipe",
      "provenance": "nvidia",
      "category": {
        "id": "nvidia-recipes",
        "label": "NVIDIA Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "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",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "v0.0.104",
          "status": "unconfirmed"
        },
        "harness": {
          "name": "OpenClaw",
          "version": "2026.7.1",
          "status": "unconfirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "0.0.85",
          "status": "unconfirmed"
        },
        "status": "unconfirmed",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw v0.0.104 is declared in the README but not statically confirmed.",
          "OpenClaw harness 2026.7.1 is declared in the README but not statically confirmed.",
          "OpenShell 0.0.85 is declared in the README but not statically confirmed.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/nvidia/kubernetes-gpu-autoscaling/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/nvidia/kubernetes-gpu-autoscaling/README.md",
      "detail_url": "examples/recipes/nvidia/kubernetes-gpu-autoscaling/"
    },
    {
      "id": "example-memory-driven-chief-of-staff",
      "title": "Memory-Driven Chief of Staff",
      "description": "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.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "recipe",
      "provenance": "nvidia",
      "category": {
        "id": "nvidia-recipes",
        "label": "NVIDIA Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "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",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-03",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "harness": {
          "name": "Hermes",
          "version": ">=0.19.0",
          "status": "unpinned"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "status": "unpinned",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw is not pinned to one exact version.",
          "Hermes harness is not pinned to one exact version.",
          "OpenShell is not pinned to one exact version.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 2 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/nvidia/memory-driven-chief-of-staff/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/nvidia/memory-driven-chief-of-staff/README.md",
      "detail_url": "examples/recipes/nvidia/memory-driven-chief-of-staff/"
    },
    {
      "id": "example-nv-tech-assistant",
      "title": "NV Tech Assistant",
      "description": "Helps developers choose and troubleshoot NVIDIA technologies by searching allowlisted documentation, repositories, model catalogs, and forums for current, evidence-linked answers.",
      "industry": {
        "id": "hardware-semiconductor",
        "label": "Hardware/Semiconductor",
        "emoji": "🖥️"
      },
      "kind": "recipe",
      "provenance": "nvidia",
      "category": {
        "id": "nvidia-recipes",
        "label": "NVIDIA Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "Docker · NemoClaw · NVIDIA Endpoints API key · optional Brave Search · no offline corpus",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "harness": {
          "name": "OpenClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "status": "unpinned",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw is not pinned to one exact version.",
          "OpenClaw harness is not pinned to one exact version.",
          "OpenShell is not pinned to one exact version.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/nvidia/nv-tech-assistant/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/nvidia/nv-tech-assistant/README.md",
      "detail_url": "examples/recipes/nvidia/nv-tech-assistant/"
    },
    {
      "id": "example-payment-operations-hermes-assistant",
      "title": "Payment Operations Hermes Assistant",
      "description": "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.",
      "industry": {
        "id": "financial-services",
        "label": "Financial Services",
        "emoji": "💳"
      },
      "kind": "recipe",
      "provenance": "nvidia",
      "category": {
        "id": "nvidia-recipes",
        "label": "NVIDIA Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "Linux · Docker Compose · OpenShell 0.0.53 · OpenAI-compatible inference API key · synthetic data only",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": null,
          "status": "not-applicable"
        },
        "harness": {
          "name": "Hermes",
          "version": "0.14.0",
          "status": "unconfirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "0.0.53",
          "status": "unconfirmed"
        },
        "status": "unconfirmed",
        "evidence_paths": [],
        "reasons": [
          "Hermes harness 0.14.0 is declared in the README but not statically confirmed.",
          "OpenShell 0.0.53 is declared in the README but not statically confirmed.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/nvidia/payment-ops-hermes/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/nvidia/payment-ops-hermes/README.md",
      "detail_url": "examples/recipes/nvidia/payment-ops-hermes/"
    },
    {
      "id": "example-pr-review-advisor",
      "title": "PR Review Advisor",
      "description": "Helps maintainers review exact pull request heads through staged, repository-aware Hermes analysis, producing attested JSON and Markdown findings for inspection before optional publication.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "recipe",
      "provenance": "nvidia",
      "category": {
        "id": "nvidia-recipes",
        "label": "NVIDIA Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "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",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": null,
          "status": "not-applicable"
        },
        "harness": {
          "name": "Hermes",
          "version": "0.18.0",
          "status": "unconfirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "0.0.85",
          "status": "unconfirmed"
        },
        "status": "unconfirmed",
        "evidence_paths": [],
        "reasons": [
          "Hermes harness 0.18.0 is declared in the README but not statically confirmed.",
          "OpenShell 0.0.85 is declared in the README but not statically confirmed.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/nvidia/pr-review-advisor/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/nvidia/pr-review-advisor/README.md",
      "detail_url": "examples/recipes/nvidia/pr-review-advisor/"
    },
    {
      "id": "example-pr-test-case-assistant",
      "title": "PR Test Case Assistant",
      "description": "Helps quality engineers turn public GitHub pull request descriptions and bounded diffs into Slack briefs and proposed, unexecuted feature test cases with source evidence.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "recipe",
      "provenance": "nvidia",
      "category": {
        "id": "nvidia-recipes",
        "label": "NVIDIA Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "NemoClaw + Docker · Slack app with Socket Mode · Slack bot + app access tokens · inference provider API key · public GitHub only",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "harness": {
          "name": "OpenClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "status": "unpinned",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw is not pinned to one exact version.",
          "OpenClaw harness is not pinned to one exact version.",
          "OpenShell is not pinned to one exact version.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/nvidia/pr-test-case-assistant/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/nvidia/pr-test-case-assistant/README.md",
      "detail_url": "examples/recipes/nvidia/pr-test-case-assistant/"
    },
    {
      "id": "example-sandboxed-hermes-bot-team",
      "title": "Sandboxed Hermes Bot Team",
      "description": "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.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "recipe",
      "provenance": "nvidia",
      "category": {
        "id": "nvidia-recipes",
        "label": "NVIDIA Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "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",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-05",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "harness": {
          "name": "Hermes",
          "version": "0.21.0",
          "status": "unconfirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "0.0.101",
          "status": "unconfirmed"
        },
        "status": "unpinned",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw is not pinned to one exact version.",
          "Hermes harness 0.21.0 is declared in the README but not statically confirmed.",
          "OpenShell 0.0.101 is declared in the README but not statically confirmed.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 0 days ago.",
        "tone": "green"
      },
      "upstream_url": "https://github.com/PicoNVIDIA/sandboxed-bots",
      "source_path": "examples/recipes/nvidia/sandboxed-hermes-bots/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/nvidia/sandboxed-hermes-bots/README.md",
      "detail_url": "examples/recipes/nvidia/sandboxed-hermes-bots/"
    },
    {
      "id": "example-video-search-and-summarization",
      "title": "Video Search and Summarization",
      "description": "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.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "recipe",
      "provenance": "nvidia",
      "category": {
        "id": "nvidia-recipes",
        "label": "NVIDIA Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "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",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-03",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "harness": {
          "name": null,
          "version": null,
          "status": "unknown"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "status": "unknown",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw is not pinned to one exact version.",
          "Harness name and version are not established.",
          "OpenShell is not pinned to one exact version.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 2 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/nvidia/video-search-and-summarization/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/nvidia/video-search-and-summarization/README.md",
      "detail_url": "examples/recipes/nvidia/video-search-and-summarization/"
    },
    {
      "id": "example-x402-payment-gate",
      "title": "x402 Payment Gate",
      "description": "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.",
      "industry": {
        "id": "financial-services",
        "label": "Financial Services",
        "emoji": "💳"
      },
      "kind": "recipe",
      "provenance": "partner",
      "category": {
        "id": "partner-recipes",
        "label": "Partner Recipes"
      },
      "contributor": "BlueTier Operations",
      "collections": [],
      "requirements": "Python 3 · Docker + OpenShell for sandbox checks · Blackwall service · simulated signing/no real money",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": null,
          "status": "not-applicable"
        },
        "harness": {
          "name": "Hermes",
          "version": "0.18.0",
          "status": "unconfirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": ">=0.0.85",
          "status": "unpinned"
        },
        "status": "unpinned",
        "evidence_paths": [],
        "reasons": [
          "Hermes harness 0.18.0 is declared in the README but not statically confirmed.",
          "OpenShell is not pinned to one exact version.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/partners/bluetier/x402-payment-gate/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/partners/bluetier/x402-payment-gate/README.md",
      "detail_url": "examples/recipes/partners/bluetier/x402-payment-gate/"
    },
    {
      "id": "example-retail-assistant",
      "title": "Retail Assistant",
      "description": "Helps store employees check inventory and sales or request transfers and reorders through role-aware Telegram conversations scoped to their assigned store.",
      "industry": {
        "id": "retail-consumer-packaged-goods",
        "label": "Retail/Consumer Packaged Goods",
        "emoji": "🛍️"
      },
      "kind": "recipe",
      "provenance": "partner",
      "category": {
        "id": "partner-recipes",
        "label": "Partner Recipes"
      },
      "contributor": "HPE",
      "collections": [],
      "requirements": "Telegram bot · tool-calling OpenAI-compatible LLM · Docker Compose or Kubernetes + Helm · demo identity mapping",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "harness": {
          "name": "OpenClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "status": "unpinned",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw is not pinned to one exact version.",
          "OpenClaw harness is not pinned to one exact version.",
          "OpenShell is not pinned to one exact version.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/partners/hpe/retail-assistant/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/partners/hpe/retail-assistant/README.md",
      "detail_url": "examples/recipes/partners/hpe/retail-assistant/"
    },
    {
      "id": "example-shrike-security-action-governance",
      "title": "Shrike Security Action Governance",
      "description": "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.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "recipe",
      "provenance": "partner",
      "category": {
        "id": "partner-recipes",
        "label": "Partner Recipes"
      },
      "contributor": "Shrike Security, Inc.",
      "collections": [],
      "requirements": "NemoClaw/OpenShell · Node.js + npm · inference provider · Shrike API key · in-sandbox defense-in-depth only",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": ">=v0.0.76",
          "status": "unpinned"
        },
        "harness": {
          "name": "OpenClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "status": "unpinned",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw is not pinned to one exact version.",
          "OpenClaw harness is not pinned to one exact version.",
          "OpenShell is not pinned to one exact version.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/partners/shrike/shrike-security/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/partners/shrike/shrike-security/README.md",
      "detail_url": "examples/recipes/partners/shrike/shrike-security/"
    },
    {
      "id": "example-watchtower",
      "title": "Watchtower",
      "description": "Tracks what changed across chosen web topics and why it matters, producing scheduled, deduplicated Markdown digests and JSON changelogs with source citations.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "recipe",
      "provenance": "partner",
      "category": {
        "id": "partner-recipes",
        "label": "Partner Recipes"
      },
      "contributor": "Tavily",
      "collections": [],
      "requirements": "Docker · NemoClaw · Tavily and inference provider API keys · one-time operator.admin approval",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "harness": {
          "name": "OpenClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "status": "unpinned",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw is not pinned to one exact version.",
          "OpenClaw harness is not pinned to one exact version.",
          "OpenShell is not pinned to one exact version.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/partners/tavily/watchtower/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/partners/tavily/watchtower/README.md",
      "detail_url": "examples/recipes/partners/tavily/watchtower/"
    },
    {
      "id": "example-axe-a11y-browser-auditor",
      "title": "Axe A11y Browser Auditor",
      "description": "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.",
      "industry": {
        "id": "consumer-internet",
        "label": "Consumer Internet",
        "emoji": "🌐"
      },
      "kind": "recipe",
      "provenance": "community",
      "category": {
        "id": "community-recipes",
        "label": "Community Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "Docker 24+ with Compose · linux/amd64 or Docker Desktop emulation · dedicated OpenShell/NemoClaw sandbox",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "harness": {
          "name": "OpenClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "status": "unpinned",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw is not pinned to one exact version.",
          "OpenClaw harness is not pinned to one exact version.",
          "OpenShell is not pinned to one exact version.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/community/axe-a11y-browser-auditor/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/community/axe-a11y-browser-auditor/README.md",
      "detail_url": "examples/recipes/community/axe-a11y-browser-auditor/"
    },
    {
      "id": "example-deep-research-worker",
      "title": "Deep Research Worker",
      "description": "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.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "recipe",
      "provenance": "community",
      "category": {
        "id": "community-recipes",
        "label": "Community Recipes"
      },
      "contributor": null,
      "collections": [],
      "requirements": "Docker Compose · dedicated OpenShell/NemoClaw sandbox · OpenAI-compatible inference endpoint + API key · no readiness guarantee",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "harness": {
          "name": "LangChain Deep Agents",
          "version": "0.7.5",
          "status": "unconfirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "Unpinned",
          "status": "unpinned"
        },
        "status": "unpinned",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw is not pinned to one exact version.",
          "LangChain Deep Agents harness 0.7.5 is declared in the README but not statically confirmed.",
          "OpenShell is not pinned to one exact version.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/recipes/community/deep-research-worker/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/recipes/community/deep-research-worker/README.md",
      "detail_url": "examples/recipes/community/deep-research-worker/"
    },
    {
      "id": "example-build-a-claw-tutorial",
      "title": "Build-a-Claw Tutorial",
      "description": "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.",
      "industry": {
        "id": "academia-education",
        "label": "Academia/Education",
        "emoji": "🎓"
      },
      "kind": "demo",
      "provenance": null,
      "category": {
        "id": "nvidia-field-demos",
        "label": "NVIDIA Field Demos"
      },
      "contributor": null,
      "collections": [
        "build-a-claw"
      ],
      "requirements": "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",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-03",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": null,
          "status": "not-applicable"
        },
        "harness": {
          "name": "OpenClaw",
          "version": "2026.7.1-2",
          "status": "unconfirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": null,
          "status": "not-applicable"
        },
        "status": "unconfirmed",
        "evidence_paths": [],
        "reasons": [
          "OpenClaw harness 2026.7.1-2 is declared in the README but not statically confirmed.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 2 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/demos/field/build-a-claw-tutorial/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/demos/field/build-a-claw-tutorial/README.md",
      "detail_url": "examples/demos/field/build-a-claw-tutorial/"
    },
    {
      "id": "example-dgx-station-blender-and-omniverse",
      "title": "DGX Station Blender and Omniverse",
      "description": "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.",
      "industry": {
        "id": "media-entertainment",
        "label": "Media & Entertainment",
        "emoji": "🎬"
      },
      "kind": "demo",
      "provenance": null,
      "category": {
        "id": "nvidia-field-demos",
        "label": "NVIDIA Field Demos"
      },
      "contributor": null,
      "collections": [],
      "requirements": "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",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": "v0.0.83",
          "status": "unconfirmed"
        },
        "harness": {
          "name": "Hermes",
          "version": "0.18.0",
          "status": "unconfirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": "0.0.72",
          "status": "unconfirmed"
        },
        "status": "unconfirmed",
        "evidence_paths": [],
        "reasons": [
          "NemoClaw v0.0.83 is declared in the README but not statically confirmed.",
          "Hermes harness 0.18.0 is declared in the README but not statically confirmed.",
          "OpenShell 0.0.72 is declared in the README but not statically confirmed.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/demos/field/blender-omniverse-dgx-station/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/demos/field/blender-omniverse-dgx-station/README.md",
      "detail_url": "examples/demos/field/blender-omniverse-dgx-station/"
    },
    {
      "id": "example-agent-memory-benchmark",
      "title": "Agent Memory Benchmark",
      "description": "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.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "tool",
      "provenance": null,
      "category": {
        "id": "developer-tools",
        "label": "Developer Tools"
      },
      "contributor": null,
      "collections": [],
      "requirements": "Python 3.9+ · pytest and tesseract for offline checks · endpoint and adapter for live scoring",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": null,
          "status": "not-applicable"
        },
        "harness": {
          "name": null,
          "version": null,
          "status": "not-applicable"
        },
        "openshell": {
          "name": "OpenShell",
          "version": null,
          "status": "not-applicable"
        },
        "status": "not-applicable",
        "evidence_paths": [],
        "reasons": [
          "This example declares no NemoClaw, harness, or OpenShell runtime."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/tools/agent-memory-benchmark/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/tools/agent-memory-benchmark/README.md",
      "detail_url": "examples/tools/agent-memory-benchmark/"
    },
    {
      "id": "example-harness-engineering-playground",
      "title": "Harness Engineering Playground",
      "description": "Provides an experimental loop for tuning DeepAgents harness profiles against behavioral evaluations, keeping fixes that pass verification and rolling back rejected edits.",
      "industry": {
        "id": "other",
        "label": "Other",
        "emoji": "✨"
      },
      "kind": "tool",
      "provenance": null,
      "category": {
        "id": "developer-tools",
        "label": "Developer Tools"
      },
      "contributor": null,
      "collections": [],
      "requirements": "Python 3.11+ · uv · DeepAgents submodule + extra · proposer and target-model API keys · experimental/not for production",
      "lifecycle": "Active",
      "reviewed": null,
      "last_activity": "2026-09-01",
      "stack": {
        "nemoclaw": {
          "name": "NemoClaw",
          "version": null,
          "status": "not-applicable"
        },
        "harness": {
          "name": "LangChain Deep Agents",
          "version": "0.6.12",
          "status": "unconfirmed"
        },
        "openshell": {
          "name": "OpenShell",
          "version": null,
          "status": "not-applicable"
        },
        "status": "unconfirmed",
        "evidence_paths": [],
        "reasons": [
          "LangChain Deep Agents harness 0.6.12 is declared in the README but not statically confirmed.",
          "No standardized runtime source was found; displayed values come from the README."
        ]
      },
      "maintenance": {
        "id": "current",
        "label": "Current",
        "summary": "Latest committed change or focused review was 4 days ago.",
        "tone": "green"
      },
      "upstream_url": null,
      "source_path": "examples/tools/harness-engineering-playground/README.md",
      "guide_url": "https://github.com/NVIDIA/nemoclaw-community/blob/main/examples/tools/harness-engineering-playground/README.md",
      "detail_url": "examples/tools/harness-engineering-playground/"
    }
  ]
}
