{
  "schemaVersion": "1.0",
  "item": {
    "slug": "expanso-edge",
    "name": "expanso",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/aronchick/expanso-edge",
    "canonicalUrl": "https://clawhub.ai/aronchick/expanso-edge",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/expanso-edge",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=expanso-edge",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "INSTALL.txt",
      "SKILL.md"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/expanso-edge"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/expanso-edge",
    "agentPageUrl": "https://openagent3.xyz/skills/expanso-edge/agent",
    "manifestUrl": "https://openagent3.xyz/skills/expanso-edge/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/expanso-edge/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Expanso Skills for OpenClaw",
        "body": "Deploy data processing pipelines to your local Expanso Edge. Skills run locally, keeping credentials secure and enabling offline operation."
      },
      {
        "title": "What is Expanso?",
        "body": "Expanso Edge — Local runtime that executes pipelines on your machine\nExpanso Cloud — Orchestrates and deploys pipelines to your Edge nodes\nExpanso Skills — Pre-built pipelines for common data tasks"
      },
      {
        "title": "1. Create an Expanso Cloud account",
        "body": "Go to cloud.expanso.io and sign up\nCreate a new organization (or use an existing one)\nNote your Cloud Endpoint URL (e.g., https://abc123.us1.cloud.expanso.io)"
      },
      {
        "title": "2. Install the tools",
        "body": "# Install Expanso Edge (local runtime)\ncurl -fsSL https://get.expanso.io/edge/install.sh | bash\n\n# Install Expanso CLI (deploy to cloud)\ncurl -fsSL https://get.expanso.io/cli/install.sh | sh"
      },
      {
        "title": "3. Get a Bootstrap Token",
        "body": "In Expanso Cloud, go to Settings → Edge Nodes\nClick \"Add Edge Node\"\nCopy the Bootstrap URL and Bootstrap Token"
      },
      {
        "title": "4. Connect your Edge to the Cloud",
        "body": "# Set the bootstrap URL and token from Expanso Cloud\nexport EXPANSO_EDGE_BOOTSTRAP_URL=\"https://start.cloud.expanso.io\"\nexport EXPANSO_EDGE_BOOTSTRAP_TOKEN=\"your-token-from-cloud\"\n\n# Start Edge (it will register automatically)\nexpanso-edge\n\nThis connects your local Edge node to your Expanso Cloud organization. Your Edge will now receive pipeline deployments from the cloud."
      },
      {
        "title": "5. Deploy a skill",
        "body": "# Browse skills at https://skills.expanso.io\n# Then deploy one:\nexpanso-cli job deploy https://skills.expanso.io/text-summarize/pipeline-cli.yaml\n\nThe pipeline will be deployed through Expanso Cloud to your local Edge node."
      },
      {
        "title": "Available Skills",
        "body": "Browse 172+ skills at skills.expanso.io:\n\nCategoryExamplesAItext-summarize, image-describe, audio-transcribeSecuritypii-redact, secrets-scan, hash-digestTransformsjson-pretty, csv-to-json, array-filterUtilitiesuuid-generate, email-validate, mime-type"
      },
      {
        "title": "Example: PII Redaction",
        "body": "Ask OpenClaw to redact sensitive data:\n\n\"Redact the PII from this customer feedback\"\n\nOpenClaw will use the pii-redact skill running on your local Expanso Edge to process the data — your API keys and data never leave your machine."
      },
      {
        "title": "How It Works",
        "body": "┌─────────────┐     ┌───────────────┐     ┌──────────────┐\n│  OpenClaw   │────▶│ Expanso Edge  │────▶│ Your Data    │\n│  (asks)     │     │ (processes)   │     │ (stays local)│\n└─────────────┘     └───────────────┘     └──────────────┘\n                           │\n                    ┌──────┴──────┐\n                    │Expanso Cloud│\n                    │(orchestrates)│\n                    └─────────────┘"
      },
      {
        "title": "Resources",
        "body": "Skills Marketplace — Browse and deploy skills\nExpanso Cloud — Manage your Edge nodes\nDocumentation — Full guides and API reference\nGitHub — Skill source code"
      }
    ],
    "body": "Expanso Skills for OpenClaw\n\nDeploy data processing pipelines to your local Expanso Edge. Skills run locally, keeping credentials secure and enabling offline operation.\n\nWhat is Expanso?\nExpanso Edge — Local runtime that executes pipelines on your machine\nExpanso Cloud — Orchestrates and deploys pipelines to your Edge nodes\nExpanso Skills — Pre-built pipelines for common data tasks\nSetup\n1. Create an Expanso Cloud account\nGo to cloud.expanso.io and sign up\nCreate a new organization (or use an existing one)\nNote your Cloud Endpoint URL (e.g., https://abc123.us1.cloud.expanso.io)\n2. Install the tools\n# Install Expanso Edge (local runtime)\ncurl -fsSL https://get.expanso.io/edge/install.sh | bash\n\n# Install Expanso CLI (deploy to cloud)\ncurl -fsSL https://get.expanso.io/cli/install.sh | sh\n\n3. Get a Bootstrap Token\nIn Expanso Cloud, go to Settings → Edge Nodes\nClick \"Add Edge Node\"\nCopy the Bootstrap URL and Bootstrap Token\n4. Connect your Edge to the Cloud\n# Set the bootstrap URL and token from Expanso Cloud\nexport EXPANSO_EDGE_BOOTSTRAP_URL=\"https://start.cloud.expanso.io\"\nexport EXPANSO_EDGE_BOOTSTRAP_TOKEN=\"your-token-from-cloud\"\n\n# Start Edge (it will register automatically)\nexpanso-edge\n\n\nThis connects your local Edge node to your Expanso Cloud organization. Your Edge will now receive pipeline deployments from the cloud.\n\n5. Deploy a skill\n# Browse skills at https://skills.expanso.io\n# Then deploy one:\nexpanso-cli job deploy https://skills.expanso.io/text-summarize/pipeline-cli.yaml\n\n\nThe pipeline will be deployed through Expanso Cloud to your local Edge node.\n\nAvailable Skills\n\nBrowse 172+ skills at skills.expanso.io:\n\nCategory\tExamples\nAI\ttext-summarize, image-describe, audio-transcribe\nSecurity\tpii-redact, secrets-scan, hash-digest\nTransforms\tjson-pretty, csv-to-json, array-filter\nUtilities\tuuid-generate, email-validate, mime-type\nExample: PII Redaction\n\nAsk OpenClaw to redact sensitive data:\n\n\"Redact the PII from this customer feedback\"\n\nOpenClaw will use the pii-redact skill running on your local Expanso Edge to process the data — your API keys and data never leave your machine.\n\nHow It Works\n┌─────────────┐     ┌───────────────┐     ┌──────────────┐\n│  OpenClaw   │────▶│ Expanso Edge  │────▶│ Your Data    │\n│  (asks)     │     │ (processes)   │     │ (stays local)│\n└─────────────┘     └───────────────┘     └──────────────┘\n                           │\n                    ┌──────┴──────┐\n                    │Expanso Cloud│\n                    │(orchestrates)│\n                    └─────────────┘\n\nResources\nSkills Marketplace — Browse and deploy skills\nExpanso Cloud — Manage your Edge nodes\nDocumentation — Full guides and API reference\nGitHub — Skill source code"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/aronchick/expanso-edge",
    "publisherUrl": "https://clawhub.ai/aronchick/expanso-edge",
    "owner": "aronchick",
    "version": "1.0.2",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/expanso-edge",
    "downloadUrl": "https://openagent3.xyz/downloads/expanso-edge",
    "agentUrl": "https://openagent3.xyz/skills/expanso-edge/agent",
    "manifestUrl": "https://openagent3.xyz/skills/expanso-edge/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/expanso-edge/agent.md"
  }
}