{
  "schemaVersion": "1.0",
  "item": {
    "slug": "lightrag",
    "name": "LightRAG Search Skill",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/RuslanLanket/lightrag",
    "canonicalUrl": "https://clawhub.ai/RuslanLanket/lightrag",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/lightrag",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=lightrag",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "scripts/query_lightrag.py",
      "references/API_DOCS.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": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.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/lightrag"
    },
    "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/lightrag",
    "agentPageUrl": "https://openagent3.xyz/skills/lightrag/agent",
    "manifestUrl": "https://openagent3.xyz/skills/lightrag/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/lightrag/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": "LightRAG Skill",
        "body": "This skill allows you to interact with one or more LightRAG API servers. You can perform queries in various modes (local, global, hybrid, mix, naive) and use the retrieved context for further processing."
      },
      {
        "title": "Configuration",
        "body": "The skill uses a configuration file at ~/.lightrag_config.json to store server details.\nFormat:\n\n{\n  \"servers\": {\n    \"alias1\": {\n      \"url\": \"http://server1:9621\",\n      \"api_key\": \"optional_key\"\n    },\n    \"alias2\": {\n      \"url\": \"http://server2:9621\",\n      \"api_key\": \"optional_key\"\n    }\n  },\n  \"default_server\": \"alias1\"\n}"
      },
      {
        "title": "1. Direct Search",
        "body": "To find information, use scripts/query_lightrag.py.\nModes: local, global, hybrid, mix, naive."
      },
      {
        "title": "2. Using Context for Writing",
        "body": "To use a knowledge base as context (e.g., for a test or article):\n\nRun query_lightrag.py with the --only-context flag.\nPass the resulting context to your writing task/model."
      },
      {
        "title": "Reference",
        "body": "See API_DOCS.md for endpoint details."
      }
    ],
    "body": "LightRAG Skill\n\nThis skill allows you to interact with one or more LightRAG API servers. You can perform queries in various modes (local, global, hybrid, mix, naive) and use the retrieved context for further processing.\n\nConfiguration\n\nThe skill uses a configuration file at ~/.lightrag_config.json to store server details. Format:\n\n{\n  \"servers\": {\n    \"alias1\": {\n      \"url\": \"http://server1:9621\",\n      \"api_key\": \"optional_key\"\n    },\n    \"alias2\": {\n      \"url\": \"http://server2:9621\",\n      \"api_key\": \"optional_key\"\n    }\n  },\n  \"default_server\": \"alias1\"\n}\n\nWorkflows\n1. Direct Search\n\nTo find information, use scripts/query_lightrag.py. Modes: local, global, hybrid, mix, naive.\n\n2. Using Context for Writing\n\nTo use a knowledge base as context (e.g., for a test or article):\n\nRun query_lightrag.py with the --only-context flag.\nPass the resulting context to your writing task/model.\nReference\n\nSee API_DOCS.md for endpoint details."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/RuslanLanket/lightrag",
    "publisherUrl": "https://clawhub.ai/RuslanLanket/lightrag",
    "owner": "RuslanLanket",
    "version": "1.0.1",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/lightrag",
    "downloadUrl": "https://openagent3.xyz/downloads/lightrag",
    "agentUrl": "https://openagent3.xyz/skills/lightrag/agent",
    "manifestUrl": "https://openagent3.xyz/skills/lightrag/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/lightrag/agent.md"
  }
}