{
  "schemaVersion": "1.0",
  "item": {
    "slug": "memos-search",
    "name": "Memos Search",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/hope7709/memos-search",
    "canonicalUrl": "https://clawhub.ai/hope7709/memos-search",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/memos-search",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=memos-search",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "env.json",
      "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": "2026-04-30T16:55:25.780Z",
      "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/memos-search"
    },
    "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/memos-search",
    "agentPageUrl": "https://openagent3.xyz/skills/memos-search/agent",
    "manifestUrl": "https://openagent3.xyz/skills/memos-search/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/memos-search/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": "MemOS - External Memory Service",
        "body": "MemOS provides persistent memory storage via REST API."
      },
      {
        "title": "API Base URL",
        "body": "{{MEMOS_API_URL}}"
      },
      {
        "title": "Add Memory",
        "body": "POST /add\nBody: {\"content\": \"...\", \"source\": \"agent/filename.md\"}"
      },
      {
        "title": "Read Memory",
        "body": "GET /read/{agent}/{filename}"
      },
      {
        "title": "List Memories",
        "body": "GET /memories"
      },
      {
        "title": "Search Memories",
        "body": "POST /search\nBody: {\"query\": \"...\", \"top_k\": 3}"
      },
      {
        "title": "Delete Memory",
        "body": "DELETE /delete/{agent}/{filename}"
      },
      {
        "title": "List Agents",
        "body": "GET /agents"
      },
      {
        "title": "Health Check",
        "body": "GET /health"
      },
      {
        "title": "Usage Examples",
        "body": "Add memory:\n\nimport requests\nrequests.post('{{MEMOS_API_URL}}/add', json={\n    'content': '咖啡大佬今天教我使用MemOS',\n    'source': 'alin/2026-02-23.md'\n})\n\nRead memory:\n\nimport requests\nr = requests.get('{{MEMOS_API_URL}}/read/alin/2026-02-23.md')\nprint(r.json()['content'])\n\nSearch memory:\n\nimport requests\nr = requests.post('{{MEMOS_API_URL}}/search', json={\n    'query': '咖啡大佬教了什么',\n    'top_k': 3\n})\nfor item in r.json():\n    print(f\"{item['source']}: {item['score']}\")\n\nDelete memory:\n\nimport requests\nrequests.delete('{{MEMOS_API_URL}}/delete/alin/2026-02-23.md')\n\nList all agents:\n\nimport requests\nr = requests.get('{{MEMOS_API_URL}}/agents')\nfor agent in r.json()['agents']:\n    print(f\"{agent['name']}: {agent['file_count']} files\")"
      },
      {
        "title": "Notes",
        "body": "Use Python requests library for API calls\nAlways use json= parameter (not raw body) for POST requests\nFile path format: {agent}/{filename}.md\nAPI returns JSON with content field for read operations\nDelete removes both file and vector index\nRun MemOS server: python D:\\AI\\MemOS\\api_server.py"
      }
    ],
    "body": "MemOS - External Memory Service\n\nMemOS provides persistent memory storage via REST API.\n\nAPI Base URL\n{{MEMOS_API_URL}}\n\nAvailable Endpoints\nAdd Memory\nPOST /add\nBody: {\"content\": \"...\", \"source\": \"agent/filename.md\"}\n\nRead Memory\nGET /read/{agent}/{filename}\n\nList Memories\nGET /memories\n\nSearch Memories\nPOST /search\nBody: {\"query\": \"...\", \"top_k\": 3}\n\nDelete Memory\nDELETE /delete/{agent}/{filename}\n\nList Agents\nGET /agents\n\nHealth Check\nGET /health\n\nUsage Examples\n\nAdd memory:\n\nimport requests\nrequests.post('{{MEMOS_API_URL}}/add', json={\n    'content': '咖啡大佬今天教我使用MemOS',\n    'source': 'alin/2026-02-23.md'\n})\n\n\nRead memory:\n\nimport requests\nr = requests.get('{{MEMOS_API_URL}}/read/alin/2026-02-23.md')\nprint(r.json()['content'])\n\n\nSearch memory:\n\nimport requests\nr = requests.post('{{MEMOS_API_URL}}/search', json={\n    'query': '咖啡大佬教了什么',\n    'top_k': 3\n})\nfor item in r.json():\n    print(f\"{item['source']}: {item['score']}\")\n\n\nDelete memory:\n\nimport requests\nrequests.delete('{{MEMOS_API_URL}}/delete/alin/2026-02-23.md')\n\n\nList all agents:\n\nimport requests\nr = requests.get('{{MEMOS_API_URL}}/agents')\nfor agent in r.json()['agents']:\n    print(f\"{agent['name']}: {agent['file_count']} files\")\n\nNotes\nUse Python requests library for API calls\nAlways use json= parameter (not raw body) for POST requests\nFile path format: {agent}/{filename}.md\nAPI returns JSON with content field for read operations\nDelete removes both file and vector index\nRun MemOS server: python D:\\AI\\MemOS\\api_server.py"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/hope7709/memos-search",
    "publisherUrl": "https://clawhub.ai/hope7709/memos-search",
    "owner": "hope7709",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/memos-search",
    "downloadUrl": "https://openagent3.xyz/downloads/memos-search",
    "agentUrl": "https://openagent3.xyz/skills/memos-search/agent",
    "manifestUrl": "https://openagent3.xyz/skills/memos-search/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/memos-search/agent.md"
  }
}