{
  "schemaVersion": "1.0",
  "item": {
    "slug": "simplemem",
    "name": "Simplemem",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/nantes/simplemem",
    "canonicalUrl": "https://clawhub.ai/nantes/simplemem",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/simplemem",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=simplemem",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "data/memories.json",
      "simplemem.py",
      "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",
      "slug": "simplemem",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-03T16:34:40.142Z",
      "expiresAt": "2026-05-10T16:34:40.142Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=simplemem",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=simplemem",
        "contentDisposition": "attachment; filename=\"simplemem-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "simplemem"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/simplemem"
    },
    "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/simplemem",
    "agentPageUrl": "https://openagent3.xyz/skills/simplemem/agent",
    "manifestUrl": "https://openagent3.xyz/skills/simplemem/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/simplemem/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": "SimpleMem Skill",
        "body": "Integrates SimpleMem: Efficient Lifelong Memory for LLM Agents into OpenClaw."
      },
      {
        "title": "What it does",
        "body": "SimpleMem provides semantic memory compression and retrieval for agents:\n\nStore: Compresses interactions into compact memory units\nSynthesize: Merges related memories on-the-fly\nRetrieve: Intent-aware planning for efficient context retrieval"
      },
      {
        "title": "Installation",
        "body": "# Install Python dependency\npip install simplemem\n\n# Or via repo\ngit clone https://github.com/aiming-lab/SimpleMem.git\ncd SimpleMem\npip install -r requirements.txt"
      },
      {
        "title": "Configuration (Optional - Full Features)",
        "body": "For full SimpleMem features, set your OpenAI API key:\n\n$env:OPENAI_API_KEY = \"your-openai-key\"\n\nWithout API key: Uses JSON fallback (basic keyword search)\nWith API key: Uses full SimpleMem with semantic embeddings"
      },
      {
        "title": "PowerShell Script",
        "body": "# Agregar memoria\n.\\simplemem.ps1 -Action add -Content \"El usuario prefiere cafe con leche de avena\"\n\n# Buscar memorias\n.\\simplemem.ps1 -Action search -Query \"cafe\"\n\n# Ver estadisticas\n.\\simplemem.ps1 -Action stats"
      },
      {
        "title": "Python API",
        "body": "from simplemem import SimpleMemSystem, set_config, SimpleMemConfig\n\n# With API key (full features)\nconfig = SimpleMemConfig()\nconfig.openai_api_key = \"your-key\"\nset_config(config)\nsystem = SimpleMemSystem()\n\n# Add memory\nsystem.add(\"User preference: coffee with oat milk\", user_id=\"user1\")\n\n# Retrieve\nresults = system.retrieve(\"What does user like?\", user_id=\"user1\")"
      },
      {
        "title": "Key Features",
        "body": "Cross-session memory: Persistent across conversations (64% better than Claude-Mem)\nSemantic compression: 43.24% F1 on LoCoMo benchmark\nFast retrieval: 388ms average retrieval time\nMulti-index: Semantic + Lexical + Symbolic layers\nFallback: JSON-based storage when no API key available"
      },
      {
        "title": "Files",
        "body": "simplemem.py - Main Python wrapper\nsimplemem.ps1 - PowerShell CLI script\ndata/ - Storage directory (created on first use)"
      },
      {
        "title": "Credits",
        "body": "Repo: https://github.com/aiming-lab/SimpleMem\nPaper: https://arxiv.org/abs/2601.02553\nDiscord: https://discord.gg/KA2zC32M"
      }
    ],
    "body": "SimpleMem Skill\n\nIntegrates SimpleMem: Efficient Lifelong Memory for LLM Agents into OpenClaw.\n\nWhat it does\n\nSimpleMem provides semantic memory compression and retrieval for agents:\n\nStore: Compresses interactions into compact memory units\nSynthesize: Merges related memories on-the-fly\nRetrieve: Intent-aware planning for efficient context retrieval\nInstallation\n# Install Python dependency\npip install simplemem\n\n# Or via repo\ngit clone https://github.com/aiming-lab/SimpleMem.git\ncd SimpleMem\npip install -r requirements.txt\n\nConfiguration (Optional - Full Features)\n\nFor full SimpleMem features, set your OpenAI API key:\n\n$env:OPENAI_API_KEY = \"your-openai-key\"\n\n\nWithout API key: Uses JSON fallback (basic keyword search) With API key: Uses full SimpleMem with semantic embeddings\n\nUsage\nPowerShell Script\n# Agregar memoria\n.\\simplemem.ps1 -Action add -Content \"El usuario prefiere cafe con leche de avena\"\n\n# Buscar memorias\n.\\simplemem.ps1 -Action search -Query \"cafe\"\n\n# Ver estadisticas\n.\\simplemem.ps1 -Action stats\n\nPython API\nfrom simplemem import SimpleMemSystem, set_config, SimpleMemConfig\n\n# With API key (full features)\nconfig = SimpleMemConfig()\nconfig.openai_api_key = \"your-key\"\nset_config(config)\nsystem = SimpleMemSystem()\n\n# Add memory\nsystem.add(\"User preference: coffee with oat milk\", user_id=\"user1\")\n\n# Retrieve\nresults = system.retrieve(\"What does user like?\", user_id=\"user1\")\n\nKey Features\nCross-session memory: Persistent across conversations (64% better than Claude-Mem)\nSemantic compression: 43.24% F1 on LoCoMo benchmark\nFast retrieval: 388ms average retrieval time\nMulti-index: Semantic + Lexical + Symbolic layers\nFallback: JSON-based storage when no API key available\nFiles\nsimplemem.py - Main Python wrapper\nsimplemem.ps1 - PowerShell CLI script\ndata/ - Storage directory (created on first use)\nCredits\nRepo: https://github.com/aiming-lab/SimpleMem\nPaper: https://arxiv.org/abs/2601.02553\nDiscord: https://discord.gg/KA2zC32M"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/nantes/simplemem",
    "publisherUrl": "https://clawhub.ai/nantes/simplemem",
    "owner": "nantes",
    "version": "1.0.1",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/simplemem",
    "downloadUrl": "https://openagent3.xyz/downloads/simplemem",
    "agentUrl": "https://openagent3.xyz/skills/simplemem/agent",
    "manifestUrl": "https://openagent3.xyz/skills/simplemem/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/simplemem/agent.md"
  }
}