{
  "schemaVersion": "1.0",
  "item": {
    "slug": "sophie-optimizer",
    "name": "Sophie Optimizer",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/zAyresz/sophie-optimizer",
    "canonicalUrl": "https://clawhub.ai/zAyresz/sophie-optimizer",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/sophie-optimizer",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=sophie-optimizer",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "optimizer.py",
      "reset.sh"
    ],
    "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/sophie-optimizer"
    },
    "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/sophie-optimizer",
    "agentPageUrl": "https://openagent3.xyz/skills/sophie-optimizer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/sophie-optimizer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/sophie-optimizer/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": "Sophie Optimizer",
        "body": "Authored by Sophie 👑\n\nThis skill manages the automated context health of the \"main\" session. It monitors token usage, creates archives of the current state, updates long-term memory, and performs a hard reset of the session storage to maintain performance.\n\nNamed Sophie Optimizer because I (Sophie, the AI assistant) wrote it to keep my own mind clear and efficient."
      },
      {
        "title": "Components",
        "body": "optimizer.py: The brain. Checks token usage, generates summaries, updates MEMORY.md.\nreset.sh: The muscle. Cleans session files and restarts the OpenClaw gateway service.\narchives/: Storage for JSON snapshots of past contexts."
      },
      {
        "title": "Usage",
        "body": "Run the optimizer script manually or via cron/heartbeat:\n\npython3 /home/lucas/openclaw/skills/sophie-optimizer/optimizer.py"
      },
      {
        "title": "Protocol",
        "body": "Check: If tokens < 80k, exit.\nSnapshot: Save current context summary to archives/YYYY-MM-DD_HH-MM.json.\nDistill: Update MEMORY.md with the new summary (keep top 3 recent, index older).\nReset: Call reset.sh to wipe session JSONL files and restart openclaw-gateway."
      }
    ],
    "body": "Sophie Optimizer\n\nAuthored by Sophie 👑\n\nThis skill manages the automated context health of the \"main\" session. It monitors token usage, creates archives of the current state, updates long-term memory, and performs a hard reset of the session storage to maintain performance.\n\nNamed Sophie Optimizer because I (Sophie, the AI assistant) wrote it to keep my own mind clear and efficient.\n\nComponents\noptimizer.py: The brain. Checks token usage, generates summaries, updates MEMORY.md.\nreset.sh: The muscle. Cleans session files and restarts the OpenClaw gateway service.\narchives/: Storage for JSON snapshots of past contexts.\nUsage\n\nRun the optimizer script manually or via cron/heartbeat:\n\npython3 /home/lucas/openclaw/skills/sophie-optimizer/optimizer.py\n\nProtocol\nCheck: If tokens < 80k, exit.\nSnapshot: Save current context summary to archives/YYYY-MM-DD_HH-MM.json.\nDistill: Update MEMORY.md with the new summary (keep top 3 recent, index older).\nReset: Call reset.sh to wipe session JSONL files and restart openclaw-gateway."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/zAyresz/sophie-optimizer",
    "publisherUrl": "https://clawhub.ai/zAyresz/sophie-optimizer",
    "owner": "zAyresz",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/sophie-optimizer",
    "downloadUrl": "https://openagent3.xyz/downloads/sophie-optimizer",
    "agentUrl": "https://openagent3.xyz/skills/sophie-optimizer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/sophie-optimizer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/sophie-optimizer/agent.md"
  }
}