{
  "schemaVersion": "1.0",
  "item": {
    "slug": "munger-observer",
    "name": "Munger Observer",
    "source": "tencent",
    "type": "skill",
    "category": "内容创作",
    "sourceUrl": "https://clawhub.ai/jdrhyne/munger-observer",
    "canonicalUrl": "https://clawhub.ai/jdrhyne/munger-observer",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/munger-observer",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=munger-observer",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "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/munger-observer"
    },
    "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/munger-observer",
    "agentPageUrl": "https://openagent3.xyz/skills/munger-observer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/munger-observer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/munger-observer/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": "Munger Observer",
        "body": "Automated daily review applying Charlie Munger's mental models to surface blind spots and cognitive traps."
      },
      {
        "title": "1. Gather Today's Activity",
        "body": "Read today's memory file (memory/YYYY-MM-DD.md)\nScan session logs for today's activity\nExtract: decisions made, tasks worked on, problems tackled, user requests"
      },
      {
        "title": "2. Apply Mental Models",
        "body": "Inversion\n\nWhat could go wrong? What's the opposite of success here?\n\"Tell me where I'm going to die, so I'll never go there.\"\n\nSecond-Order Thinking\n\nAnd then what? Consequences of the consequences?\nShort-term gains creating long-term problems?\n\nIncentive Analysis\n\nWhat behaviors are being rewarded? Hidden incentive structures?\n\"Show me the incentive and I'll show you the outcome.\"\n\nOpportunity Cost\n\nWhat's NOT being done? Cost of this focus?\nBest alternative foregone?\n\nBias Detection\n\nConfirmation bias: Only seeking validating information?\nSunk cost fallacy: Continuing because of past investment?\nSocial proof: Doing it because others do?\nAvailability bias: Overweighting recent/vivid information?\n\nCircle of Competence\n\nOperating within known territory or outside?\nIf outside, appropriate humility/caution?\n\nMargin of Safety\n\nWhat's the buffer if things go wrong?\nCutting it too close anywhere?"
      },
      {
        "title": "3. Generate Output",
        "body": "If insights found: 1-2 concise Munger-style observations\nIf nothing notable: \"All clear — no cognitive landmines detected today.\""
      },
      {
        "title": "Output Format",
        "body": "🧠 **Munger Observer** — [Date]\n\n[Insight 1: Model applied + observation + implication]\n\n[Insight 2 if applicable]\n\n— \"Invert, always invert.\" — Carl Jacobi (Munger's favorite)"
      },
      {
        "title": "Example",
        "body": "🧠 **Munger Observer** — January 19, 2026\n\n**Opportunity Cost Alert:** Heavy focus on infrastructure today. The content queue is aging — are drafts decaying in value while we polish tools?\n\n**Second-Order Check:** Speed improvement is good first-order thinking. Second-order: faster responses may raise expectations for response quality. Speed without substance is a trap.\n\n— \"Invert, always invert.\""
      },
      {
        "title": "Scheduling (Optional)",
        "body": "Set up a cron job for daily automated review:\n\nRecommended time: End of workday (e.g., 5pm local)\nTrigger message: MUNGER_OBSERVER_RUN"
      }
    ],
    "body": "Munger Observer\n\nAutomated daily review applying Charlie Munger's mental models to surface blind spots and cognitive traps.\n\nProcess\n1. Gather Today's Activity\nRead today's memory file (memory/YYYY-MM-DD.md)\nScan session logs for today's activity\nExtract: decisions made, tasks worked on, problems tackled, user requests\n2. Apply Mental Models\n\nInversion\n\nWhat could go wrong? What's the opposite of success here?\n\"Tell me where I'm going to die, so I'll never go there.\"\n\nSecond-Order Thinking\n\nAnd then what? Consequences of the consequences?\nShort-term gains creating long-term problems?\n\nIncentive Analysis\n\nWhat behaviors are being rewarded? Hidden incentive structures?\n\"Show me the incentive and I'll show you the outcome.\"\n\nOpportunity Cost\n\nWhat's NOT being done? Cost of this focus?\nBest alternative foregone?\n\nBias Detection\n\nConfirmation bias: Only seeking validating information?\nSunk cost fallacy: Continuing because of past investment?\nSocial proof: Doing it because others do?\nAvailability bias: Overweighting recent/vivid information?\n\nCircle of Competence\n\nOperating within known territory or outside?\nIf outside, appropriate humility/caution?\n\nMargin of Safety\n\nWhat's the buffer if things go wrong?\nCutting it too close anywhere?\n3. Generate Output\n\nIf insights found: 1-2 concise Munger-style observations If nothing notable: \"All clear — no cognitive landmines detected today.\"\n\nOutput Format\n🧠 **Munger Observer** — [Date]\n\n[Insight 1: Model applied + observation + implication]\n\n[Insight 2 if applicable]\n\n— \"Invert, always invert.\" — Carl Jacobi (Munger's favorite)\n\nExample\n🧠 **Munger Observer** — January 19, 2026\n\n**Opportunity Cost Alert:** Heavy focus on infrastructure today. The content queue is aging — are drafts decaying in value while we polish tools?\n\n**Second-Order Check:** Speed improvement is good first-order thinking. Second-order: faster responses may raise expectations for response quality. Speed without substance is a trap.\n\n— \"Invert, always invert.\"\n\nScheduling (Optional)\n\nSet up a cron job for daily automated review:\n\nRecommended time: End of workday (e.g., 5pm local)\nTrigger message: MUNGER_OBSERVER_RUN"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/jdrhyne/munger-observer",
    "publisherUrl": "https://clawhub.ai/jdrhyne/munger-observer",
    "owner": "jdrhyne",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/munger-observer",
    "downloadUrl": "https://openagent3.xyz/downloads/munger-observer",
    "agentUrl": "https://openagent3.xyz/skills/munger-observer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/munger-observer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/munger-observer/agent.md"
  }
}