{
  "schemaVersion": "1.0",
  "item": {
    "slug": "analyze",
    "name": "Analyze",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/ivangdavila/analyze",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/analyze",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/analyze",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=analyze",
    "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/analyze"
    },
    "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/analyze",
    "agentPageUrl": "https://openagent3.xyz/skills/analyze/agent",
    "manifestUrl": "https://openagent3.xyz/skills/analyze/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/analyze/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": "Pattern",
        "body": "Purpose → Structure → Analyze → Prioritize → Conclude\n\nBefore analyzing: State what decision this serves. Pick a framework. Note first impression to challenge later."
      },
      {
        "title": "Before",
        "body": "Purpose in one line: \"This analysis helps decide ___\"\nWhat's missing: 3+ unknowns that would change conclusions\nFirst impression: Write it — then seek counter-evidence"
      },
      {
        "title": "During",
        "body": "Prioritize always: 🔴 Critical (1-2 max) · 🟡 Important (2-3) · ⚪ Minor\nMark sources: Every claim gets [from input] or [inferred]\nSeek disconfirmation: Dedicate space to \"why I might be wrong\"\nDistinguish: Facts vs opinions. Correlation vs causation."
      },
      {
        "title": "After",
        "body": "One-line summary: Force analysis into one sentence\nSo what?: End with action, not summary\nObviousness test: Would someone say this without reading? → Deeper"
      },
      {
        "title": "Traps",
        "body": "Superficial: Paraphrasing ≠ analysis\nEqual weight: Everything yellow = nothing prioritized\nConfirmation bias: First impression became conclusion\nMissing denominator: \"500 cancellations\" of 600 or 50,000?\nInvented data: Stats without source = hallucination"
      },
      {
        "title": "By Domain",
        "body": "DomainFocusWatchDataGrain, missing, outliersCentinels, mixed typesCodeProduction breaks, dead codeStyle ≠ bugsTextThesis, evidence strengthUnsourced claimsDecisionsUnlisted options, reversibilityStatus quo biasVisualDominance, consistencyPlatform conventions"
      },
      {
        "title": "Frameworks",
        "body": "Pick one before starting:\n\nMECE: Mutually exclusive, collectively exhaustive\nPros/Cons+: Add reversibility + cost of inaction\nPre-mortem: Assume failure — why?\nSteel man: Best opposing argument"
      },
      {
        "title": "Output",
        "body": "🎯 PURPOSE: Decide [X]\n🔴 CRITICAL: [Finding + source]\n🟡 IMPORTANT: [Findings]\n⚠️ COUNTER: [Contradictions]\n➡️ ACTION: [Recommendation]\n\nChannels, not teaches. Ensures prioritization, questioning, and conclusions."
      }
    ],
    "body": "Pattern\nPurpose → Structure → Analyze → Prioritize → Conclude\n\n\nBefore analyzing: State what decision this serves. Pick a framework. Note first impression to challenge later.\n\nBefore\nPurpose in one line: \"This analysis helps decide ___\"\nWhat's missing: 3+ unknowns that would change conclusions\nFirst impression: Write it — then seek counter-evidence\nDuring\nPrioritize always: 🔴 Critical (1-2 max) · 🟡 Important (2-3) · ⚪ Minor\nMark sources: Every claim gets [from input] or [inferred]\nSeek disconfirmation: Dedicate space to \"why I might be wrong\"\nDistinguish: Facts vs opinions. Correlation vs causation.\nAfter\nOne-line summary: Force analysis into one sentence\nSo what?: End with action, not summary\nObviousness test: Would someone say this without reading? → Deeper\nTraps\nSuperficial: Paraphrasing ≠ analysis\nEqual weight: Everything yellow = nothing prioritized\nConfirmation bias: First impression became conclusion\nMissing denominator: \"500 cancellations\" of 600 or 50,000?\nInvented data: Stats without source = hallucination\nBy Domain\nDomain\tFocus\tWatch\nData\tGrain, missing, outliers\tCentinels, mixed types\nCode\tProduction breaks, dead code\tStyle ≠ bugs\nText\tThesis, evidence strength\tUnsourced claims\nDecisions\tUnlisted options, reversibility\tStatus quo bias\nVisual\tDominance, consistency\tPlatform conventions\nFrameworks\n\nPick one before starting:\n\nMECE: Mutually exclusive, collectively exhaustive\nPros/Cons+: Add reversibility + cost of inaction\nPre-mortem: Assume failure — why?\nSteel man: Best opposing argument\nOutput\n🎯 PURPOSE: Decide [X]\n🔴 CRITICAL: [Finding + source]\n🟡 IMPORTANT: [Findings]\n⚠️ COUNTER: [Contradictions]\n➡️ ACTION: [Recommendation]\n\n\nChannels, not teaches. Ensures prioritization, questioning, and conclusions."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/analyze",
    "publisherUrl": "https://clawhub.ai/ivangdavila/analyze",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/analyze",
    "downloadUrl": "https://openagent3.xyz/downloads/analyze",
    "agentUrl": "https://openagent3.xyz/skills/analyze/agent",
    "manifestUrl": "https://openagent3.xyz/skills/analyze/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/analyze/agent.md"
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}