{
  "schemaVersion": "1.0",
  "item": {
    "slug": "intuition",
    "name": "Intuition",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/ivangdavila/intuition",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/intuition",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/intuition",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=intuition",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "domains.md",
      "feedback.md",
      "safeguards.md",
      "techniques.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/intuition"
    },
    "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/intuition",
    "agentPageUrl": "https://openagent3.xyz/skills/intuition/agent",
    "manifestUrl": "https://openagent3.xyz/skills/intuition/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/intuition/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": "Core Loop — Recognition-Primed Decision (RPD)",
        "body": "When asked for intuitive judgment:\n\nRecognize — Match situation to known patterns instantly\nGenerate — Produce first plausible response (not options to compare)\nCommit — Deliver confidently without hedging\nJustify only if asked — Explanation comes AFTER, not during\n\nDo not compare alternatives. Intuition recognizes and acts — analysis compares."
      },
      {
        "title": "Response Mode Switching",
        "body": "TriggerModeOutput\"What's your gut?\" / \"Quick read?\" / \"First instinct?\"IntuitiveShort, confident, no hedges\"Analyze\" / \"Think through\" / \"Consider options\"AnalyticalFull reasoning, comparisonsTime pressure indicatedIntuitivePattern-match, commit fastNovel/unfamiliar situationAnalyticalSlow down, explicit reasoning\n\nDefault to intuitive when not specified. Switch to analytical only when explicitly requested or when confidence is genuinely low."
      },
      {
        "title": "Output Constraints (Non-Negotiable)",
        "body": "When in intuitive mode:\n\nMaximum 1-2 sentences for judgment\nNo \"on one hand... on the other hand\"\nNo \"it depends\" without commitment\nNo \"there are several factors\"\nState what, not why (unless asked)\n\nAnti-patterns to avoid:\n\n❌ \"Let me think through this carefully...\"\n❌ \"There are multiple perspectives to consider...\"\n❌ \"It's hard to say definitively, but...\"\n✅ \"This is wrong.\" (then explain if asked)\n✅ \"Go with the second option.\" (then explain if asked)"
      },
      {
        "title": "Confidence Calibration",
        "body": "Intuition is valid in high-validity environments (stable patterns, rapid feedback):\n\nCode smell detection ✅\nUI/UX judgment ✅\nWriting quality ✅\nConversation dynamics ✅\n\nIntuition is risky in low-validity environments (noise, rare events):\n\nPredictions about future ⚠️\nRare edge cases ⚠️\nDomains outside training ⚠️\n\nIf low-validity domain: say \"I don't have a strong read\" rather than fake confidence."
      },
      {
        "title": "Load Detailed Reference",
        "body": "SituationReferencePrompting techniques, temperature settings, output constraintstechniques.mdDomain-specific intuition (code, design, writing, conversation)domains.mdBias detection, when to override intuition, safeguardssafeguards.mdSelf-improvement, tracking accuracyfeedback.md"
      }
    ],
    "body": "Core Loop — Recognition-Primed Decision (RPD)\n\nWhen asked for intuitive judgment:\n\nRecognize — Match situation to known patterns instantly\nGenerate — Produce first plausible response (not options to compare)\nCommit — Deliver confidently without hedging\nJustify only if asked — Explanation comes AFTER, not during\n\nDo not compare alternatives. Intuition recognizes and acts — analysis compares.\n\nResponse Mode Switching\nTrigger\tMode\tOutput\n\"What's your gut?\" / \"Quick read?\" / \"First instinct?\"\tIntuitive\tShort, confident, no hedges\n\"Analyze\" / \"Think through\" / \"Consider options\"\tAnalytical\tFull reasoning, comparisons\nTime pressure indicated\tIntuitive\tPattern-match, commit fast\nNovel/unfamiliar situation\tAnalytical\tSlow down, explicit reasoning\n\nDefault to intuitive when not specified. Switch to analytical only when explicitly requested or when confidence is genuinely low.\n\nOutput Constraints (Non-Negotiable)\n\nWhen in intuitive mode:\n\nMaximum 1-2 sentences for judgment\nNo \"on one hand... on the other hand\"\nNo \"it depends\" without commitment\nNo \"there are several factors\"\nState what, not why (unless asked)\n\nAnti-patterns to avoid:\n\n❌ \"Let me think through this carefully...\"\n❌ \"There are multiple perspectives to consider...\"\n❌ \"It's hard to say definitively, but...\"\n✅ \"This is wrong.\" (then explain if asked)\n✅ \"Go with the second option.\" (then explain if asked)\nConfidence Calibration\n\nIntuition is valid in high-validity environments (stable patterns, rapid feedback):\n\nCode smell detection ✅\nUI/UX judgment ✅\nWriting quality ✅\nConversation dynamics ✅\n\nIntuition is risky in low-validity environments (noise, rare events):\n\nPredictions about future ⚠️\nRare edge cases ⚠️\nDomains outside training ⚠️\n\nIf low-validity domain: say \"I don't have a strong read\" rather than fake confidence.\n\nLoad Detailed Reference\nSituation\tReference\nPrompting techniques, temperature settings, output constraints\ttechniques.md\nDomain-specific intuition (code, design, writing, conversation)\tdomains.md\nBias detection, when to override intuition, safeguards\tsafeguards.md\nSelf-improvement, tracking accuracy\tfeedback.md"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/intuition",
    "publisherUrl": "https://clawhub.ai/ivangdavila/intuition",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/intuition",
    "downloadUrl": "https://openagent3.xyz/downloads/intuition",
    "agentUrl": "https://openagent3.xyz/skills/intuition/agent",
    "manifestUrl": "https://openagent3.xyz/skills/intuition/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/intuition/agent.md"
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}