{
  "title": "Bread dough temperature calculator",
  "human_url": "https://happytails.ai/en/calculators/bread-dough-temperature-calculator/",
  "agent_url": "https://happytails.ai/agents/en/calculators/bread-dough-temperature-calculator/",
  "language": "en",
  "markdown_url": "https://happytails.ai/en/calculators/bread-dough-temperature-calculator.md",
  "content": "Bread dough temperature calculator\nEstimate water temperature for your desired dough temperature, or calibrate friction from a measured batch.\nHow can we improve this tool?\nReport a problem or share an idea.\nPlease leave out private information. Your message and the tool name go to our team via PostHog.\nHow to use Bread dough temperature calculator\nEnter the measurements and assumptions for this recipe or plan.\nReview the calculated quantities and their stated basis.\nDownload the report and verify it against your measured result.\nUseful next steps\nBaker's percentage calculator\nPreferment calculator\nUse your own measurements\nThe factor method uses flour, room and desired dough temperatures, plus preferment temperature when present. Enter a measured friction adjustment for your mixer and schedule; the default is an example.\nCalibrate the next batch\nAfter mixing, measure the actual dough temperature and select Calibrate friction. Fahrenheit friction is a temperature difference, so its conversion does not subtract 32. This empirical method is not a heat-capacity simulation.\nSave the result\nDownload CSV and a text or JSON report with the calculation and its assumptions. Processing stays on your device. Check measurements and selected units before using the result.",
  "content_format": "text/plain",
  "visibility": "public",
  "links": [
    {
      "name": "Baker's percentage calculator",
      "url": "https://happytails.ai/en/calculators/bakers-percentage-calculator/"
    },
    {
      "name": "Preferment calculator",
      "url": "https://happytails.ai/en/calculators/preferment-calculator/"
    }
  ],
  "tool": {
    "id": "bread-dough-temperature-calculator",
    "category": "calculators",
    "built": true,
    "requirements": "Three factors for straight dough and four with a preferment. Results outside water’s ordinary liquid range need a revised plan; this tool does not calculate ice or heating.",
    "implementation": {
      "fields": [
        {
          "key": "mode",
          "label": "Calculate",
          "value": "Find water temperature",
          "type": "select",
          "values": [
            "Find water temperature",
            "Calibrate friction"
          ]
        },
        {
          "key": "dough",
          "label": "Dough method",
          "value": "Straight dough",
          "type": "select",
          "values": [
            "Straight dough",
            "With preferment"
          ]
        },
        {
          "key": "unit",
          "label": "Temperature unit",
          "value": "°C",
          "type": "select",
          "values": [
            "°C",
            "°F"
          ]
        },
        {
          "key": "target",
          "label": "Desired final dough temperature",
          "value": 26,
          "type": "number",
          "min": -50,
          "max": 212,
          "step": "any",
          "showWhen": {
            "mode": [
              "Find water temperature"
            ]
          }
        },
        {
          "key": "flour",
          "label": "Measured flour temperature",
          "value": 22,
          "type": "number",
          "min": -50,
          "max": 212,
          "step": "any"
        },
        {
          "key": "room",
          "label": "Measured room temperature",
          "value": 24,
          "type": "number",
          "min": -50,
          "max": 212,
          "step": "any"
        },
        {
          "key": "preferment",
          "label": "Measured preferment temperature",
          "value": 20,
          "type": "number",
          "min": -50,
          "max": 212,
          "step": "any",
          "showWhen": {
            "dough": [
              "With preferment"
            ]
          }
        },
        {
          "key": "friction",
          "label": "Measured friction adjustment (temperature difference)",
          "value": 6,
          "type": "number",
          "min": -90,
          "max": 144,
          "step": "any",
          "showWhen": {
            "mode": [
              "Find water temperature"
            ]
          }
        },
        {
          "key": "water",
          "label": "Water temperature used in the test batch",
          "value": 26,
          "type": "number",
          "min": -50,
          "max": 212,
          "step": "any",
          "showWhen": {
            "mode": [
              "Calibrate friction"
            ]
          }
        },
        {
          "key": "measured",
          "label": "Final dough temperature measured after mixing",
          "value": 26,
          "type": "number",
          "min": -50,
          "max": 212,
          "step": "any",
          "showWhen": {
            "mode": [
              "Calibrate friction"
            ]
          }
        }
      ],
      "input": false,
      "live": true,
      "presentation": "metrics",
      "note": "Estimate water temperature with the empirical three/four-factor method, or calibrate friction from a test batch. Fahrenheit friction is a difference, not an absolute temperature. Calculated on your device. Changing units keeps the entered numbers.",
      "experience": {
        "automatic": true,
        "single": false,
        "inputMaxLength": 1000000,
        "inputMode": "text",
        "label": "Your text",
        "placeholder": "Type or paste your input…",
        "help": "Change the input or settings to update your result. Results update as you type. Up to 1,000,000 characters.",
        "action": null
      },
      "mode": "automatic",
      "interactive": false
    },
    "execution": "Browser interface",
    "api": null,
    "browser_agent": {
      "supported": true,
      "name": "run_current_tool",
      "discovery": "WebMCP on the human page in a supporting browser",
      "verification": "See audit/API-AUDIT.md; availability is not verification"
    }
  },
  "markdown": "# Bread dough temperature calculator\n\n- Human page: https://happytails.ai/en/calculators/bread-dough-temperature-calculator/\n- Markdown: https://happytails.ai/en/calculators/bread-dough-temperature-calculator.md\n- Structured JSON: https://happytails.ai/agents/en/calculators/bread-dough-temperature-calculator/index.json\n- Visibility: public\n\n## Tool capabilities\n\n| Property | Value |\n| --- | --- |\n| Tool ID | `bread-dough-temperature-calculator` |\n| Category | calculators |\n| Implementation | Registered implementation. Registration alone is not a production-quality guarantee. |\n| Browser execution | Automatic updates after valid input or file selection. |\n| Browser processing | Browser; see tool notes for network behavior. |\n| HTTP API | Not callable through HTTP. |\n| Browser-agent interface | run_current_tool |\n\n### Implementation notes\n\nEstimate water temperature with the empirical three/four-factor method, or calibrate friction from a test batch. Fahrenheit friction is a difference, not an absolute temperature. Calculated on your device. Changing units keeps the entered numbers.\n\n### Inputs and settings\n\nNo free-text input is required. Use the file inputs and/or settings below.\n\n| Setting | Meaning | Control type | Default | Constraints |\n| --- | --- | --- | --- | --- |\n| `mode` | Calculate | select | \"Find water temperature\" | Allowed: Find water temperature, Calibrate friction |\n| `dough` | Dough method | select | \"Straight dough\" | Allowed: Straight dough, With preferment |\n| `unit` | Temperature unit | select | \"°C\" | Allowed: °C, °F |\n| `target` | Desired final dough temperature | number | 26 | min=-50 max=212 step=any |\n| `flour` | Measured flour temperature | number | 22 | min=-50 max=212 step=any |\n| `room` | Measured room temperature | number | 24 | min=-50 max=212 step=any |\n| `preferment` | Measured preferment temperature | number | 20 | min=-50 max=212 step=any |\n| `friction` | Measured friction adjustment (temperature difference) | number | 6 | min=-90 max=144 step=any |\n| `water` | Water temperature used in the test batch | number | 26 | min=-50 max=212 step=any |\n| `measured` | Final dough temperature measured after mixing | number | 26 | min=-50 max=212 step=any |\n\n### Browser-agent workflow\n\n1. Open the human page in a browser that supports WebMCP.\n2. Discover the interface exposed by that page; use its actual schema.\n3. Select files on the page first when the tool requires files.\n4. Call `run_current_tool` with valid input and settings.\n5. Inspect the returned result or error and the displayed output. Retrieve files from the displayed download links.\n\nCalls do not automatically copy or download results. Browser permissions still apply. Interface availability alone is not proof of successful execution.\n\n### Planning specification\n\nThree factors for straight dough and four with a preferment. Results outside water’s ordinary liquid range need a revised plan; this tool does not calculate ice or heating.\n\nThis describes intended requirements. Use the implementation notes, interface schema and observed output to determine current support.\n\n### Complete machine-readable capability record\n\n```json\n{\n  \"id\": \"bread-dough-temperature-calculator\",\n  \"category\": \"calculators\",\n  \"built\": true,\n  \"requirements\": \"Three factors for straight dough and four with a preferment. Results outside water’s ordinary liquid range need a revised plan; this tool does not calculate ice or heating.\",\n  \"implementation\": {\n    \"fields\": [\n      {\n        \"key\": \"mode\",\n        \"label\": \"Calculate\",\n        \"value\": \"Find water temperature\",\n        \"type\": \"select\",\n        \"values\": [\n          \"Find water temperature\",\n          \"Calibrate friction\"\n        ]\n      },\n      {\n        \"key\": \"dough\",\n        \"label\": \"Dough method\",\n        \"value\": \"Straight dough\",\n        \"type\": \"select\",\n        \"values\": [\n          \"Straight dough\",\n          \"With preferment\"\n        ]\n      },\n      {\n        \"key\": \"unit\",\n        \"label\": \"Temperature unit\",\n        \"value\": \"°C\",\n        \"type\": \"select\",\n        \"values\": [\n          \"°C\",\n          \"°F\"\n        ]\n      },\n      {\n        \"key\": \"target\",\n        \"label\": \"Desired final dough temperature\",\n        \"value\": 26,\n        \"type\": \"number\",\n        \"min\": -50,\n        \"max\": 212,\n        \"step\": \"any\",\n        \"showWhen\": {\n          \"mode\": [\n            \"Find water temperature\"\n          ]\n        }\n      },\n      {\n        \"key\": \"flour\",\n        \"label\": \"Measured flour temperature\",\n        \"value\": 22,\n        \"type\": \"number\",\n        \"min\": -50,\n        \"max\": 212,\n        \"step\": \"any\"\n      },\n      {\n        \"key\": \"room\",\n        \"label\": \"Measured room temperature\",\n        \"value\": 24,\n        \"type\": \"number\",\n        \"min\": -50,\n        \"max\": 212,\n        \"step\": \"any\"\n      },\n      {\n        \"key\": \"preferment\",\n        \"label\": \"Measured preferment temperature\",\n        \"value\": 20,\n        \"type\": \"number\",\n        \"min\": -50,\n        \"max\": 212,\n        \"step\": \"any\",\n        \"showWhen\": {\n          \"dough\": [\n            \"With preferment\"\n          ]\n        }\n      },\n      {\n        \"key\": \"friction\",\n        \"label\": \"Measured friction adjustment (temperature difference)\",\n        \"value\": 6,\n        \"type\": \"number\",\n        \"min\": -90,\n        \"max\": 144,\n        \"step\": \"any\",\n        \"showWhen\": {\n          \"mode\": [\n            \"Find water temperature\"\n          ]\n        }\n      },\n      {\n        \"key\": \"water\",\n        \"label\": \"Water temperature used in the test batch\",\n        \"value\": 26,\n        \"type\": \"number\",\n        \"min\": -50,\n        \"max\": 212,\n        \"step\": \"any\",\n        \"showWhen\": {\n          \"mode\": [\n            \"Calibrate friction\"\n          ]\n        }\n      },\n      {\n        \"key\": \"measured\",\n        \"label\": \"Final dough temperature measured after mixing\",\n        \"value\": 26,\n        \"type\": \"number\",\n        \"min\": -50,\n        \"max\": 212,\n        \"step\": \"any\",\n        \"showWhen\": {\n          \"mode\": [\n            \"Calibrate friction\"\n          ]\n        }\n      }\n    ],\n    \"input\": false,\n    \"live\": true,\n    \"presentation\": \"metrics\",\n    \"note\": \"Estimate water temperature with the empirical three/four-factor method, or calibrate friction from a test batch. Fahrenheit friction is a difference, not an absolute temperature. Calculated on your device. Changing units keeps the entered numbers.\",\n    \"experience\": {\n      \"automatic\": true,\n      \"single\": false,\n      \"inputMaxLength\": 1000000,\n      \"inputMode\": \"text\",\n      \"label\": \"Your text\",\n      \"placeholder\": \"Type or paste your input…\",\n      \"help\": \"Change the input or settings to update your result. Results update as you type. Up to 1,000,000 characters.\",\n      \"action\": null\n    },\n    \"mode\": \"automatic\",\n    \"interactive\": false\n  },\n  \"execution\": \"Browser interface\",\n  \"api\": null,\n  \"browser_agent\": {\n    \"supported\": true,\n    \"name\": \"run_current_tool\",\n    \"discovery\": \"WebMCP on the human page in a supporting browser\",\n    \"verification\": \"See audit/API-AUDIT.md; availability is not verification\"\n  }\n}\n```\n\n## Page guide\n\nEstimate water temperature for your desired dough temperature, or calibrate friction from a measured batch.\n\nHow can we improve this tool?\n\nReport a problem or share an idea.\n\nPlease leave out private information. Your message and the tool name go to our team via PostHog.\n\n### How to use Bread dough temperature calculator\n\n1. Enter the measurements and assumptions for this recipe or plan.\n2. Review the calculated quantities and their stated basis.\n3. Download the report and verify it against your measured result.\n\n## Useful next steps\n\n- [Baker's percentage calculator](https://happytails.ai/en/calculators/bakers-percentage-calculator/) ([Markdown](https://happytails.ai/en/calculators/bakers-percentage-calculator.md))\n\n- [Preferment calculator](https://happytails.ai/en/calculators/preferment-calculator/) ([Markdown](https://happytails.ai/en/calculators/preferment-calculator.md))\n\n## Use your own measurements\n\nThe factor method uses flour, room and desired dough temperatures, plus preferment temperature when present. Enter a measured friction adjustment for your mixer and schedule; the default is an example.\n\n### Calibrate the next batch\n\nAfter mixing, measure the actual dough temperature and select Calibrate friction. Fahrenheit friction is a temperature difference, so its conversion does not subtract 32. This empirical method is not a heat-capacity simulation.\n\n### Save the result\n\nDownload CSV and a text or JSON report with the calculation and its assumptions. Processing stays on your device. Check measurements and selected units before using the result.\n"
}