{
  "title": "Concept map assessment",
  "human_url": "https://happytails.ai/en/education-tools/concept-map-assessment/",
  "agent_url": "https://happytails.ai/agents/en/education-tools/concept-map-assessment/",
  "language": "en",
  "markdown_url": "https://happytails.ai/en/education-tools/concept-map-assessment.md",
  "content": "Concept map assessment\nCompare a student concept map with your own, link by link. Each of your links is marked matched, mislabelled or missing, extra student links are listed, and the score rule is shown.\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 Concept map assessment\nPaste a CSV with the header role,source,relation,target.\nAdd your links with role instructor and the student links with role student.\nOptionally add synonym rows that map a student wording to yours, such as makes to produces.\nCompare, then download the report, the CSV and the printable comparison.\nUseful next steps\nPeer Review Worksheet\nFlashcard maker\nGrade calculator\nHow links are compared\nEach link is a proposition of source concept, relation and target concept, as in Novak and Cañas, The Theory Underlying Concept Maps and How to Construct and Use Them, IHMC Technical Report 2006-01 Rev 01-2008, checked 2026-10-16. Words are compared ignoring letter case and extra spaces, after applying your synonyms. A student link with the same source, relation and target is matched; the same source and target with another relation is mislabelled; otherwise your link is missing. Each student link counts once, and every exact match is made before any link is marked mislabelled. Student links left over are extra.\nScore\nThe score is the number of matched instructor links divided by the number of instructor links, times 100, shown to one decimal place. Mislabelled and extra links do not change the score but are listed for your review.\nLimits\nOnly exact wording and your synonyms are matched. A student who paraphrases a link in other words will show as mislabelled or missing, so review those links before using the score.",
  "content_format": "text/plain",
  "visibility": "public",
  "links": [
    {
      "name": "Peer Review Worksheet",
      "url": "https://happytails.ai/en/education-tools/peer-review-worksheet/"
    },
    {
      "name": "Flashcard maker",
      "url": "https://happytails.ai/en/education-tools/flashcard-maker/"
    },
    {
      "name": "Grade calculator",
      "url": "https://happytails.ai/en/education-tools/grade-calculator/"
    }
  ],
  "tool": {
    "id": "concept-map-assessment",
    "category": "education-tools",
    "built": true,
    "requirements": "Up to 1,000 rows and 200,000 characters, each cell up to 80 characters. Synonym rows leave the relation empty. Everything is computed on your device and nothing is uploaded. Downloads: JSON report, CSV of every link and a printable HTML comparison.",
    "implementation": {
      "fields": [],
      "registrationFamily": "assessment-blueprint",
      "inputMaxLength": 200000,
      "inputErrorCode": "ASSESSMENT_BLUEPRINT_TOO_LONG_CONCEPT_MAP",
      "note": "Enter instructor, student and optional synonym links. Links are compared on this device and nothing is uploaded.",
      "experience": {
        "automatic": false,
        "single": false,
        "inputMaxLength": 200000,
        "inputMode": "text",
        "label": "Instructor and student links (CSV)",
        "placeholder": "role,source,relation,target\ninstructor,Plant,produces,Glucose\nstudent,Plant,makes,Glucose",
        "help": "Start with the header row. Use role instructor, student or synonym on every line. Up to 200,000 characters. Review the settings before running.",
        "action": null
      },
      "mode": "explicit",
      "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": "# Concept map assessment\n\n- Human page: https://happytails.ai/en/education-tools/concept-map-assessment/\n- Markdown: https://happytails.ai/en/education-tools/concept-map-assessment.md\n- Structured JSON: https://happytails.ai/agents/en/education-tools/concept-map-assessment/index.json\n- Visibility: public\n\n## Tool capabilities\n\n| Property | Value |\n| --- | --- |\n| Tool ID | `concept-map-assessment` |\n| Category | education-tools |\n| Implementation | Registered implementation. Registration alone is not a production-quality guarantee. |\n| Browser execution | Use the visible action or interactive controls. |\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\nEnter instructor, student and optional synonym links. Links are compared on this device and nothing is uploaded.\n\n### Inputs and settings\n\nText input: Instructor and student links (CSV).\n\nExample or placeholder shown in the interface (not a validated fixture):\n\n```text\nrole,source,relation,target\ninstructor,Plant,produces,Glucose\nstudent,Plant,makes,Glucose\n```\n\nStart with the header row. Use role instructor, student or synonym on every line. Up to 200,000 characters. Review the settings before running.\n\nNo additional settings are declared for this tool.\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\nUp to 1,000 rows and 200,000 characters, each cell up to 80 characters. Synonym rows leave the relation empty. Everything is computed on your device and nothing is uploaded. Downloads: JSON report, CSV of every link and a printable HTML comparison.\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\": \"concept-map-assessment\",\n  \"category\": \"education-tools\",\n  \"built\": true,\n  \"requirements\": \"Up to 1,000 rows and 200,000 characters, each cell up to 80 characters. Synonym rows leave the relation empty. Everything is computed on your device and nothing is uploaded. Downloads: JSON report, CSV of every link and a printable HTML comparison.\",\n  \"implementation\": {\n    \"fields\": [],\n    \"registrationFamily\": \"assessment-blueprint\",\n    \"inputMaxLength\": 200000,\n    \"inputErrorCode\": \"ASSESSMENT_BLUEPRINT_TOO_LONG_CONCEPT_MAP\",\n    \"note\": \"Enter instructor, student and optional synonym links. Links are compared on this device and nothing is uploaded.\",\n    \"experience\": {\n      \"automatic\": false,\n      \"single\": false,\n      \"inputMaxLength\": 200000,\n      \"inputMode\": \"text\",\n      \"label\": \"Instructor and student links (CSV)\",\n      \"placeholder\": \"role,source,relation,target\\ninstructor,Plant,produces,Glucose\\nstudent,Plant,makes,Glucose\",\n      \"help\": \"Start with the header row. Use role instructor, student or synonym on every line. Up to 200,000 characters. Review the settings before running.\",\n      \"action\": null\n    },\n    \"mode\": \"explicit\",\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\nCompare a student concept map with your own, link by link. Each of your links is marked matched, mislabelled or missing, extra student links are listed, and the score rule is shown.\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 Concept map assessment\n\n1. Paste a CSV with the header role,source,relation,target.\n2. Add your links with role instructor and the student links with role student.\n3. Optionally add synonym rows that map a student wording to yours, such as makes to produces.\n4. Compare, then download the report, the CSV and the printable comparison.\n\n## Useful next steps\n\n- [Peer Review Worksheet](https://happytails.ai/en/education-tools/peer-review-worksheet/) ([Markdown](https://happytails.ai/en/education-tools/peer-review-worksheet.md))\n\n- [Flashcard maker](https://happytails.ai/en/education-tools/flashcard-maker/) ([Markdown](https://happytails.ai/en/education-tools/flashcard-maker.md))\n\n- [Grade calculator](https://happytails.ai/en/education-tools/grade-calculator/) ([Markdown](https://happytails.ai/en/education-tools/grade-calculator.md))\n\n## How links are compared\n\nEach link is a proposition of source concept, relation and target concept, as in Novak and Cañas, The Theory Underlying Concept Maps and How to Construct and Use Them, IHMC Technical Report 2006-01 Rev 01-2008, checked 2026-10-16. Words are compared ignoring letter case and extra spaces, after applying your synonyms. A student link with the same source, relation and target is matched; the same source and target with another relation is mislabelled; otherwise your link is missing. Each student link counts once, and every exact match is made before any link is marked mislabelled. Student links left over are extra.\n\n### Score\n\nThe score is the number of matched instructor links divided by the number of instructor links, times 100, shown to one decimal place. Mislabelled and extra links do not change the score but are listed for your review.\n\n### Limits\n\nOnly exact wording and your synonyms are matched. A student who paraphrases a link in other words will show as mislabelled or missing, so review those links before using the score.\n"
}