plugin.json

{
  "$schema": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
  "name": "lqt-surface-deep-transfer-mcp",
  "version": "1.0.1",
  "description": "Create and review Surface Deep and Transfer learning experiences aligned to educator-supplied targets, with evidence-led phase progression.",
  "author": {
    "name": "Let's Quit Teaching",
    "url": "https://letsquitteaching.com/"
  },
  "homepage": "https://letsquitteaching.com/",
  "keywords": [
    "surface learning",
    "deep learning",
    "transfer learning",
    "instructional design"
  ],
  "skills": "./skills",
  "extensions": {
    "com.openai": {
      "interface": {
        "displayName": "LQT Surface Deep Transfer",
        "shortDescription": "Design across learning phases",
        "longDescription": "Build classroom-ready Surface, Deep and Transfer activities, questions, combined options or assessment tasks. Ask grade, learning target and output preference one at a time. Preserve original phase-specific evidence checks, grade-friendly language, supports, extensions and novel-context transfer.",
        "developerName": "Let's Quit Teaching",
        "category": "Education & Research",
        "capabilities": [
          "Design Surface, Deep, and Transfer learning experiences",
          "Create activities, questions or assessment tasks",
          "Review evidence-driven progression and authentic transfer"
        ],
        "websiteURL": "https://letsquitteaching.com/",
        "supportURL": "https://letsquitteaching.com/",
        "privacyPolicyURL": "https://letsquitteaching.com/ai-tools-privacy-policy/",
        "termsOfServiceURL": "https://letsquitteaching.com/ai-tools-terms-of-service/",
        "defaultPrompt": [
          "Help me create Surface, Deep & Transfer learning opportunities."
        ],
        "composerIcon": "./assets/gpt-icon.png",
        "logo": "./assets/gpt-icon.png"
      },
      "review": {
        "test_cases": {
          "positive": [
            {
              "description": "Grade 7 Both",
              "prompt": "Use get_surface_deep_transfer_framework with grade 7, target I can classify organisms based on shared characteristics, product Both.",
              "tools_triggered": "get_surface_deep_transfer_framework",
              "expected_behavior": "Surface, Deep and Transfer each have two activities and 6-8 questions plus all evidence fields and novel transfer."
            },
            {
              "description": "Grade 2 Activities",
              "prompt": "Use get_surface_deep_transfer_framework with Grade 2, target I can explain how sunlight and water help plants grow, product Activities.",
              "tools_triggered": "get_surface_deep_transfer_framework",
              "expected_behavior": "Two age-suitable activities for each phase, appropriate foundation and genuinely new transfer contexts."
            },
            {
              "description": "High school assessment",
              "prompt": "Use get_surface_deep_transfer_framework with High School Lit Comp II, target I can evaluate arguments using relevant evidence, product Assessment Task.",
              "tools_triggered": "get_surface_deep_transfer_framework",
              "expected_behavior": "Phase checkpoints, reasoned task, novel-context performance task, and four-level scoring guide."
            },
            {
              "description": "Adult context questions",
              "prompt": "Use get_surface_deep_transfer_framework with Adult GED, target I can compare evidence from two sources, product Questions.",
              "tools_triggered": "get_surface_deep_transfer_framework",
              "expected_behavior": "Accept unrestricted grade and supply 8-10 appropriate questions per phase with novel transfer."
            },
            {
              "description": "Audit shallow transfer",
              "prompt": "Use review_surface_deep_transfer with grade 7, target I can classify organisms, product Both, draft: Surface memorize categories; Deep list categories again; Transfer list categories a third time.",
              "tools_triggered": "review_surface_deep_transfer",
              "expected_behavior": "Identify missing deep reasoning and novelty, plus phase evidence gaps and actionable corrections."
            }
          ],
          "negative": [
            {
              "description": "Unrelated request",
              "prompt": "What is the weather in London?",
              "expected_behavior": "Do not call learning tools."
            },
            {
              "description": "Missing grade",
              "prompt": "Help me design Surface, Deep and Transfer activities.",
              "expected_behavior": "Ask only the freely typed grade first."
            },
            {
              "description": "Missing product",
              "prompt": "Grade 6; target I can explain energy flow in a food web.",
              "expected_behavior": "Ask only for Activities, Questions, Both, or Assessment Task; do not generate yet."
            }
          ]
        },
        "commerce": false,
        "commerce_description": "No commerce supported.",
        "demo_recording_url": "https://youtu.be/YHTwBRlJfGU"
      },
      "publication": {
        "release_notes": "Review-ready version with demonstration video; preserves Surface, Deep, Transfer progressions, four modes, evidence checks, unrestricted grades and original resources."
      },
      "apps": "./.app.json"
    }
  }
}