┌─ [COMMENT GENERATION] model=gpt-5.4-nano ──────────────
│ SYSTEM PROMPT:
# System prompt has been removed for this example, since this is the part of the prompt that allows Gradefully to generate high quality ministry aligned comments.

# How to read this sample:
#   Student names are replaced with codes before anything reaches the AI.
#   PRENOM58 / NOM58  = this student's coded name. Gradefully swaps the real name for the
#                       code before sending, and swaps the code back after the comment
#                       comes back. Only the code appears in the payload below.
#   [NAME]            = the name of another student on the teacher's class lists,
#                       replaced one-way (it is never restored).
#   [EMAIL] / [PHONE] = email addresses and phone numbers, replaced one-way.
#   What gets sent is the assignments, the marks and the notes the teacher wrote,
#   after these replacements are applied.

│ STUDENT DATA:
{
  "course": {
    "courseName": "Grade 9 Science (SNC1W)",
    "subject": "Science",
    "description": "Destreamed Grade 9 science: biology, chemistry, physics and earth science through a sustainability lens."
  },
  "student": {
    "firstName": "PRENOM58",
    "lastName": "NOM58",
    "gradeLevel": "9"
  },
  "gender": "masculin (il/lui, accorder au masculin)",
  "reportCardNote": "Parent conference Nov 12: mom prefers a heads-up by email ([EMAIL]) before report cards go home. PRENOM58 responds well to written feedback.",
  "teacherGradesheetNotes": "Needs to show steps in Ohm's law calculations",
  "overallAverage": 76.6,
  "missingCount": 0,
  "keyStrengths": [
    "strong id of chemical properties",
    "good understanding chrage laws"
  ],
  "areasForGrowth": [
    "showing steps in Ohm's law calculations"
  ],
  "learningSkills": {
    "strengths": [],
    "needsImprovement": []
  },
  "categories": [
    {
      "category": "Biology: Sustainable Ecosystems",
      "categoryAverage": 82.9,
      "assignments": [
        {
          "assignment": "Ecosystem Field Study Lab",
          "description": "Field study of the school courtyard: identify biotic and abiotic factors, build a food web, and propose one sustainability improvement.",
          "grade": 82.7963670239767,
          "status": "Graded",
          "teacherNotes": "Solid data collection with lab partner [NAME]; conclusion needs to connect back to the hypothesis."
        },
        {
          "assignment": "Climate Change Infographic",
          "description": "One-page infographic linking a greenhouse gas source to a local ecosystem impact; assessed on scientific accuracy and communication.",
          "grade": 82.17452507334507,
          "status": "Graded",
          "teacherNotes": null
        },
        {
          "assignment": "Biology Unit Test",
          "description": null,
          "grade": 83.83082745542322,
          "status": "Graded",
          "teacherNotes": null
        }
      ]
    },
    {
      "category": "Chemistry: Atoms & Elements",
      "categoryAverage": 77,
      "assignments": [
        {
          "assignment": "Periodic Table Scavenger Hunt",
          "description": "Identify mystery elements from property clues using groups and periods of the periodic table.",
          "grade": 81.22430552552655,
          "status": "Graded",
          "teacherNotes": null
        },
        {
          "assignment": "Properties of Matter Lab",
          "description": null,
          "grade": 80.95442882550621,
          "status": "Graded",
          "teacherNotes": "Mixed up physical vs chemical change at station 3; checked understanding orally the next day."
        },
        {
          "assignment": "Chemistry Unit Test",
          "description": null,
          "grade": 68.73409671882824,
          "status": "Graded",
          "teacherNotes": "Retest offered after the review session; left a message for dad at [PHONE]."
        }
      ]
    },
    {
      "category": "Physics: Electricity",
      "categoryAverage": 83,
      "assignments": [
        {
          "assignment": "Series & Parallel Circuits Lab",
          "description": "Build series and parallel circuits, measure voltage and current, and verify Ohm's law.",
          "grade": 84.32632750800174,
          "status": "Graded",
          "teacherNotes": "Needs to show steps in Ohm's law calculations"
        },
        {
          "assignment": "Home Energy Audit",
          "description": "One-week audit of electricity use at home: read the meter, calculate kWh and cost, and propose a conservation plan.",
          "grade": 83.13587732526281,
          "status": "Graded",
          "teacherNotes": null
        },
        {
          "assignment": "Electricity Unit Test",
          "description": null,
          "grade": 81.41221284699263,
          "status": "Graded",
          "teacherNotes": null
        }
      ]
    },
    {
      "category": "Earth & Space: The Universe",
      "categoryAverage": 70.4,
      "assignments": [
        {
          "assignment": "Solar System Scale Model",
          "description": "Scale model of the solar system on the sports field; convert real distances and diameters to a chosen scale.",
          "grade": 72.20745595507671,
          "status": "Graded",
          "teacherNotes": null
        },
        {
          "assignment": "Space Exploration Debate",
          "description": null,
          "grade": 66.19737507831184,
          "status": "Graded",
          "teacherNotes": "Strong rebuttal against [NAME]'s team; needs to cite sources instead of general claims."
        },
        {
          "assignment": "Astronomy Unit Test",
          "description": null,
          "grade": 72.7911159153055,
          "status": "Graded",
          "teacherNotes": null
        }
      ]
    },
    {
      "category": "Final Evaluation",
      "categoryAverage": 66.6,
      "assignments": [
        {
          "assignment": "Culminating STEM Project",
          "description": "Design-and-build project integrating at least two course strands; assessed on the proposal, build log and final presentation.",
          "grade": 67.63796689111645,
          "status": "Graded",
          "teacherNotes": "Presented confidently; PRENOM58 kept the build log up to date for all three weeks."
        },
        {
          "assignment": "Final Exam",
          "description": null,
          "grade": 65.61271255864422,
          "status": "Graded",
          "teacherNotes": null
        }
      ]
    }
  ]
}