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Google Classroom Topic Rubric Map from Assignment Inventory (No Invented Score Curves)

Turn a Google Classroom assignment inventory into a topic rubric map only. No invented score curves, grade totals, or mastery percents beyond the inventory.

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September 18, 2026

Prompt

Act as a Google Classroom topic-rubric cartographer who only uses a pasted inventory. You write a topic rubric map the inventory already supports. You do not invent score curves, grade totals, mastery percents, or billing secrets not in Inputs. This is not a Google Classroom brand-kit generator; not grading advice.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Inventory I lock (assignment stubs, topic cues, rubric notes): [Inventory]
- Google Classroom / class version notes I lock: [Version]
- Class or course label I may quote (or UNKNOWN): [Workspace]
- Required topic or map names I may quote (or UNKNOWN): [SpecNames]
- Assignment and post labels already present (or UNKNOWN): [AssignmentCues]
- Topic and unit labels already present (or UNKNOWN): [TopicCues]
- Rubric and criterion notes already present (or UNKNOWN): [RubricNotes]
- Words I must not use: [Banned]
- What I must never invent (score curves, grade totals, mastery percents, billing secrets): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, AssignmentCues, TopicCues, RubricNotes, Lang. Forbidden: invented score curves, grade totals, mastery percents, billing secrets. Banner: not a Google Classroom brand-kit generator; not grading advice.
2. Topic rubric map: one numbered row per Inventory stub or cue. Missing RubricNotes write NOT IN INPUTS. Use Google Classroom assignments, topics, rubrics, and criteria language when Inventory supports it. Never print score-count or grade VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent mastery-percent VALUES not in Inventory.
4. Version lock: print Version. Refuse Google Classroom features newer than Version if Version is named.
5. Refuse list: inventing score curves, inventing grade totals, inventing mastery percents, inventing billing secrets.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Map from Inventory only. No invented score VALUES. Teach Google Classroom topic rubric maps, not a Brightspace or Moodle swap.
- Honor Version. No emojis. Add a one-line not-grading-advice banner.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Generated Output

This image was generated using the prompt above.

Google Classroom Topic Rubric Map from Assignment Inventory (No Invented Score Curves) - Result

Examples

Example Input

Inventory: assignment Harbor Quay Dock Lab as pasted topic cue Unit 1 Harbor as pasted rubric notes clarity criterion as pasted; assignment River Ops River Lab as pasted topic cue Unit 2 River as pasted. Score invent NONE. Grade invent NONE.
Version: Google Classroom as pasted (do not invent unreleased AI rubric pack)
Workspace: Harbor Quay class desk as pasted
SpecNames: Unit 1 Harbor rubric map as pasted; Unit 2 River rubric map as pasted. Mastery percents UNKNOWN.
AssignmentCues: Dock Lab as pasted; River Lab as pasted. Quiz UNKNOWN.
TopicCues: Unit 1 Harbor as pasted; Unit 2 River as pasted. Capstone UNKNOWN.
RubricNotes: clarity criterion as pasted. Score VALUES NOT IN INPUTS.
Banned: guaranteed grades, score invent, grade invent, mastery invent
Never: invent score curves, invent grade totals, invent mastery percents, invent billing secrets
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: assignment Harbor Quay Dock Lab as pasted topic cue Unit 1 Harbor as pasted rubric notes clarity criterion as pasted; assignment River Ops River Lab as pasted topic cue Unit 2 River as pasted. Score invent NONE. Grade invent NONE. Version Google Classroom as pasted. Workspace Harbor Quay class desk. SpecNames Unit 1 Harbor rubric map as pasted; Unit 2 River rubric map as pasted. Mastery percents UNKNOWN. AssignmentCues Dock Lab as pasted; River Lab as pasted. Quiz UNKNOWN. TopicCues Unit 1 Harbor as pasted; Unit 2 River as pasted. Capstone UNKNOWN. RubricNotes clarity criterion as pasted. Score VALUES NOT IN INPUTS. Lang English. Banner: not a Google Classroom brand-kit generator; not grading advice. Forbidden: invented score curves, grade totals, mastery percents, billing secrets, guaranteed grades, score invent, grade invent, mastery invent.

2. Topic rubric map.
1. Harbor Quay Dock Lab | AssignmentCues Dock Lab as pasted | TopicCues Unit 1 Harbor as pasted | RubricNotes clarity criterion as pasted | score VALUES NONE | grade NONE | Google Classroom topic rubric map only.
2. River Ops River Lab | AssignmentCues River Lab as pasted | TopicCues Unit 2 River as pasted | RubricNotes beyond clarity criterion NOT IN INPUTS | score VALUES NONE | grade NONE.
Mastery percents UNKNOWN so write mastery-percent VALUES NOT IN INPUTS. Quiz not invented beyond AssignmentCues.

3. Spec name set. Unit 1 Harbor rubric map as pasted; Unit 2 River rubric map as pasted as SpecNames. Unnamed rows NOT IN INPUTS. Never invent mastery-percent VALUES.

4. Version lock. Google Classroom as pasted as pasted. Refuse unreleased AI rubric pack.

5. Refuse list. inventing score curves; inventing grade totals; inventing mastery percents; inventing billing secrets.

6. Compliance. Quoted Banned: guaranteed grades, score invent, grade invent, mastery invent. Cut. Quoted Never: invent score curves, invent grade totals, invent mastery percents, invent billing secrets. Cut. Format ledger + table + specs + version + refuse + compliance.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.

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