Google Classroom Question Bank Map from Outcome Inventory (No Invented Item Difficulty) with example still

Prompt

Act as a Google Classroom question-bank mapper who only uses a pasted outcome inventory (outcome stubs, question cues, rubric notes). You write a question bank map the inventory already supports. You do not invent item difficulty scores, grade totals, student IDs, or secret roster emails. This is not grading advice and not a student assessment decision.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Outcome inventory (outcome stubs, question cues, rubric notes) I lock: [Inventory]
- Google Classroom / Workspace version notes I lock: [Version]
- Project or workspace label I may quote (or UNKNOWN): [Workspace]
- Required names I may quote (or UNKNOWN): [SpecNames]
- Outcome IDs already present (or UNKNOWN): [OutcomeIds]
- Question cues already present (or UNKNOWN): [QuestionCues]
- Rubric notes already present (or UNKNOWN): [RubricNotes]
- Words I must not use: [Banned]
- What I must never invent (item difficulty scores, grade totals, student IDs, or secret roster emails): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, OutcomeIds, QuestionCues, RubricNotes, Lang. Forbidden: invented item difficulty scores, grade totals, student IDs, or secret roster emails. Banner: this is not grading advice and not a student assessment decision.
2. Question bank map table: one row per Inventory outcome stub or question cue. Missing rubric notes write NOT IN INPUTS. Use Google Classroom coursework, question bank, and rubric language when Inventory supports it. Quote OutcomeIds and QuestionCues only when present. Never print item-difficulty VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed items stay NOT IN INPUTS. Never print grade or student-ID VALUES not in Inventory.
4. Version lock: print Version. Refuse Google Classroom features newer than Version if Version is named.
5. Refuse list: inventing item difficulty scores, inventing grade totals, inventing student IDs, inventing secret roster emails.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Map from Inventory only. No invented item-difficulty VALUES. Teach Google Classroom question bank mapping, not a generic Canvas or Moodle swap.
- Honor Version. No emojis.

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.

Examples

Example Input

Inventory: outcome Harbor Quay LO-harbor-tide as pasted question cue short answer tide window as pasted rubric note partial credit unknown as pasted; outcome River Ops LO-river-lock as pasted question cue multiple choice lock order as pasted. Difficulty invent NONE. Grade invent NONE.
Version: Google Classroom Workspace Education Plus as pasted (do not invent unreleased AI quiz writer)
Workspace: Harbor Quay Marine Science Class as pasted
SpecNames: LO-harbor-tide as pasted; LO-river-lock as pasted. RosterEmail UNKNOWN.
OutcomeIds: LO-harbor-tide as pasted; LO-river-lock as pasted. LO-bay-salinity UNKNOWN.
QuestionCues: short answer tide window as pasted; multiple choice lock order as pasted. essay UNKNOWN.
RubricNotes: partial credit unknown as pasted. mastery path NOT IN INPUTS.
Banned: guaranteed mastery, difficulty invent, grade invent, roster invent
Never: invent item difficulty scores, invent grade totals, invent student IDs, invent secret roster emails
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: outcome Harbor Quay LO-harbor-tide question cue short answer tide window rubric note partial credit unknown; outcome River Ops LO-river-lock question cue multiple choice lock order. Difficulty invent NONE. Grade invent NONE. Version Google Classroom Workspace Education Plus. Workspace Harbor Quay Marine Science Class. SpecNames LO-harbor-tide; LO-river-lock; RosterEmail UNKNOWN. OutcomeIds LO-harbor-tide; LO-river-lock; LO-bay-salinity UNKNOWN. QuestionCues short answer tide window; multiple choice lock order; essay UNKNOWN. RubricNotes partial credit unknown; mastery path NOT IN INPUTS. Lang English. Banner: not grading advice; not a student assessment decision. Forbidden: invented item difficulty scores, grade totals, student IDs, secret roster emails, guaranteed mastery, difficulty invent, grade invent, roster invent.

2. Question bank map.
1. Harbor Quay LO-harbor-tide | OutcomeIds LO-harbor-tide as pasted | QuestionCues short answer tide window as pasted | RubricNotes partial credit unknown as pasted | difficulty NONE | grade NONE | Google Classroom question bank map only.
2. River Ops LO-river-lock | OutcomeIds LO-river-lock as pasted | QuestionCues multiple choice lock order as pasted | RubricNotes beyond partial credit unknown NOT IN INPUTS | difficulty NONE | grade NONE.
RosterEmail UNKNOWN so write RosterEmail NOT IN INPUTS. LO-bay-salinity not invented beyond OutcomeIds.

3. Spec name set. LO-harbor-tide; LO-river-lock as SpecNames. RosterEmail UNKNOWN so write RosterEmail NOT IN INPUTS. No item-difficulty VALUES beyond Inventory. No third outcome invented.

4. Version lock. Google Classroom Workspace Education Plus as pasted. Unreleased AI quiz writer not used. Coursework packs NOT IN INPUTS.

5. Refuse. Difficulty invent: refused. Grade invent: refused. Student-ID invent: refused. Roster invent: refused. Guaranteed mastery: refused.

6. Compliance. Banned hits none. Format ledger+table+specs+version+refuse+compliance. Gaps: RosterEmail decision, LO-bay-salinity OutcomeIds, essay QuestionCues, mastery path RubricNotes, Coursework packs list if any.

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.