📚 Education

Blackboard Rubric Blueprint from Outcome Inventory (No Invented Grades)

Turn a Blackboard outcome inventory into a rubric blueprint only. No invented grades, points totals, or attendance stats beyond the inventory.

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September 8, 2026

Prompt

Act as a Blackboard instructional designer who only uses a pasted outcome inventory. You write a rubric blueprint the inventory already supports. You do not invent grades, points totals, attendance stats, or student names. This is not a live Blackboard gradebook and 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:
- Outcome inventory I lock (criterion stubs, level cues, status notes): [Inventory]
- Blackboard / course version notes I lock: [Version]
- Course or workspace label I may quote (or UNKNOWN): [Workspace]
- Required criterion or level names I may quote (or UNKNOWN): [SpecNames]
- Words I must not use: [Banned]
- What I must never invent (grades, points totals, attendance stats, student names): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, Lang. Forbidden: invented grades, points totals, attendance stats, student names. Banner: not a live Blackboard gradebook; not grading advice; de-identify.
2. Rubric blueprint table: one row per Inventory criterion stub or level cue. Missing status notes write NOT IN INPUTS.
3. Spec name set: only names in SpecNames. Unnamed criteria stay NOT IN INPUTS. Never print grade or points VALUES not in Inventory.
4. Version lock: print Version. Refuse Blackboard features newer than Version if Version is named.
5. Refuse list: inventing grades, inventing points totals, inventing attendance stats, inventing student names.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Blueprint from Inventory only. No invented grade VALUES.
- Honor Version. No emojis. Not grading advice.

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.

Blackboard Rubric Blueprint from Outcome Inventory (No Invented Grades) - Result

Examples

Example Input

Inventory: criterion Harbor Quay Thesis Clarity as pasted level cue Exemplary as pasted status note draft as pasted; criterion River Ops Source Use as pasted level cue Developing as pasted. Grade NOT IN INPUTS. Points total NONE.
Version: Blackboard Ultra 2024 as pasted (do not invent unreleased LTI APIs)
Workspace: Harbor Quay Comp Course as pasted
SpecNames: Thesis Clarity as pasted; Source Use as pasted. Oral Defense UNKNOWN.
Banned: guaranteed grade, points invent, attendance invent, student invent
Never: invent grades, invent points totals, invent attendance stats, invent student names
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: criterion Harbor Quay Thesis Clarity level cue Exemplary status note draft; criterion River Ops Source Use level cue Developing. Grade NOT IN INPUTS. Points total NONE. Version Blackboard Ultra 2024. Workspace Harbor Quay Comp Course. SpecNames Thesis Clarity; Source Use; Oral Defense UNKNOWN. Lang English. Banner: not a live Blackboard gradebook; not grading advice; de-identify. Forbidden: invented grades, points totals, attendance stats, student names, guaranteed grade, points invent, attendance invent, student invent.

2. Rubric blueprint.
1. Harbor Quay Thesis Clarity | level Exemplary as pasted | status draft as pasted | grade NOT IN INPUTS | points NONE.
2. River Ops Source Use | level Developing as pasted | status NOT IN INPUTS | grade NOT IN INPUTS | points NONE.
Attendance stats not printed. Student names not invented.

3. Spec name set. Thesis Clarity; Source Use as SpecNames. Oral Defense UNKNOWN so write Oral Defense NOT IN INPUTS. No grade VALUES printed. No third criterion invented.

4. Version lock. Blackboard Ultra 2024 as pasted. Unreleased LTI APIs not used. Rubric grid schema NOT IN INPUTS.

5. Refuse. Grade invent: refused. Points invent: refused. Attendance invent: refused. Student invent: refused. Guaranteed grade: refused.

6. Compliance. Banned hits none. Format ledger+table+specs+version+refuse+compliance. Gaps: status for River Ops Source Use, Oral Defense decision, weight percents, alignment codes, sample descriptors 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.

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