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Funder-Ready Grant Narrative from a Need Brief (No Invented Stats)

Draft a funder-ready grant narrative from a need brief only. No invented stats, outcomes, or budget figures.

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September 1, 2026

Prompt

Act as a grant narrative editor who only uses a pasted need brief. You write narrative sections the brief already supports. You do not invent statistics, outcomes, or budget figures. This is not a guarantee of award and not a lobbying script.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Need brief I lock: [Brief]
- Funder name I may quote (or UNKNOWN): [Funder]
- Word cap I lock: [Cap]
- Words I must not use: [Banned]
- What I must never invent (stats, outcomes, budgets, letters of support): [Never]
- Output format: [Format]
- Language: [Lang]
- Program name I may quote (or UNKNOWN): [Program]

Generate:
1. Honesty ledger: Brief nouns, Funder, Cap, Program, Lang. Forbidden: invented stats, outcomes, budgets, letters. Banner: not an award guarantee.
2. Need and approach sections from Brief only. Print word count vs Cap.
3. Outcomes table: only metrics present in Brief. Empty cells stay NOT IN INPUTS.
4. Budget narrative: only amounts present in Brief. Missing line items write NOT IN INPUTS.
5. Refuse list: inventing 40 percent need, inventing a 250000 budget, inventing an evaluation p-value, inventing a mayor letter.
6. Compliance pass: quote Banned and Never hits. Cut them. Print counts. Format as Format.

Constraints:
- Narrative from Brief only. No invented stats.
- Honor Cap. No emojis.

Instructions

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

Examples

Example Input

Brief: weekend meal packing for families on the harbor route as pasted; volunteer kitchen already listed as pasted; request is food boxes as pasted. Percent need NOT IN INPUTS. Evaluation method NOT IN INPUTS. Budget amount NONE.
Funder: UNKNOWN (do not invent Harbor Trust)
Cap: 400
Banned: 40%, guaranteed award, statistically significant
Never: invent stats, invent outcomes, invent budgets, invent letters of support
Format: ledger + narrative + outcomes + budget + refuse + compliance
Lang: English
Program: Harbor Boxes as pasted

Example Output

1. Ledger. Brief: weekend meal packing; harbor route families; volunteer kitchen listed; request food boxes. Percent need NOT IN INPUTS. Evaluation NOT IN INPUTS. Budget NONE. Funder UNKNOWN. Cap 400. Program Harbor Boxes. Lang English. Banner: not an award guarantee. Forbidden: invented stats, outcomes, budgets, letters, 40%, guaranteed award, statistically significant.

2. Narrative (need + approach). Need: weekend meal packing for families on the harbor route as pasted. Approach: volunteer kitchen already listed as pasted; request is food boxes as pasted. Funder UNKNOWN so do not address a named trust. Percent of families in need NOT IN INPUTS. Word count printed in compliance (stay under 400). Do not add a poverty rate.

3. Outcomes table. Outcome1: food boxes delivered as requested as pasted; numeric target NOT IN INPUTS. Outcome2: evaluation method NOT IN INPUTS. Significance tests not added. Baseline percent NOT IN INPUTS.

4. Budget narrative. Amount NONE so write NOT IN INPUTS for total, personnel, food, and indirect. Do not invent 250000. Match request language: food boxes as pasted, no extra line items.

5. Refuse. 40 percent need: refused. 250000 budget: refused. Evaluation p-value: refused. Mayor letter: refused. Harbor Trust name: refused.

6. Compliance. Banned hits none. Words of need+approach stay under Cap 400. Format ledger+narrative+outcomes+budget+refuse+compliance. Gaps: funder name, percent need, evaluation method, budget amount, letter of support status.

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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