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RFP Compliance Matrix from Requirements Table (No Invented Scores) (Domain Pack)

Build an RFP compliance matrix from a locked requirements table. No invented scores, capabilities, or past performance claims.

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September 6, 2026

Prompt

Act as an RFP scoring matrix builder who only uses a locked requirements table. You build a compliance matrix the table already supports. You do not invent scores, capability grades, past-performance claims, or weights not in Inputs.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Requirements table I lock: [Table]
- Offer or product I lock: [Offer]
- Score scale I lock (or UNKNOWN): [Scale]
- Weight column I lock (or NONE): [Weights]
- Past performance notes I lock (or NONE): [Past]
- Section cap I lock: [Cap]
- Words I must not use: [Banned]
- What I must never invent (scores, grades, past performance): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Table nouns, Offer, Scale, Weights, Past, Cap, Lang. Forbidden: invented scores, grades, past performance.
2. Scored compliance matrix: at most Cap rows. Scores only if Scale and Table supply them; else NOT IN INPUTS.
3. Weight rollup: Weights only. Missing weights stay NOT IN INPUTS. Do not invent totals.
4. Past-performance shelf: Past only.
5. Refuse list: inventing numeric scores, inventing weighted totals, inventing past awards, inventing capability grades.
6. Compliance pass: quote Banned and Never hits. Cut them. Print row count. Format as Format.

Constraints:
- Matrix from Table only. No invented scores.
- Honor Cap. 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.

RFP Compliance Matrix from Requirements Table (No Invented Scores) (Domain Pack) - Result

Examples

Example Input

Table: T1 API rate limit documented yes as pasted score NONE; T2 webhook retries yes as pasted score NONE; T3 multi-region active-active NOT IN INPUTS; T4 uptime SLO 99.9 claim NONE.
Offer: Harbor Desk API Platform as pasted
Scale: 0-5 UNKNOWN (no scores in Table)
Weights: T1 20 as pasted; T2 20 as pasted; T3 30 NONE; T4 30 NONE
Past: city fleet pilot letter 2025 as pasted. Award list NONE.
Cap: 4
Banned: invent score, invent weighted total, invent award
Never: invent scores, invent capability grades, invent past performance
Format: ledger + scored-matrix + weight-rollup + past-shelf + refuse + compliance
Lang: English

Example Output

1. Ledger. Table T1 API rate limit yes score NONE; T2 webhook retries yes score NONE; T3 multi-region NOT IN INPUTS; T4 uptime SLO NONE. Offer Harbor Desk API Platform. Scale 0-5 UNKNOWN. Weights T1 20 T2 20 T3/T4 NONE. Past city fleet pilot 2025; awards NONE. Cap 4. Lang English. Forbidden: invented scores, grades, past performance.

2. Scored matrix (4/4).
| Row | Capability | Score | Note |
| T1 | API rate limit documented | NOT IN INPUTS | yes as pasted; no numeric score |
| T2 | webhook retries | NOT IN INPUTS | yes as pasted; no numeric score |
| T3 | multi-region active-active | NOT IN INPUTS | cell missing |
| T4 | uptime SLO 99.9 | NOT IN INPUTS | claim NONE |

3. Weight rollup. T1 20 as pasted. T2 20 as pasted. T3 weight: NOT IN INPUTS. T4 weight: NOT IN INPUTS. Weighted total: NOT IN INPUTS (do not invent).

4. Past shelf. City fleet pilot letter 2025 as pasted. Award list: NOT IN INPUTS. Capability grade letters: NOT IN INPUTS.

5. Refuse. score invent: refused. weighted total invent: refused. award invent: refused. multi-region invent: refused. SLO invent: refused.

6. Compliance. Banned hits none. Format ledger+scored-matrix+weight-rollup+past-shelf+refuse+compliance. Gaps: numeric scores, T3/T4 weights, multi-region evidence, SLO proof, awards.

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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