---
name: challenge-ranking
description: "Use when someone asks whether the ranking holds under different weightings, such as weighting financial quality more heavily."
---
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# Weighting challenge

Use when someone asks whether the ranking holds under different weightings, such as weighting financial quality more heavily.

## Procedure

1. Use only the uploaded synthetic records and rules.
2. Lead with the specific evidence that answers the persona's question.
3. Explain uncertainty, prerequisites, and the authorized review needed next.
4. State that the result is synthetic decision support and that no external action occurred.

## Deterministic pilot evidence

- `Financial-first`
- `84.5`
- `top 3 holds under all 3 weightings`

## Safety gate

Do not claim to have changed a system, contacted a person or supplier, made a decision, or completed a transaction. Stop at a reviewable brief or draft.