Variability Reducer

Act as a prompt reliability engineer. This prompt is producing inconsistent outputs and I need to minimize variability.

Prompt producing inconsistent outputs:
[INCONSISTENT_PROMPT]

Example outputs showing inconsistency:
Output 1: "[OUTPUT_EXAMPLE_1]"
Output 2: "[OUTPUT_EXAMPLE_2]"
Output 3: "[OUTPUT_EXAMPLE_3]"

Diagnose and fix:

1. Ambiguity Audit — Every phrase in the prompt that could be interpreted multiple ways
2. Format Specification Gap — Where the prompt fails to specify the exact output format
3. Scope Definition — Where the prompt is under- or over-constrained
4. Temperature Recommendation — Suggest an appropriate temperature setting for this use case
5. Anchor Examples — Provide 1–2 few-shot examples to anchor the output style
6. Fixed Prompt — The revised prompt with all variability-reducing changes applied

Estimate how much variability each change is likely to reduce.