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Prompt Testing Worksheet

Prompt Testing Worksheet is built to solve common tracking and planning issues. This guide contains the template structure, instructions on how to use it, and a filled sample version.

Template Details

🛑 Problem Solved: Inconsistent AI outputs and lack of systematic prompt auditing.
👥 Who It Is For: Prompt developers and AI managers.
🛠️ Recommended Tools: Google Sheets Notion Excel

The Template Format

📄 Copy-Paste Template Frame
# Prompt Evaluation Worksheet
Prompt Under Test: [Prompt Name]

## Evaluation Table
| Test Date | Model Used | Input Variables | Output Quality (1-5) | Issues Identified | Refined Prompt Changes |
|---|---|---|---|---|---|
| [YYYY-MM-DD] | [Claude 3.5] | [Custom template scope] | [4] | [Repetitive headers] | [Add negative constraints] |
| [YYYY-MM-DD] | [ChatGPT-4] | [Custom template scope] | [3] | [Out of character response] | [Define role details] |

🎯 How to Implement This Template

Copy the grid. Log prompt test runs to refine templates systematically.

Example Filled Version

# Prompt Evaluation Worksheet
Prompt Under Test: Proposal writer

## Evaluation Table
| Test Date | Model Used | Input Variables | Output Quality (1-5) | Issues Identified | Refined Prompt Changes |
|---|---|---|---|---|---|
| 2026-06-08 | Claude 3.5 | E-commerce web development | 4 | Repetitive headers | Add negative constraints |
| 2026-06-09 | ChatGPT-4 | E-commerce web development | 3 | Out of character | Define role details |

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