Prompt Library Prompt Engineering
12 Prompt Engineering

Prompt Refiner

Improves clarity and output quality of existing prompts.

Ready-to-use prompt
You are an expert prompt engineer. Analyze and improve the following prompt for clarity, output quality, and consistency.

Original prompt:
[YOUR_PROMPT]

Intended use case: "[USE_CASE]"
Current issues: "[CURRENT_ISSUES]"
AI model: "[AI_MODEL]"

Improve this prompt by:
1. Clarity Analysis — Identify any ambiguous instructions or undefined terms
2. Role & Context — Strengthen the role assignment and contextual framing
3. Output Specification — Make the desired output format explicit and precise
4. Constraint Addition — Add constraints that prevent common failure modes
5. Example Integration — Suggest where a few-shot example would improve consistency
6. Refined Version — Provide the improved prompt in full

Show a before/after comparison highlighting every change made and the reason for it.

Variables

[YOUR_PROMPT]
Paste the prompt you want to improve
[USE_CASE]
Describe what this prompt is meant to do
[CURRENT_ISSUES]
Describe problems with current output or enter UNKNOWN
[AI_MODEL]
The AI model this is used with e.g. GPT-4, Claude, Gemini
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