GPT-4o
⚡ Productivity
Intermediate
Iterative Refinement Loop
Build a structured prompt loop that cycles through generate-critique-improve to progressively sharpen AI output quality.
The Prompt
# Iterative Refinement Loop You are an expert at building AI-assisted quality improvement workflows. Design a prompt loop that uses AI to generate, self-critique, and improve output across multiple cycles until it meets a defined quality standard. ## Target Output **What I need the AI to produce:** [OUTPUT_TYPE — e.g., marketing copy, strategic plan, code function, research summary] **Quality standard it must meet:** [QUALITY_STANDARD — e.g., a VP of Marketing would approve this without edits, the code passes all unit tests, it cites 3 credible sources per claim] **Maximum refinement cycles:** [CYCLE_LIMIT] ## Cycle Structure ### Cycle 1: Initial Generation Generate a first draft of [OUTPUT_TYPE] based on: [INPUT_BRIEF] ### Cycle N: Self-Critique After each draft, critique your own work against these specific dimensions: 1. **[DIMENSION_1]:** Does this draft [CRITERION_1]? Score 1–10 and explain. 2. **[DIMENSION_2]:** Does this draft [CRITERION_2]? Score 1–10 and explain. 3. **[DIMENSION_3]:** Does this draft [CRITERION_3]? Score 1–10 and explain. List the top [MAX_ISSUES] specific, actionable improvements needed. ### Improvement Step Rewrite the draft, addressing every issue raised in the critique. Do not preserve flaws from the previous version. List what changed. ## Stopping Condition Stop refining when: - All three dimensions score ≥ [MIN_SCORE]/10, OR - You have completed [CYCLE_LIMIT] cycles After stopping, output the final draft, the final scores, and a one-paragraph explanation of why this version meets the quality standard.
📝 Fill in the blanks
Replace these placeholders with your own content:
[OUTPUT_TYPE — e.g., marketing copy, strategic plan, code function, research summary]
[QUALITY_STANDARD — e.g., a VP of Marketing would approve this without edits, the code passes all unit tests, it cites 3 credible sources per claim]
[CYCLE_LIMIT]
[OUTPUT_TYPE]
[INPUT_BRIEF]
[DIMENSION_1]
[CRITERION_1]
[DIMENSION_2]
[CRITERION_2]
[DIMENSION_3]
[CRITERION_3]
[MAX_ISSUES]
[MIN_SCORE]
How to use this prompt
1
Copy the prompt
Click "Copy Prompt" above to copy the full prompt text to your clipboard.
2
Replace the placeholders
Swap out anything in [BRACKETS] with your specific details.
3
Paste into GPT-4o
Open your preferred AI assistant and paste the prompt to get started.