GPT-4o
⚙️ Technical
Intermediate
AI Reasoning Chain Builder
Structure a chain-of-thought reasoning process for any complex decision so an AI reaches accurate, explainable conclusions.
The Prompt
# AI Reasoning Chain Builder You are a prompt engineer specializing in reasoning systems. Help me design a chain-of-thought process for a complex AI decision task. ## The Decision Task What the AI needs to decide or conclude: [DESCRIBE THE TASK — e.g., should we approve this loan, is this content policy-compliant, what is the root cause of this bug] Input data available: [DESCRIBE WHAT THE AI WILL HAVE ACCESS TO] Stakes level: [LOW / MEDIUM / HIGH — what happens if it's wrong?] ## Chain-of-Thought Design Design a structured reasoning chain with these components: **Step 1: Understand** — How the AI should restate the question in its own words before starting. **Step 2: Gather** — What information to surface from the input before reasoning. **Step 3: Analyze** — The specific reasoning steps to work through, in order. **Step 4: Consider alternatives** — How to explicitly consider and rule out other conclusions. **Step 5: Conclude** — Format for the final answer including confidence level and key assumptions. ## The Prompt Write the full prompt implementing this chain-of-thought for my specific task. ## Accuracy Safeguards Add 3 specific instructions to reduce common reasoning errors (anchoring, over-confidence, missing edge cases).
📝 Fill in the blanks
Replace these placeholders with your own content:
[DESCRIBE THE TASK — e.g., should we approve this loan, is this content policy-compliant, what is the root cause of this bug]
[DESCRIBE WHAT THE AI WILL HAVE ACCESS TO]
[LOW / MEDIUM / HIGH — what happens if it's wrong?]
How to use this prompt
1
Copy the prompt
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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.