Deep Thinking and Assumption Interrogation
Key Capabilities
- Hidden Assumption Extraction: Automatically identifies the unspoken biases and default premises you've brought to your problem, preventing you from solving the wrong issue.
- Critical Gap Analysis: Highlights missing context that could drastically alter the final conclusion, ensuring edge cases aren't ignored.
- Pre-Computation Interrogation: Forces the AI into a consultant role where it must ask one surgically precise question to clarify your true intent before generating a solution.
Underlying Mechanism
This prompt utilizes a "Reverse-Prompting" and mandatory Chain of Thought (CoT) mechanism. By explicitly instructing the AI to not answer immediately, it breaks the model's default RLHF behavior of being an eager "yes-man". Instead, the Markdown control flow forces the model to execute a structured critique of the input prompt first, converting the interaction from a simple query-response into a rigorous dialectic process.
Ideal Use Cases
- Making complex architectural or strategic business decisions.
- Debugging systemic issues where the root cause is unclear.
- Navigating nuanced life advice or career choices where you might have "unknown unknowns".
When NOT to Use (Anti-Patterns)
- Simple factual queries (e.g., "What is the capital of France?") where deep analysis is overkill.
- Urgent coding syntax fixes or immediate tasks where back-and-forth dialogue is too slow.
Pro Tip
If you find this workflow incredibly valuable, add this exact prompt to your ChatGPT's "Custom Instructions" or Claude's "Project Instructions". This will permanently alter the AI's behavior to interrogate all your complex queries by default.
Source Reference: Curated Reddit Prompt via User Submission
How to Use This Prompt
Copy or Save to Vault
Click Copy Prompt for quick access, or hit the â star button to save to your Vault to edit templates, customize values, and auto-fill variables.
Fill in Variables
Replace double-bracket placeholders {{variable}} with your own values, context, or specific inputs.
Run in AI Model
Paste directly into ChatGPT, Claude, DeepSeek, or Gemini for structured, high-accuracy outputs.