Reasoning Verifier

Verify reasoning using the Reverse Chain-of-Thought (RCoT) methodology to detect and correct errors in LLM-generated solutions by systematically comparing what the problem stated versus what the solution assumed.

When to Use

• After complex multi-step reasoning or analysis tasks
• When solution correctness is critical
• To catch overlooked conditions from the original problem
• To identify hallucinated assumptions not present in the original problem
• Before finalizing recommendations or decisions based on LLM analysis

RCoT Methodology

Follow these steps in order:

Step 1: Problem Decomposition

Extract all conditions from the original problem: