Step-Back Prompting

Derive general principles before solving specific problems to reduce errors by 36%.

Category: Engineering | Type: Skills

Skills: Abstraction, Step-Back, Reasoning

Techniques: Few-Shot

Prompt

Step-back prompting asks the model to derive a general principle before solving the specific problem. Process: 1. Present [your specific question]. 2. Before answering, ask: "What is the general principle or concept behind this question?" 3. Have the model answer the general question first. 4. Then apply that principle to the specific case. Example — Specific: "What happens to the pressure of an ideal gas if I double the temperature and halve the volume?" Step-back: "What are the physics principles governing ideal gas behavior?" The model retrieves PV=nRT, then applies it correctly. Why it works: specific questions trigger pattern matching (which can be wrong). Abstract questions trigger deeper knowledge retrieval. Step-back prompting reduces errors on physics and chemistry benchmarks significantly. Use it whenever the question has an underlying framework the model might skip over in its rush to answer.

Browse all prompts at Ask Wisely