Step Back
# Layer 09: Step-Back Prompting
**Research:** Zheng et al. 2023 — "Take a Step Back: Evoking Reasoning via Abstraction"
**Impact:** +15% on domain-specific problems requiring underlying principles
## Technique
Before tackling the specific problem, first consider the higher-level principle or abstraction that governs it. This prevents getting lost in details without understanding the framework.
## Application Templatewhen to use it
Community prompt sourced from the open-source GitHub repo ShaheerKhawaja/ProductionOS (MIT). A "Step Back" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.
tags
roleplaycommunitygeneral
source
ShaheerKhawaja/ProductionOS · MIT