Problem Definition Engine

What it does

The Problem Definition Engine is a diagnostic framework designed to prevent the single biggest cause of organizational waste: solving the wrong problem. It functions as a pre-solution architectural layer that strips away symptomatic noise, audits hidden assumptions, and decomposes "blob" problems into actionable structures.

Why use this skill

Most AI prompts jump straight to brainstorming solutions for surface-level distress signals like "low conversion" or "team misalignment." This skill pushes back, refusing to solve until the problem is rigorously defined. It identifies whether you are facing a clarity issue, an incentive misalignment, or a structural bottleneck, ensuring you don't apply process fixes to people problems (or vice versa).

Supported Outputs

Unlike standard chat responses, this engine provides a structured architectural map of your situation, including:

• Symptom Stripping: Separating surface pain from root causes.
• Assumption Audit: Identifying the "false centers" warping your diagnosis.
• Problem Stack: Breaking the issue into independent, manageable layers.
• Refined Problem Statements: Iterative versions of the problem that are increasingly precise and decision-useful.
• First Solvable Unit: Determining exactly where the first dollar or hour of effort should be spent.