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MECE Problem Solver
Transform vague business problems into structured, falsifiable hypothesis trees and prioritized analysis plans.
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See it in action
You say
Our SaaS platform's churn rate for enterprise customers has increased by 15% in the last 6 months. We don't know why this is happening or what to fix first.
Your agent does
The question is: Why has enterprise churn increased by 15%—so we can decide whether to overhaul the CS touchpoints or the product roadmap.
Hypothesis: The primary driver is integration friction with newly adopted ERPs.
H1: Compatibility issues H2: UX Complexity H3: Pricing vs Value
What you get
About this skill
Structured Problem Solving for Complex Business Challenges
In a world of vague problem statements and "symptom-first" thinking, the MECE Problem Solver is a developer-grade tool for logic. Built on the core principles of top-tier strategy consulting, this skill forces structured decomposition on ambiguous business problems, moving you from a messy situation to a falsifiable analysis plan in seconds.
What it does
The skill acts as a senior strategy consultant that rigorously interrogates your problem statement. It restates your challenge in a crisp, decision-oriented format, develops a directional top-level hypothesis, and then breaks it down into Mutually Exclusive and Collectively Exhaustive (MECE) sub-hypotheses. Finally, it generates a concrete analysis plan with named data sources and success criteria.
Why use this skill
Prompting an AI yourself often results in generic brainstorming or "it depends" hedging. This skill is engineered to avoid the "symptom trap" and "solution bias." It provides a high-density, one-page strategic framework that tells you exactly what to measure, where to get the data, and which analysis to run first based on impact and speed. The output is professional, rigorous, and ready for executive review.
Output Format
- Validated Problem Statement: A focused "The question is..." statement.
- Falsifiable Hypothesis: A directional claim that can be proven wrong.
- MECE Decomposition: Three distinct, non-overlapping drivers.
- Analysis Plan: Specific metrics, data sources, and thresholds for confirmation.
- Prioritization: A clear "test this first" directive with justification.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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