logic-causality-mapping

What problem does it solve?

This Skill helps you replace misleading “it happened then it caused” stories with explicit causal structure so you can diagnose root causes, predict impact, and test causal claims.

Core Features & Use Cases

• Root Cause Tracing: Work backward from an observed effect to proximate cause, root cause, and contributing factors.
• Impact Mapping: Work forward from a proposed change to direct effects, downstream consequences, irreversible effects, and cascade risks.
• Dependency Mapping & Counterfactual Testing: Identify what must be true for a plan to succeed and evaluate whether a causal claim holds under counterfactual reasoning.

Quick Start

Use the logic-causality-mapping skill by describing the observed outcome or the change you’re considering, including any timing, measurements, and the concrete question you want answered (e.g., what caused it or what breaks if we change it).