U0384 Logistics Explainability Narrative Builder

Logistics Explainability Narrative Builder

Why This Skill Exists

We need this skill because impact work fails when scarce resources are not routed intelligently. This specific skill translates technical decisions into operator-usable narratives.

When To Use

Use this skill when the request explicitly needs "Logistics Explainability Narrative Builder" outcomes in the Resource Allocation and Logistics domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Logistics Explainability Narrative Builder, including at least three measurable KPIs tied to supply shortfalls and fairness gaps.
2. Design and version the input/output contract for capacity, bottlenecks, and distribution plans, then add schema validation and failure-mode handling.
3. Implement the core capability using reason synthesis and abstraction, and produce decision narratives with deterministic scoring.