U0376 Logistics Failure Root Cause Miner

Logistics Failure Root-Cause Miner

Why This Skill Exists

We need this skill because impact work fails when scarce resources are not routed intelligently. This specific skill finds recurring break patterns to speed remediation.

When To Use

Use this skill when the request explicitly needs "Logistics Failure Root-Cause Miner" outcomes in the Resource Allocation and Logistics domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Logistics Failure Root-Cause Miner, 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 error pattern mining, and produce root-cause clusters with deterministic scoring.
4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.