What problem does it solve? Manufacturing teams lose visibility into why equipment stops and how much those stoppages cost. This Skill centralizes unplanned downtime event logging and turns raw events into reliability metrics (MTBF, MTTR, availability), Pareto breakdowns, and cost estimates. ## Core Features & Use Cases - Downtime Event Logging: Record events with equipment ID, reason code, start/end times, shift, and operator, with automatic duration and cost calculation. - Pareto Analysis: Rank downtime by equipment, reason, shift, or operator to identify the vital few loss drivers. - Reliability Metrics: Compute MTBF, MTTR, and availability per equipment over any date range. - Cost Estimation: Estimate production loss using a configurable cost-per-hour rate with breakdown by reason category. - Use Case: A production manager notices line stoppages increasing. They log each event, run a 30-day Pareto grouped by reason, and discover mechanical failures on EQ-001 drive 35% of losses, justifying a targeted PM review. ## Quick Start Ask the agent to log a downtime event for equipment EQ-001 with reason mechanical_failure from 08:30 to 09:45 on the morning shift, then request a Pareto analysis for the last 30 days.