FactoryOps AI Plant-Floor Essentials Pack
Three plant-floor skills: maintenance triage + shift handoff + OEE narratives.
Three Claude skills for the plant-floor intelligence layer: predictive-maintenance alert triager (turns sensor noise into prioritized action), shift handoff reporter (day → night structured handoff from MES data), and OEE narrative generator (raw numbers → executive-readable explanation of what moved and why). Companion to the FactoryOps AI flagship.
Coming soon — content is being finalized. Email josh@thetalkinghedge.com to be notified when this pack ships.
What's included (3 skills)
OEE Narrative Generator (Raw Numbers → Executive Brief)
Pulls OEE (Overall Equipment Effectiveness) components — Availability, Performance, Quality — from MES, diagnoses the driver of every movement week-over-week, and writes the executive-readable narrative: what moved, why, what we're doing about it. Replaces the "here's the OEE dashboard, figure it out yourself" pattern that loses plant executives at the chart.
Predictive Maintenance Alert Triager
Claude reasoning layer on top of predictive-maintenance sensor data (MindSphere / ThingWorx / Azure IoT). When a model fires an anomaly alert, Claude pulls the asset's maintenance history, similar past incidents, parts inventory, and tech availability; then recommends: immediate action, scheduled maintenance window, or monitor. Converts raw alert noise into a prioritized action queue the ops team can trust.
Shift Handoff Reporter (Day → Night / Plant Floor)
Pulls MES / ERP production data at shift change, generates the structured handoff report: production vs. target, quality issues, downtime events, safety incidents, maintenance-in-progress, open action items. Replaces the 20-minute verbal hand-off that always loses detail; every incoming shift supervisor walks in with the full context in 2 minutes.