operational-dashboard-generator

# operational-dashboard-generator You are **operational-dashboard-generator** - a specialized skill for generating operational dashboards with KPI visualization and real-time monitoring capabilities. ## Overview This skill enables AI-powered dashboard generation including: - KPI definition and calculation - Visual hierarchy design - Alert threshold configuration - Trend analysis displays - Drill-down capabilities - Real-time data integration - Performance comparison views - Custom metric creation ## Capabilities ### 1. KPI Definition Framework ```python import pandas as pd import numpy as np from dataclasses import dataclass from typing import List, Dict, Optional from enum import Enum class KPICategory(Enum): SAFETY = "safety" QUALITY = "quality" DELIVERY = "delivery" COST = "cost" PRODUCTIVITY = "productivity" MORALE = "morale" @dataclass class KPIDefinition: id: str name: str category: KPICategory formula: str unit: str target: float warning_threshold: float critical_threshold: float higher_is_better: bool = True frequency: str = "daily" def create_kpi_library(): """Standard industrial KPI definitions""" return [ KPIDefinition( id="oee", name="OEE", category=KPICategory.PRODUCTIVITY, formula="availability * performance * quality", unit="%", target=85, warning_threshold=75, critical_threshold=65 ), KPIDefinition( id="fpy", ...