Operational dashboard generator

Skill a5c-ai/babysitter/library/specializations/domains/business/operations/skills/operational-dashboard-generator

Real-time operational performance dashboard skill with KPI visualization and alertingFrom its SKILL.md

Install

npx -y skills add a5c-ai/babysitter --skill operational-dashboard-generator

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SKILL.md

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Operational Dashboard Generator

Overview

The Operational Dashboard Generator skill provides comprehensive capabilities for creating real-time operational performance dashboards. It supports KPI definition, visual management displays, trend analysis, and alert configuration.

Capabilities

KPI definition and calculation
Real-time data integration
Visual management displays
Trend analysis
Alert threshold configuration
Drill-down reporting
Mobile dashboard access
Executive summary generation

Used By Processes

CI-001: Operational Excellence Program Design
SIX-002: Statistical Process Control Implementation
QMS-003: Quality Audit Management

Tools and Libraries

Power BI
Tableau
Grafana
Real-time data platforms

Usage

skill: operational-dashboard-generator
inputs:
  dashboard_type: "operations_center"  # executive | operations_center | shop_floor
  kpis:
    - name: "OEE"
      target: 85
      warning_threshold: 75
      critical_threshold: 65
      calculation: "(availability * performance * quality)"
    - name: "On-Time Delivery"
      target: 98
      warning_threshold: 95
      critical_threshold: 90
      calculation: "(on_time_orders / total_orders) * 100"
  data_sources:
    - type: "mes"
      connection: "mes_api"
    - type: "erp"
      connection: "sap_bapi"
  refresh_rate: 60  # seconds
outputs:
  - dashboard_definition
  - visualization_specs
  - alert_configuration
  - data_model
  - mobile_view

KPI Categories

Production KPIs

KPI	Definition	Target
OEE	Equipment effectiveness	>85%
Throughput	Units per hour	Per plan
Yield	Good units / Total units	>99%
Cycle Time	Time per unit	At takt

Quality KPIs

KPI	Definition	Target
First Pass Yield	Pass first time	>98%
Defect Rate	Defects per million	<1000
Scrap Rate	Scrap cost %	<1%
Customer Complaints	Per period	Trending down

Delivery KPIs

KPI	Definition	Target
On-Time Delivery	% shipped on time	>98%
Lead Time	Order to ship	Per commitment
Schedule Attainment	Actual vs. plan	>95%
Backlog	Past due orders	Zero

Dashboard Design Principles

Information Hierarchy

Key metrics (big numbers)
Trends (charts)
Details (tables)
Drill-down (links)

Visual Best Practices

Use color meaningfully (RAG status)
Minimize clutter
Consistent layout
Clear labels
Real-time updates

Alert Configuration

Level	Threshold	Action
Info	Near target	Monitor
Warning	Below target	Investigate
Critical	Significantly below	Immediate action

Dashboard Layers

Executive Dashboard

High-level summary
Company-wide view
Weekly/monthly trends
Strategic KPIs

Operations Center

Site-level view
Daily/hourly trends
Operational KPIs
Resource status

Shop Floor Display

Real-time status
Line-level view
Visual management
Immediate feedback

Integration Points

Manufacturing Execution Systems
ERP systems
Quality Management Systems
IoT/sensor data

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.