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financial-dashboard-generator skill

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/plugins/babysitter/skills/babysit/process/specializations/domains/business/finance-accounting/skills/financial-dashboard-generator

This skill generates automated financial dashboards with KPI tracking, variance analysis, and executive reports for clear decision making.

npx playbooks add skill a5c-ai/babysitter --skill financial-dashboard-generator

Review the files below or copy the command above to add this skill to your agents.

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SKILL.md

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---
name: financial-dashboard-generator
description: Automated financial dashboard and KPI visualization skill with executive reporting capabilities
allowed-tools:
  - Read
  - Write
  - Glob
  - Grep
  - Bash
metadata:
  specialization: finance-accounting
  domain: business
  category: reporting-analytics
  priority: medium
  shared: true
---

# Financial Dashboard Generator

## Overview

The Financial Dashboard Generator skill provides automated financial reporting and visualization capabilities. It enables KPI tracking, variance analysis presentation, and executive reporting through dynamic dashboards.

## Capabilities

### KPI Calculation and Trending
- Financial KPI computation
- Operational metric tracking
- Period-over-period trending
- YTD/MTD calculations
- Benchmark comparison
- Target tracking

### Variance Waterfall Charts
- Budget vs. actual bridges
- Period-over-period bridges
- Component breakdown
- Cumulative impact
- Interactive drill-down
- Custom categorization

### Executive Summary Generation
- Automated narrative creation
- Key highlight extraction
- Exception identification
- Trend commentary
- Action item tracking
- Performance context

### Board Deck Automation
- Template population
- Consistent formatting
- Chart generation
- Data validation
- Version control
- Distribution management

### Drill-Down Report Creation
- Hierarchical navigation
- Detail access
- Filter capabilities
- Cross-referencing
- Export functionality
- User customization

### Mobile-Responsive Dashboards
- Responsive design
- Touch optimization
- Offline capability
- Push notifications
- Quick access metrics
- Simplified views

## Usage

### Executive Dashboard
```
Input: Financial data, KPI definitions, reporting period
Process: Calculate metrics, generate visualizations, create narrative
Output: Executive dashboard, KPI report, variance analysis
```

### Board Reporting Package
```
Input: Period results, comparative data, management commentary
Process: Populate templates, generate charts, compile package
Output: Board presentation, supporting schedules, appendices
```

## Integration

### Used By Processes
- Variance Analysis and Reporting
- Month-End Close Process
- Annual Budget Development

### Tools and Libraries
- Power BI API
- Tableau API
- Financial visualization libraries
- Reporting automation tools

### Cross-Specialization Use
- Any domain requiring executive reporting
- KPI visualization across specializations

## Best Practices

1. Standardize KPI definitions across organization
2. Maintain consistent visual design language
3. Build for self-service exploration
4. Include data freshness indicators
5. Provide context for metrics
6. Enable action from insights

Overview

This skill automates creation of financial dashboards, KPI visualizations, and executive reporting packages. It produces interactive charts, variance analyses, and narrative summaries to support decision-making. Designed for period reporting, board packs, and operational oversight, it streamlines repetitive report assembly while preserving auditability.

How this skill works

The skill ingests financial inputs, KPI definitions, and comparative data, then computes standard and custom metrics including MTD/YTD, trends, and benchmarks. It generates visualizations such as variance waterfalls and trend charts, composes executive summaries with highlighted exceptions, and assembles slide-ready board decks and drill-down reports. Outputs are formatted for responsive display, export, and distribution through reporting APIs or automation pipelines.

When to use it

Monthly close and variance analysis to explain driver-level changes
Preparing board or executive presentations with consistent charts and narratives
Tracking operational and financial KPIs across periods and benchmarks
Automating distribution of recurring reports and maintaining version control
Enabling finance teams to create self-service drill-downs for ad hoc queries

Best practices

Standardize KPI definitions and calculation rules across teams before use
Maintain a consistent visual design and labeling convention for clarity
Include data freshness and source metadata on every dashboard
Enable filters and drill-down paths so users can investigate exceptions
Automate validation checks to catch data mismatches before publishing

Example use cases

Generate an executive dashboard that shows revenue, margin, and top variances with narrative commentary
Produce a board reporting package populated from period-close datasets with versioned slides and appendices
Create variance waterfall charts breaking budget vs. actual by component with interactive drill-down
Deliver mobile-responsive KPI summaries and push alerts for threshold breaches
Automate recurring month-end schedules with exported supporting schedules for audit

FAQ

What data formats does the skill accept?

It supports common tabular inputs (CSV, XLSX) and direct connections to BI APIs or databases for automated pulls.

Can I customize KPI definitions and reporting templates?

Yes. KPI logic, categories, and slide templates are configurable so outputs match organizational standards.