excel-variance-analyzer_skill

This skill analyzes budget versus actual variances in Excel, provides drill-down insights, materiality filtering, and executive variance reporting.
  • Python

7

GitHub Stars

1

Bundled Files

2 months ago

Catalog Refreshed

4 months ago

First Indexed

Readme & install

Copy the install command, review bundled files from the catalogue, and read any extended description pulled from the listing source.

Installation

Preview and clipboard use veilstrat where the catalogue uses aiagentskills.

npx veilstrat add skill jst-well-dan/skill-box --skill excel-variance-analyzer

  • SKILL.md2.0 KB

Overview

This skill analyzes budget vs actual variances in Excel, providing automated drill-downs, materiality filtering, and waterfall charts for clear executive reporting. It identifies root causes of variance and produces exception reports that highlight favorable and unfavorable movements. Designed for finance teams to speed up variance investigation and presentation.

How this skill works

Import budget and actuals into the comparison template to compute absolute and percentage variances by period, category, and cost center. The tool applies configurable materiality thresholds to flag exceptions, supports mapping for misaligned categories, and builds drill-down views to trace variance to line items. It also generates a budget-to-actual waterfall that visually explains the bridge and summarizes favorable vs unfavorable impacts.

When to use it

  • Monthly or quarterly P&L variance analysis
  • Investigating significant budget misses or unexpected results
  • Preparing executive variance reports and presentations
  • Department or cost-center budget reviews
  • Prior to board or stakeholder meetings to explain drivers

Best practices

  • Ensure budget and actual data share consistent period granularity and category codes
  • Set clear materiality thresholds to focus investigation on meaningful variances
  • Use a mapping table when chart of accounts changed to avoid misclassification
  • Handle zero-budget cases with conditional formulas to prevent divide-by-zero errors
  • Keep a documented drill-down path so findings are reproducible for auditors

Example use cases

  • Monthly P&L: produce a waterfall showing why revenue missed budget and where OPEX saved money
  • Department review: list departments over budget YTD and drill to line items causing the variance
  • Ad hoc query: explain a $500K miss this month with a ranked contribution table and waterfall chart
  • Budget close: run materiality-filtered exception report to prioritize reconciliation tasks

FAQ

Create a mapping table to align categories before running the analysis; the skill uses the map to consolidate and compare correctly.

How are materiality thresholds applied?

You can configure absolute or percentage thresholds; items below threshold are suppressed in exception reports to reduce noise.

How does it handle zero budgets for percentage variance?

Use conditional formulas (IF) to avoid divide-by-zero and show absolute variance or an alternative percentage based on prior period or rolling average.

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