explain-my-variance

Decompose P&L line variances into price, volume, mix, and one-time drivers.

2|Updated May 8, 2026
One-click install
npx skills add https://github.com/akiotanaka847/qaio-desktop --skill explain-my-variance
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: explain-my-variance
Source: https://github.com/akiotanaka847/qaio-desktop/tree/main/store/agents/bookkeeping/.agents/skills/explain-my-variance
Command: npx skills add https://github.com/akiotanaka847/qaio-desktop --skill explain-my-variance

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill explains why a Profit & Loss (P&L) line moved by decomposing material changes into price, volume, mix, and one-time drivers grounded in your bookkeeping evidence.

Core Features & Use Cases

  • Variance decomposition with evidence: Breaks each material line change into price, volume, mix, and one-time drivers tied to specific journal entry IDs and transaction sets.
  • Multi-baseline comparison: Compares actuals against budget (if available), prior period, and same period prior year.
  • Residuals, not guesses: Surfaces unexplained residuals explicitly instead of quietly inventing causes.
  • Narrative report for decision-making: Produces a 3–5 paragraph story highlighting the biggest movers rather than only a spreadsheet.

Quick Start

Use the explain-my-variance skill to analyze the P&L for March 2025 using your existing journal entries and any available budget file, and write a driver-backed 3–5 paragraph explanation of the largest swings.

Frequently Asked Questions about explain-my-variance

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I explain P&L variance using journal entry drivers?

P&L variance analysis decomposes material line movements into price, volume, mix, and one-time drivers grounded in specific journal entry IDs to explain why actuals differ from budget or prior periods.

How do I perform month-end variance analysis against budget and prior year baselines?

Month-end variance analysis compares actuals against budget, prior period, and same period prior year, applying materiality filters to isolate significant swings and producing a narrative report explaining the largest movers.

What is the best way to decompose budget vs actual variances into drivers?

Decomposing budget vs actual variances breaks down material changes into price, volume, mix, and one-time drivers tied to transaction sets, surfacing unexplained residuals explicitly rather than guessing causes.

Can I generate a narrative report for variance analysis instead of just a spreadsheet?

Yes, variance analysis can produce a 3–5 paragraph narrative report highlighting the biggest P&L movers with driver attribution, providing a decision-ready story rather than only spreadsheet data.

Do I need bookkeeping data and budget files to run a profit and loss variance analysis?

Yes, running P&L variance analysis requires loading bookkeeping context alongside journal entries and any available budget file to compute materiality-filtered variances and attribute drivers accurately.

Why does my variance analysis leave unexplained residuals on the P&L?

Unexplained residuals surface when P&L line movements cannot be substantiated by journal-backed drivers, ensuring variance analysis reports explicit residuals instead of quietly inventing causes for unsupported swings.