variance-analysis

Name: variance-analysis
Availability: InStock
Author: nmoralescyber

Analyzes metric variance and outputs actionable explanations with driver breakdowns.

Updated Apr 25, 2026

Search Tags:#narrative #decomposition #finance #saas #board #variance #driver-analysis

Ready to run

npx skills add https://github.com/nmoralescyber/claude-skill-optimization --skill variance-analysis-nmoralescyber

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: variance-analysis
Source: https://github.com/nmoralescyber/claude-skill-optimization/tree/main/skills/finance/variance-analysis
Command: npx skills add https://github.com/nmoralescyber/claude-skill-optimization --skill variance-analysis-nmoralescyber

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Explains the WHY behind a financial variance by decomposing changes into driver components (volume × price × mix) or cost drivers (volume × rate × efficiency), pairing an executive narrative with a clear next action to enable fast, informed decisions.

Core Features & Use Cases

Driver decomposition to reveal the exact mix of volume, price/rate, and mix effects (or cost drivers) behind variance.
Executive narrative tailored for leadership and boards, anchored with concrete cohorts, contracts, and sources.
Actionable guidance with a recommended next step (Sustain / Investigate / Monitor / Mitigate) and owner assignment.
Use cases include budget vs actual, period-over-period variance, forecast updates, and variance waterfalls for SaaS metrics.

Quick Start

Analyze a variance and output a driver-based explanation with a concise executive narrative and recommended action.

Frequently Asked Questions about variance-analysis

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

FAQPage Schema

How do I explain the drivers behind a financial variance for an executive narrative?▼

To explain a financial variance for an executive narrative, decompose the change into driver components like volume, price, and mix, then pair the findings with a recommended action for leadership.

What is the best way to decompose revenue variance into volume, price, and mix effects?▼

The best way to decompose revenue variance is to break down the changes into driver components such as volume, price/rate, and mix effects, revealing the exact combination driving the financial difference.

Can I generate board-ready commentary for budget vs actual variance?▼

Yes, you can generate board-ready commentary for budget vs actual variance by producing an executive narrative anchored with concrete cohorts and contracts, alongside a recommended next step like Investigate or Sustain.

Does this approach support cost driver decomposition for SaaS metrics?▼

Yes, this approach supports cost driver decomposition for SaaS metrics by analyzing volume, rate, and efficiency drivers, applying it to scenarios like forecast updates and period-over-period variance waterfalls.

How do I align variance analysis with financial statements and dashboard workflows?▼

You align variance analysis with financial statements and dashboard workflows by integrating the driver decomposition outputs with data:build-dashboard and finance:statements workflows to generate actionable guidance.

What should I include in a variance analysis to assign ownership for next steps?▼

A variance analysis should include driver decomposition, an executive narrative, and actionable guidance with a recommended next step such as Monitor or Mitigate, ensuring clear owner assignment for follow-up.