ag-efficiency-auditor

Audit Excel financial models for complex, redundant, and volatile formulas.

1|Updated Jun 12, 2026
One-click install
npx skills add https://github.com/Sampi314/Sam-Plugin-Marketplace --skill ag-efficiency-auditor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ag-efficiency-auditor
Source: https://github.com/Sampi314/Sam-Plugin-Marketplace/tree/main/Audit%20General/skills/ag-efficiency-auditor
Command: npx skills add https://github.com/Sampi314/Sam-Plugin-Marketplace --skill ag-efficiency-auditor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Excel financial models with overly long, redundant, or volatile formulas are difficult to audit, slow to recalculate, and prone to hidden errors, creating significant maintenance and verification overhead for finance and accounting teams.

Core Features & Use Cases

  • Mega-Formula Detection: Flags formulas exceeding 500 characters (critical severity if over 1,000) that are unauditable even when mathematically correct.
  • Volatile Function Audit: Identifies high-impact volatile functions (OFFSET, INDIRECT, RAND, etc.) that trigger full workbook recalculation and degrade performance.
  • Redundancy Scanning: Catches repeated identical calculations across disjoint row groups that can be consolidated into single helper rows to reduce bloat. Use case: For a 10,000-row financial model with dozens of nested IF statements and OFFSET functions, this skill flags 12 critical Mega-Formulas, 27 volatile function instances, and 3 sets of redundant subtotal calculations, delivering a prioritized list of fixes to improve model speed and auditability.

Quick Start

Use the ag-efficiency-auditor skill to audit the attached Excel financial model for formula complexity, redundant calculations, and volatile function usage, then provide a prioritized list of findings and actionable improvement recommendations.

Frequently Asked Questions about ag-efficiency-auditor

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

FAQPage Schema
How do I audit Excel financial models for formula bloat and slow recalculation?

Auditing Excel financial models for formula bloat involves scanning workbooks to identify overly complex formulas, redundant calculations, and volatile functions that degrade performance. This process flags mega-formulas over 500 characters and repeated identical calculations across disjoint row groups.

What Excel volatile functions trigger full workbook recalculation and degrade performance?

Excel volatile functions like OFFSET, INDIRECT, and RAND trigger full workbook recalculation and degrade performance. Auditing identifies these high-impact volatile function instances to deliver a prioritized list of fixes for model speed and auditability.

How do I detect redundant calculations in large Excel forecasting workbooks?

Detecting redundant calculations in large Excel forecasting workbooks requires scanning for repeated identical calculations across disjoint row groups. These can be consolidated into single helper rows to reduce bloat and improve model auditability.

Can I audit a 10,000-row financial model with nested IF statements for model auditability?

You can audit a 10,000-row financial model with nested IF statements by applying severity-calibrated findings. It flags critical mega-formulas, volatile function instances, and redundant subtotal calculations to produce actionable improvement recommendations.

What is the best way to flag mega-formulas in Excel regulatory reporting models?

The best way to flag mega-formulas in Excel regulatory reporting models is to scan for formulas exceeding 500 characters, assigning critical severity if they surpass 1,000 characters. This identifies unauditable formulas even when mathematically correct.

Do I need a pre-extracted workbook JSON file to perform an Excel formula optimization audit?

You need a pre-extracted workbook JSON file to perform an Excel formula optimization audit. The audit requires this structured input alongside shared audit standards to produce standardized, severity-calibrated findings for model optimization.