ag-lingo-auditor

Audit Excel financial model text for spelling, grammar, terminology consistency, and unit labels.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Excel financial models often contain typos, inconsistent terminology, missing unit labels, and grammatical errors that reduce professionalism, cause misinterpretation of data, and undermine stakeholder confidence in the analysis.

Core Features & Use Cases

  • Comprehensive Text Scanning: Audits all text in the workbook including sheet tabs, headers, row/column labels, and cell comments for spelling and grammar issues.
  • Terminology Consistency Enforcement: Identifies variant spellings of the same term (e.g., "Cashflow" vs "Cash Flow", "EBITDA" vs "Ebitda") and flags outliers against the most frequently used (dominant) term in the workbook.
  • Unit Label Validation: Checks that all numerical blocks have clear unit indicators (currency, percentages, physical units, time) to eliminate ambiguity in financial outputs.
  • Use Case: For a client-facing project finance model, this skill catches typos in key output headers and inconsistent labeling of debt service metrics to ensure the final deliverable is polished and credible.

Quick Start

Use the ag-lingo-auditor skill to review the attached 'Project_Finance_Model_v2.xlsx' file for all spelling, grammar, naming consistency, and unit label issues, and provide a grouped findings report with cell references and error categories.

Frequently Asked Questions about ag-lingo-auditor

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

FAQPage Schema
How do I audit an Excel financial model for spelling and grammar errors?

To audit an Excel financial model for spelling and grammar errors, this skill scans all workbook text elements including sheet tabs, headers, labels, and comments to identify mistakes and ensure professional deliverables.

How do I check Excel workbook text for inconsistent financial terminology?

To check Excel workbook text for inconsistent financial terminology, the skill tallies term frequencies and flags variant spellings like 'Cashflow' versus 'Cash Flow' against the dominant term used in the workbook.

Can I validate missing unit labels in Excel financial models?

You can validate missing unit labels in Excel financial models by applying context-aware checks to numerical blocks, ensuring clear indicators for currency, percentages, physical units, and time are present.

Do I need openpyxl to extract text from Excel financial models?

You need openpyxl or pywin32 to extract text from Excel financial models, as the skill relies on these libraries for workbook text extraction and deterministic term-frequency tallying.

What is the best way to catch typos in Excel project finance headers?

The best way to catch typos in Excel project finance headers is using a comprehensive text scanner that reviews sheet tabs, row labels, and cell comments to flag errors grouped by category with cell references.

Are there limitations to checking sheet tab hygiene in Excel financial models?

A limitation of checking sheet tab hygiene in Excel financial models is that while the script deterministicly flags naming issues, spelling and unit label validation still relies on judgment-based review for context-aware accuracy.