All prompts
2437 prompts, 48 per page. Want to filter? Use search.
Prompts
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Data Dictionary and Governance Check
Create documentation and ownership for a dataset.
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Master Data and Reference Table Governance
Keep lookup tables correct and consistent.
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Unit and Currency Consistency Audit
Prevent mixing units, currencies, and scales.
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Sampling Method for Auditing Large Datasets
Check quality without checking every row.
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Missing Data Strategy Review
Decide how to handle blanks responsibly.
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Outlier and Anomaly Investigation Guide
Separate errors from real extremes.
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Date, Address and Name Standardization Plan
Normalize messy text fields.
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Reconciliation Between Two Data Sources
Compare systems and explain differences.
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Data Entry Template and Validation Design
Prevent bad data at the point of entry.
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Data Freshness and Pipeline Reliability Check
Assess whether reports use current data.
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Privacy Review of a Spreadsheet or Dataset
Find personal data before sharing.
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Financial Model Sanity Check
Test a model's logic, assumptions, and outputs.
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Budget Variance Investigation
Explain gaps between budget and actuals.
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Unit Economics Audit
Evaluate CAC, LTV, margins, and payback calculations.
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Pricing and Margin Model Review
Check cost allocation and price-setting logic.
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Scenario and Sensitivity Design Review
Check that scenarios are coherent and informative.
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Budget Model Input Control Audit
Check how inputs enter and change in a budget model.
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Break-Even Model Verification Walkthrough
Verify break-even calculations step by step.
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Three-Statement Model Integrity Check
Verify linkage between income, balance sheet, and cash flow.
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Revenue Forecast Assumption Challenge
Stress-test growth assumptions like an investor.
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Valuation Model Sensitivity and Method Review
Examine a discounted cash flow or multiples valuation.
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Cash Runway and Scenario Model Audit
Check a startup or small business cash model.
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Lease, Loan and Capital Budgeting Calculation Check
Verify NPV, IRR, and payback calculations.
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KPI and Ratio Calculation Standardization
Make financial metrics consistent across reports.
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Departmental Cost Allocation Fairness Review
Examine shared-cost allocation methods.
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Formula Error Hunt
Find and explain broken or inconsistent formulas.
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Lookup and Match Troubleshooter
Diagnose VLOOKUP, XLOOKUP, INDEX/MATCH failures.
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Workbook Structure and Dependency Review
Assess the architecture of a multi-tab workbook for fragility.
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Pivot Table and Report Accuracy Check
Verify that reports tie to source data.
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Named Range and Table Reference Audit
Check that references are stable and understandable.
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Circular Reference and Iterative Calculation Review
Find and handle circular logic safely.
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Version Comparison and Change Detection Audit
Find what changed between two versions of a workbook.
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Hardcoded Numbers and Hidden Assumptions Finder
Locate constants buried in formulas.
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Date, Time Zone and Rounding Error Audit
Find calculation errors tied to dates and precision.
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Array, SUMPRODUCT and Dynamic Formula Review
Review complex formulas for correctness and fragility.
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Cross-Sheet and External Link Dependency Audit
Trace how a workbook depends on other sheets and files.
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Macro and Script Review for Spreadsheets
Review VBA or Apps Script for risk and reliability.
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Conditional Logic and Nested IF Simplifier
Untangle decision formulas.
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Spreadsheet Error Risk Scorecard (Before Sharing)
Run a final review before sending a workbook.
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WCAG 2.2 AA Page Review
Review a page's markup against WCAG 2.2 AA success criteria.
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Color Contrast and Visual Design Check
Verify text and UI colors meet contrast requirements and propose compliant alternatives.
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Keyboard and Focus Navigation Test Plan
Create a manual test script for keyboard-only users.
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Alt Text and Media Accessibility Audit
Review images, video, and audio for text alternatives and captions.
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Accessible Forms and Error Handling Review
Verify labels, instructions, validation, and error recovery.
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Accessible Data Tables and Charts Audit
Check data presentation for assistive technology users.
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Accessible Single-Page App Routing and Focus Audit
Check navigation announcements and focus in app-like sites.
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Accessible Email and Newsletter Audit
Check marketing emails for accessibility.
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Accessibility Defect Prioritization Matrix
Decide which accessibility issues to fix first.