358 lines
9.7 KiB
Markdown
358 lines
9.7 KiB
Markdown
---
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name: excel-variance-analyzer
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description: |
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Automate budget vs actual variance analysis in Excel with flagging, commentary, and executive summaries for financial reporting and FP&A teams Activates when you request "excel variance analyzer" functionality.
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allowed-tools: Read, Write, Edit, Grep, Glob, Bash
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version: 1.0.0
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---
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# Excel Variance Analyzer
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Automates variance analysis for monthly/quarterly financial reporting and budget reviews.
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## When to Invoke This Skill
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Automatically load this Skill when the user asks to:
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- "Analyze budget variance"
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- "Compare actual vs forecast"
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- "Create variance report"
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- "Explain budget differences"
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- "Why are we over/under budget?"
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- "Variance analysis for [period]"
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- "Budget vs actual"
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## Report Structure
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Creates a comprehensive variance report with 3 sheets:
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### Sheet 1: Variance Summary
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```
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| Line Item | Budget | Actual | Variance | % Var | Flag | Commentary |
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|-----------------|---------|---------|----------|-------|------|------------|
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| Revenue | $1,000K | $950K | $(50K) | -5.0% | ⚠️ | Below plan |
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| COGS | $600K | $580K | $(20K) | -3.3% | ✅ | Favorable |
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| Gross Profit | $400K | $370K | $(30K) | -7.5% | 🔴 | Investigate|
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| Operating Exp | $250K | $280K | $30K | 12.0% | 🔴 | Over budget|
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| EBITDA | $150K | $90K | $(60K) | -40.0%| 🔴 | Miss |
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```
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### Sheet 2: Executive Summary
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```
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📊 Performance Highlights
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- Total Revenue: $950K (5.0% below budget)
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- EBITDA: $90K (40.0% below budget)
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- Key Driver: Operating expenses 12% over budget
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🔴 Top 5 Unfavorable Variances:
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1. EBITDA: $(60K) / -40.0%
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2. Revenue: $(50K) / -5.0%
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3. Operating Expenses: $30K / 12.0%
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4. Gross Profit: $(30K) / -7.5%
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5. Marketing: $25K / 25.0%
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✅ Top 5 Favorable Variances:
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1. COGS: $(20K) / -3.3%
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2. Rent: $(5K) / -10.0%
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3. Utilities: $(2K) / -8.0%
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```
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### Sheet 3: Trend Analysis (if multiple periods)
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```
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| Line Item | Jan Var% | Feb Var% | Mar Var% | Q1 Var% | Trend |
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|-----------|----------|----------|----------|---------|-------|
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| Revenue | -3% | -5% | -7% | -5% | ⬇️ |
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| COGS | -2% | -4% | -3% | -3% | ➡️ |
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```
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## Step-by-Step Workflow
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### 1. Load Data
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Ask the user for:
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- **Budget data**: Can be Excel file, CSV, or pasted table
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- **Actual data**: Same format as budget
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- **Period**: Month, quarter, YTD
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- **Threshold settings** (or use defaults):
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- Percentage threshold: 10% (flag items >10% variance)
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- Dollar threshold: $50K (flag items >$50K absolute variance)
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- Categories to exclude: (e.g., non-cash items like depreciation)
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### 2. Validate Data
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Before analysis, check:
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- Budget and actual have matching line items
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- All values are numeric
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- No missing data for key categories (revenue, expenses, profit)
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- Budget data is reasonable (no zeros where there should be values)
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### 3. Calculate Variances
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For each line item:
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```
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Absolute Variance = Actual - Budget
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Percentage Variance = (Actual - Budget) / Budget × 100%
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Sign Convention:
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- Positive variance for revenue/profit = Favorable (✅)
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- Negative variance for revenue/profit = Unfavorable (🔴)
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- Positive variance for expenses = Unfavorable (🔴)
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- Negative variance for expenses = Favorable (✅)
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```
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### 4. Flag Material Items
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Apply flagging rules:
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```
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🔴 Red Flag (Critical):
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- Revenue/profit >10% below budget
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- Expenses >10% over budget
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- Absolute variance >$100K
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⚠️ Yellow Flag (Warning):
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- Revenue/profit 5-10% below budget
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- Expenses 5-10% over budget
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- Absolute variance $50K-$100K
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✅ Green (On Track):
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- Variance within ±5%
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- Absolute variance <$50K
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```
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### 5. Generate Commentary
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For each flagged item, provide automated commentary:
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**Revenue Below Budget:**
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```
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Revenue is $50K (5%) below budget. Possible drivers:
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- Lower than expected sales volume
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- Pricing pressure
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- Delayed revenue recognition
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- Seasonal factors
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Recommend: Review sales pipeline and backlog
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```
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**Expenses Over Budget:**
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```
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Operating expenses are $30K (12%) over budget. Breakdown:
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- Marketing: $25K over (new campaign)
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- Travel: $8K over
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- Utilities: $2K under
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Recommend: Review Q2 marketing spend and ROI
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```
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**Favorable Variances:**
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```
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COGS is $20K (3.3%) under budget. Drivers:
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- Lower raw material costs
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- Improved operational efficiency
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- Volume discounts from suppliers
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```
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### 6. Create Executive Summary
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Summarize for leadership:
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```
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📊 [Period] Financial Performance
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Bottom Line:
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- Revenue: [X%] vs budget ([favorable/unfavorable])
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- EBITDA: [X%] vs budget ([favorable/unfavorable])
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- Net Variance Impact: $[XXX]K
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Key Takeaways:
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1. [Primary driver of miss/beat]
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2. [Secondary factor]
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3. [Outlook for next period]
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Action Items:
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1. [Specific action needed]
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2. [Follow-up required]
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```
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## Example Interaction
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**User:** "Analyze Q1 budget vs actual"
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**Skill Response:**
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```
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I'll analyze your Q1 variance. Let me load the data.
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Do you have budget and actual data files, or would you like to paste them?
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User: *pastes Excel data*
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Perfect! I see data for Q1 2025. Setting analysis parameters:
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- Period: Q1 2025 (Jan-Mar)
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- Line items: 15 categories detected
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- Materiality threshold: ±10% or ±$50K
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Running variance analysis...
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✅ Variance Analysis Complete!
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📊 Q1 2025 PERFORMANCE SUMMARY
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🎯 Overall Results:
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- Revenue: $2,850K vs budget $3,000K (-5.0%) 🔴
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- Gross Profit: $1,110K vs budget $1,200K (-7.5%) 🔴
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- EBITDA: $270K vs budget $450K (-40.0%) 🔴
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📉 Key Drivers of Underperformance:
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1. Revenue Miss: $(150K) - 5% below plan
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→ Slower than expected customer acquisition
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→ Delayed Q1 enterprise deals to Q2
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2. Operating Expenses Over: $90K - 12% above plan
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→ Marketing campaign: $75K incremental spend
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→ Headcount additions brought forward to Q1
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🔍 Detailed Findings:
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🔴 CRITICAL VARIANCES (>10%):
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- Operating Expenses: $840K vs $750K (+12.0%) - $90K over
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- EBITDA: $270K vs $450K (-40.0%) - $180K under
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- Marketing: $325K vs $260K (+25.0%) - $65K over
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⚠️ WARNING VARIANCES (5-10%):
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- Revenue: $2,850K vs $3,000K (-5.0%) - $150K under
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- Gross Profit: $1,110K vs $1,200K (-7.5%) - $90K under
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✅ FAVORABLE VARIANCES:
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- COGS: $1,740K vs $1,800K (-3.3%) - $60K favorable
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- Facilities: $45K vs $50K (-10.0%) - $5K favorable
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💡 RECOMMENDATIONS:
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Immediate Actions:
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1. Review Q2 sales pipeline - need $150K catch-up + Q2 plan
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2. Evaluate marketing campaign ROI (Q1 spend +$65K)
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3. Assess if Q1 revenue timing shift impacts full-year plan
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Strategic Questions:
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1. Is Q1 revenue miss timing (shifts to Q2) or lost?
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2. Will marketing investment drive Q2-Q4 revenue?
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3. Should we adjust full-year budget guidance?
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📁 Report saved to: Q1_2025_Variance_Analysis.xlsx
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Would you like me to:
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- Add trend analysis vs Q4 2024?
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- Create forecast scenarios for Q2?
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- Drill into specific expense categories?
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```
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## Common Variations
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### Request: "Why is marketing over budget?"
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**Response:**
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```
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Let me drill into marketing expenses.
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Marketing Variance Detail:
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Budget: $260K
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Actual: $325K
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Variance: $65K (25% over)
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Breakdown by subcategory:
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- Digital Ads: $180K vs $150K (+$30K)
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→ Google Ads campaign expanded
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- Events: $75K vs $60K (+$15K)
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→ Added trade show booth
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- Content: $45K vs $40K (+$5K)
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→ Video production
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- Agencies: $25K vs $10K (+$15K)
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→ New creative agency retainer
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Primary driver: Digital ads campaign expansion (+$30K)
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Was this spend planned but not budgeted, or truly incremental?
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Would you like me to analyze marketing ROI?
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```
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### Request: "Compare last 3 months"
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**Response:**
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```
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I'll create a 3-month trend analysis.
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Revenue Trend (Budget vs Actual):
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| Month | Budget | Actual | Variance | Var% | Trend |
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|-------|--------|--------|----------|------|-------|
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| Jan | $1,000K| $970K | $(30K) | -3% | ⬇️ |
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| Feb | $1,000K| $950K | $(50K) | -5% | ⬇️ |
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| Mar | $1,000K| $930K | $(70K) | -7% | ⬇️ |
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| Q1 | $3,000K| $2,850K| $(150K) | -5% | ⬇️ |
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⚠️ ALERT: Revenue variance is worsening month-over-month
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This suggests a structural issue, not timing:
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- Jan: 97% of budget
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- Feb: 95% of budget
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- Mar: 93% of budget
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Recommendation: Immediate deep-dive on sales execution
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```
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## Formatting Rules
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The Skill applies professional formatting:
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### Conditional Formatting
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```
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- Green cells: Favorable variances (>5% better than budget)
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- Yellow cells: Variances within ±5%
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- Red cells: Unfavorable variances (>5% worse than budget)
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```
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### Number Formatting
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```
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- Currency: $1,000K or $1.0M (use K for thousands, M for millions)
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- Percentages: 1 decimal place (5.0%)
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- Variance: Show sign ($(50K) or $50K)
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```
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### Icons
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```
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✅ = On track / Favorable
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⚠️ = Warning / Needs attention
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🔴 = Critical / Unfavorable
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⬆️ = Improving trend
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⬇️ = Worsening trend
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➡️ = Flat trend
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```
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## Best Practices Embedded
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1. **Materiality Thresholds**: Don't flag every small variance
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2. **Commentary Not Just Numbers**: Explain "why", not just "what"
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3. **Action-Oriented**: Recommend next steps
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4. **Executive Summary**: Leadership wants top 5-10 items
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5. **Trend Analysis**: Show if variance is new or ongoing
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6. **Sign Conventions**: Consistent favorable/unfavorable labeling
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7. **Audit Trail**: Show calculations and formulas
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## Resources
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See resources folder for:
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- `REFERENCE.md`: Variance analysis best practices
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- `templates/`: Sample variance reports
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## Limitations
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This Skill provides automated variance analysis for:
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- Standard income statement formats
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- Monthly/quarterly reporting
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- Budget vs actual comparisons
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For more complex analysis, you may need:
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- Statistical variance analysis (standard deviations)
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- Multi-year trend analysis
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- Driver-based variance decomposition
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- Forecast vs forecast comparisons
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## Version History
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- v1.0.0 (2025-10-27): Initial release with core variance analysis functionality
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