Skill: jacealllc/financial-analytics-pro (version 1.0.0)

# Financial Analytics Pro ## Description A premium skill ($99) for financial professionals, business owners, and analysts to automate financial analysis, generate insights, and create professional financial reports. Integrates with banking APIs, accounting software, and financial data sources for comprehensive financial intelligence. ## Target Audience - Small Business Owners - Financial Analysts - Accountants & Bookkeepers - E-commerce Entrepreneurs (Shopify, Etsy, KDP) - Investors & Traders - Startup Founders ## Core Features ### 1. Financial Data Integration - **Bank API Connections**: Connect to Plaid, Yodlee, or direct bank APIs - **Accounting Software**: QuickBooks, Xero, FreshBooks integration - **E-commerce Platforms**: Shopify, Etsy, Amazon KDP, WooCommerce - **Investment Accounts**: Brokerage, crypto, retirement accounts - **Manual Data Import**: CSV, Excel, Google Sheets import ### 2. Financial Statement Analysis - **Income Statement Analysis**: Revenue trends, expense categorization, profit margins - **Balance Sheet Analysis**: Asset management, liability tracking, equity changes - **Cash Flow Analysis**: Operating, investing, financing cash flows - **Ratio Analysis**: Liquidity, profitability, efficiency, solvency ratios - **Trend Analysis**: Year-over-year, quarter-over-quarter comparisons ### 3. Business Performance Metrics - **Revenue Analytics**: Sales trends, customer lifetime value, churn rate - **Cost Analysis**: Fixed vs variable costs, cost optimization opportunities - **Profitability Metrics**: Gross margin, net margin, ROI calculations - **Cash Flow Forecasting**: 30/60/90 day cash flow projections - **Break-Even Analysis**: Calculate break-even points for products/services ### 4. Investment & Portfolio Analysis - **Portfolio Performance**: Returns, volatility, Sharpe ratio calculations - **Risk Assessment**: Value at Risk (VaR), maximum drawdown analysis - **Asset Allocation**: Portfolio diversification analysis - **Investment Screening**: Fundamental analysis screening criteria - **Tax Optimization**: Tax-loss harvesting, capital gains planning ### 5. Financial Reporting & Visualization - **Automated Financial Reports**: Income statements, balance sheets, cash flow statements - **Executive Dashboards**: Key financial metrics at a glance - **Interactive Charts**: Revenue trends, expense breakdowns, profit margins - **Export Formats**: PDF, Excel, HTML, PowerPoint - **Regulatory Compliance**: GAAP/IFRS compliant reporting templates ### 6. Forecasting & Scenario Planning - **Financial Forecasting**: Revenue, expenses, cash flow projections - **Scenario Analysis**: Best-case, worst-case, base-case scenarios - **Sensitivity Analysis**: Impact of variable changes on financials - **Budget vs Actual**: Variance analysis and explanations - **What-If Analysis**: Model business decisions and their financial impact ## Technical Implementation ### Dependencies ```bash pip install pandas numpy matplotlib seaborn plotly scipy scikit-learn yfinance plaid-python python-dotenv ``` ### Core Python Libraries - `pandas`: Financial data manipulation and analysis - `numpy`: Numerical computing for financial calculations - `matplotlib/seaborn/plotly`: Financial visualization - `yfinance`: Yahoo Finance API for market data - `plaid-python`: Bank account integration (optional) - `scipy`: Statistical analysis for risk metrics - `scikit-learn`: Machine learning for forecasting ### File Structure ``` financial-analytics-pro/ ├── SKILL.md ├── scripts/ │ ├── financial_integration.py │ ├── statement_analyzer.py │ ├── performance_metrics.py │ ├── investment_analyzer.py │ ├── report_generator.py │ └── forecasting_engine.py ├── templates/ │ ├── income_statement_template.html │ ├── balance_sheet_template.html │ ├── cash_flow_template.html │ ├── executive_dashboard.html │ └── investor_presentation.pptx ├── examples/ │ ├── sample_financials.csv │ ├── ecommerce_analysis.ipynb │ ├── portfolio_analysis.ipynb │ └── sample_report.pdf └── references/ ├── financial_ratios_cheat_sheet.md ├── gaap_ifrs_comparison.md ├── ecommerce_metrics_guide.md └── api_integration_guide.md ``` ## Usage Examples ### 1. Basic Financial Analysis ```bash # Analyze income statement from CSV /financial analyze income_statement.csv --output analysis_report.html # Generate balance sheet insights /financial balance balance_sheet.csv --ratios --trends # Cash flow analysis and forecasting /financial cashflow cash_flow.csv --forecast 90 ``` ### 2. Business Performance ```bash # Calculate key business metrics /financial metrics sales_data.csv --period monthly --kpi revenue,gross_margin,clv # E-commerce performance analysis /financial ecommerce shopify_export.csv --platform shopify --metrics aov,conversion_rate,lifetime_value # Cost optimization analysis /financial optimize expenses.csv --categories --savings ``` ### 3. Investment Analysis ```bash # Portfolio performance analysis /financial portfolio holdings.csv --benchmark SPY --risk --returns # Stock fundamental analysis /financial analyze-stock AAPL --financials --ratios --valuation # Crypto portfolio tracking /financial crypto portfolio.json --exchanges binance,coinbase --performance ``` ### 4. Reporting & Visualization ```bash # Generate comprehensive financial report /financial report all_statements.csv --template executive --output annual_report.pdf # Create interactive financial dashboard /financial dashboard financial_data.json --interactive --output dashboard.html # Export to Excel with formulas /financial export data.csv --format excel --formulas --output financial_model.xlsx ``` ### 5. Forecasting & Planning ```bash # 12-month financial forecast /financial forecast historical.csv --period 12 --scenarios 3 --output forecast.pdf # Scenario planning for business decisions /financial scenario base_case.csv --variables "revenue_growth=0.15,cost_reduction=0.10" # Break-even analysis for new product /financial breakeven product_costs.csv --price 99 --volume 1000 ``` ## Value Proposition ### For Small Business Owners - **Financial Clarity**: Understand business performance without accounting degree - **Time Savings**: Automate 80% of financial analysis and reporting - **Better Decisions**: Data-driven insights for pricing, hiring, investment - **Investor Ready**: Professional financials for fundraising - **Cash Flow Management**: Avoid surprises with accurate forecasting ### For E-commerce Entrepreneurs - **Platform Integration**: Direct Shopify/Etsy/KDP data import - **Product Profitability**: Calculate true profit margins per product - **Customer Analytics**: Lifetime value, acquisition cost, retention rates - **Inventory Optimization**: Cash tied up in inventory analysis - **Marketing ROI**: Track advertising spend effectiveness ### For Financial Professionals - **Automated Analysis**: Reduce manual data crunching time - **Standardized Reports**: Consistent formatting and calculations - **Client Presentations**: Professional reports and dashboards - **Regulatory Compliance**: Built-in GAAP/IFRS compliance checks - **Scalability**: Handle multiple clients efficiently ## Pricing Strategy - **Premium Skill**: $99 one-time purchase - **Target**: 10M+ small businesses, e-commerce sellers, freelancers - **ROI**: Pays for itself in first month through time savings and insights - **Upsell Potential**: - Team version: $299 (5 users) - Enterprise: $999 (unlimited users + API access) - White-label: $2,499 (reseller rights) ## Competitive Analysis ### Advantages Over Existing Solutions 1. **OpenClaw Integration**: AI-powered financial insights and recommendations 2. **Multi-Platform**: Works with banking, accounting, e-commerce data 3. **Affordable**: $99 vs $1000+/month for similar enterprise tools 4. **No Coding Required**: Natural language interface for non-technical users 5. **Customizable**: Adapt to specific business models and industries ### Comparison with Alternatives - **QuickBooks/Xero**: More analytical, forecasting, and visualization capabilities - **Excel/Sheets**: More automated, intelligent, and integrated - **Tableau/Power BI**: More financial-specific, affordable, and easy to use - **Hire a Financial Analyst**: 1/100th the cost with 24/7 availability ## Marketing Points ### Key Benefits 1. **$99 = Virtual Financial Analyst** - Get financial insights worth $5000+/year 2. **Automate Monthly Reporting** - Save 20+ hours per month on financial tasks 3. **Avoid Costly Mistakes** - Data-driven decisions prevent financial errors 4. **Scale Your Business** - Financial intelligence to support growth decisions 5. **Sleep Better** - Accurate cash flow forecasting reduces financial stress ### Use Cases - **Shopify Store Owners**: Calculate true profitability after fees, shipping, returns - **KDP Publishers**: Track royalty income, printing costs, marketing ROI - **Etsy Sellers**: Analyze product performance, seasonality, pricing strategy - **Freelancers/Consultants**: Track project profitability, client lifetime value - **Startup Founders**: Investor-ready financials, burn rate tracking, fundraising prep ## Development Roadmap ### Phase 1 (MVP - 4 weeks) - CSV/Excel data import and basic financial analysis - Income statement, balance sheet, cash flow analysis - Key financial ratio calculations - HTML report generation - Basic visualization charts ### Phase 2 (8 weeks) - Bank API integration (Plaid/Yodlee) - E-commerce platform connectors (Shopify, Etsy, Amazon) - Advanced forecasting models - Interactive dashboards - PDF/Excel export with formulas ### Phase 3 (12 weeks) - Accounting software integration (QuickBooks, Xero) - Investment portfolio analysis - Tax optimization features - Multi-currency support - Team collaboration features ## Support & Documentation - **Comprehensive Guides**: Step-by-step setup for each platform - **Video Tutorials**: YouTube channel with real business case studies - **Template Library**: Pre-built templates for different business types - **Community Forum**: User discussions, tips, and best practices - **Priority Email Support**: 24-hour response time for premium users ## Success Metrics - **User Adoption**: 1000+ installations in first 6 months - **Customer Satisfaction**: 4.5+ star rating on ClawHub - **Time Savings**: Average 15+ hours/month saved per user - **Business Impact**: Improved profitability/revenue for users - **Revenue Target**: $100,000 in first year sales --- *Financial Analytics Pro - Your AI-powered financial analyst for $99. Transform financial data into business growth.*


Security scan verdicts — ClawScan: suspicious | static analysis: clean | VirusTotal: clean | SkillSpector: clean (LOW)