plugins/wealth-management/skills/emergency-fund/SKILL.md
Size and structure an emergency fund based on individual circumstances, income stability, and expense profile. Use when the user asks about emergency fund sizing, how many months of expenses to save, where to keep emergency savings, or tiered fund structures. Also trigger when users mention 'rainy day fund', 'how much cash should I keep', 'high-yield savings account', 'money market fund', 'freelancer cash reserve', 'variable income buffer', or ask what counts as an emergency expense.
npx skillsauth add joellewis/finance_skills emergency-fundInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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The emergency fund should cover non-discretionary spending only:
Monthly essential expenses multiplied by the desired months of coverage:
After-tax monthly income multiplied by months of coverage:
For commission-based, freelance, seasonal, or gig workers:
Structure the fund across tiers for optimal balance of access and yield:
| Vehicle | Yield | Liquidity | FDIC/SIPC | Best For | |---------|-------|-----------|-----------|----------| | Checking account | Very low | Instant | FDIC | Tier 1 (1 month) | | HYSA | Moderate | 1-2 days | FDIC | Tier 2 (core fund) | | Money market fund | Moderate | 1-2 days | SIPC | Tier 2 (core fund) | | T-bills (4-week) | Moderate-high | At maturity | Full faith & credit | Tier 2/3 (ladder) | | CD (3-12 month) | Moderate-high | At maturity (penalty) | FDIC | Tier 3 (ladder) | | I-bonds | Inflation-linked | After 12 months | Full faith & credit | Tier 3 (long-term) | | Short-term bond fund | Variable | 1-3 days | SIPC | Tier 3 (flexible) |
Holding cash has a real cost — the difference between what the cash earns and what it could earn if invested:
Appropriate uses:
NOT appropriate uses:
After using the emergency fund:
| Formula | Expression | Use Case | |---------|-----------|----------| | Expense-based fund | Monthly essentials × months of coverage | Core sizing calculation | | Income-based fund | After-tax monthly income × months of coverage | Upper bound estimate | | Opportunity cost | Fund balance × (investment return - cash return) | Cost of holding cash | | Replenishment timeline | Fund shortfall / monthly replenishment amount | Months to rebuild | | Variable income buffer | Avg monthly income - base budget | Surplus for smoothing |
Given: Married couple, both employed in stable jobs. Monthly essential expenses: $4,500 (housing $1,800, food $600, insurance $400, utilities $300, transportation $500, debt minimums $400, healthcare $200, other essentials $300). Calculate: Recommended emergency fund size. Solution:
Given: Target emergency fund of $27,000 (6 months × $4,500/month) for a single-income household. Calculate: Optimal tiered allocation. Solution:
uv run scripts/emergency_fund.py # run the demo (uses PEP 723 inline deps)
uv run scripts/emergency_fund.py --verify # check demo outputs against the worked examples (exit 1 on mismatch)
python3 scripts/emergency_fund.py # alternative (requires: pip install numpy)
The demo prints the calculations covered above; its values match the worked examples in this skill. Run --help for a list of the classes and functions. For programmatic use, import the module rather than running it — the demo only executes under python emergency_fund.py.
tools
Design, build, and optimize dashboards for RIA practice management with AUM tracking, revenue analytics, and KPI frameworks. Use when the user asks about tracking firm-level metrics, monitoring advisor productivity, measuring organic growth rate, analyzing client retention and attrition, building executive or branch manager views, setting up exception alerts for NIGO and operational items, benchmarking against industry peers, or designing role-based dashboard access. Also trigger when users mention 'how is the practice doing', 'revenue per advisor', 'client attrition', 'net new assets', 'effective fee rate', 'practice benchmarking', 'AUM growth decomposition', or 'advisor capacity'.
testing
Model, forecast, and interpret volatility using time-series models and options-implied measures. Use when the user asks about EWMA, GARCH models, implied volatility, volatility surfaces, volatility term structure, or the VIX. Also trigger when users mention 'volatility smile', 'volatility skew', 'realized vs implied vol', 'volatility risk premium', 'vol clustering', 'mean-reverting volatility', 'options pricing inputs', 'RiskMetrics', 'decay factor', or ask how to forecast future volatility for risk management.
testing
Execute a complete tax-loss harvesting workflow from candidate identification through post-harvest monitoring. Use when the user asks about finding TLH candidates, gain/loss budgeting, replacement security selection, wash-sale compliance, or harvest execution planning. Also trigger when users mention 'unrealized losses in my portfolio', 'swap ETFs for tax purposes', 'harvest losses before year-end', 'substantially identical security', 'wash-sale window', 'NIIT offset', 'loss carryforward', or ask how much tax they can save by harvesting.
testing
Maximizes after-tax returns through strategic asset location, gain/loss management, and withdrawal sequencing. Use when the user asks about asset location, Roth conversions, tax-efficient withdrawals, tax lot selection, or charitable giving with appreciated securities. Also trigger when users mention 'which account should I hold bonds in', 'tax drag', 'Roth vs Traditional', 'RMD planning', 'bracket stuffing', 'HIFO vs FIFO', or ask how to minimize taxes on investments. For tax-loss harvesting execution and wash-sale mechanics, see the tax-loss-harvesting skill.