plugins/wealth-management/skills/debt-management/SKILL.md
Provide frameworks for managing and paying off personal debt effectively. Use when the user asks about debt payoff strategies (avalanche vs snowball), refinancing decisions, debt consolidation, debt-to-income ratios, or the opportunity cost of paying off debt vs investing. Also trigger when users mention 'which debt to pay first', 'should I refinance', 'credit card debt', 'student loan payoff', 'DTI for mortgage', 'balance transfer', 'good debt vs bad debt', or ask how to get out of debt faster.
npx skillsauth add joellewis/finance_skills debt-managementInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
Pay minimum payments on all debts, then direct all extra payment to the debt with the highest interest rate first:
Pay minimum payments on all debts, then direct all extra payment to the debt with the smallest balance first:
Total monthly debt payments expressed as a percentage of gross monthly income:
Compare the total cost of the existing loan vs the new loan, accounting for closing costs:
Combine multiple debts into a single loan, ideally at a lower interest rate:
When debt carries a low interest rate, paying it off aggressively may not be optimal:
Amortization calculation with extra payments:
| Formula | Expression | Use Case | |---------|-----------|----------| | Front-end DTI | Housing payments / gross monthly income | Mortgage qualification | | Back-end DTI | All debt payments / gross monthly income | Overall debt health | | Refinance breakeven | Closing costs / monthly savings | Months to recoup refi costs | | Months to payoff | n = -ln(1 - Pr/PMT) / ln(1+r) | Debt payoff timeline | | Total interest paid | (n × PMT) - Principal | Cost of borrowing | | Effective rate (after tax) | r × (1 - marginal_tax_rate) | Tax-deductible debt comparison |
Given: Three debts with $500/month available for extra payments (above minimums):
Calculate: Order of payoff, total months, and total interest for each strategy (month-by-month simulation; see scripts/debt_management.py).
Solution — Avalanche (highest rate first: 22% → 15% → 6%):
Solution — Snowball (smallest balance first: $3K → $5K → $12K):
Comparison: Avalanche saves ~$158 in interest; both finish in 26 months. The difference is modest because the highest-rate debt is not the largest. Snowball gives a quicker first win (month 6 vs month 10 to first payoff) — for many people that motivational difference is worth $158.
Given: Current mortgage: $300K remaining, 6.5%, 25 years left, payment $2,028/mo. New offer: 5.5%, 25 years, closing costs $6,000, payment $1,838/mo. Calculate: Breakeven period and total interest savings. Solution:
uv run scripts/debt_management.py # run the demo (uses PEP 723 inline deps)
uv run scripts/debt_management.py --verify # check demo outputs against the worked examples (exit 1 on mismatch)
python3 scripts/debt_management.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 debt_management.py.
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.
development
Plan and track savings for specific financial goals including retirement, education, and home purchase. Use when the user asks about required savings rates, 529 plans, retirement accumulation targets, down payment planning, or goal prioritization. Also trigger when users mention 'how much do I need to save each month', 'am I on track for retirement', 'college savings', 'safe withdrawal rate', '4% rule', 'FIRE savings rate', 'catch-up contributions', 'employer match', or ask how to balance competing savings goals.