/tax-efficiency
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
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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
SKILL.md
tax-efficiency.SKILL.mdname: tax-efficiency
description: "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."
Tax-Efficient Investing
Core Concepts
Asset Location
Place tax-inefficient assets in tax-advantaged accounts and tax-efficient assets in taxable accounts:
- **Tax-deferred accounts (Traditional IRA, 401k):** Bonds, REITs, high-turnover funds, TIPS — assets generating ordinary income
- **Tax-exempt accounts (Roth IRA, Roth 401k):** Highest expected growth assets — all growth is permanently tax-free
- **Taxable accounts:** Index equity funds (low turnover, qualified dividends, tax-loss harvesting eligible), municipal bonds, tax-managed funds
The benefit of asset location increases with the spread between ordinary income tax rates and capital gains rates, and with the size of the tax-advantaged accounts relative to total portfolio.
Tax-Loss Harvesting (TLH)
Realize investment losses to offset capital gains, reducing current tax liability while maintaining market exposure:
- Sell a losing position, immediately buy a similar (but not "substantially identical") replacement
- Harvested losses offset gains dollar-for-dollar; net losses offset up to $3,000 of ordinary income per year; excess carries forward indefinitely
- **Wash-sale rule (61-day window):** Cannot repurchase the same or substantially identical security within the 61-day window (30 days before + sale date + 30 days after) — applies across all accounts (including spouse's accounts and IRAs)
- **Tax alpha from TLH:** Estimated 0.5-1.5% per year in early years of a portfolio's life, declining as cost basis rises
- Best opportunities arise during market volatility and in the first few years of investing
After-Tax Return
Different income types face different tax rates:
- **Interest income:** Taxed at ordinary income rates
- **Qualified dividends:** Taxed at long-term capital gains rates (0%, 15%, or 20% + 3.8% NIIT)
- **Short-term capital gains (held ≤ 1 year):** Ordinary income rates
- **Long-term capital gains (held > 1 year):** Preferential rates (0%, 15%, or 20% + 3.8% NIIT)
- The 3.8% NIIT applies above $250,000 MAGI (MFJ) — a statutory threshold that is not inflation-indexed
- After-tax return on income: R_at = R × (1 - t)
- Capital gains are taxed only at realization, providing a deferral benefit
Tax Drag
The annual cost of taxes on investment returns:
- Tax drag = pre-tax return - after-tax return
- High-turnover funds generate more short-term gains → higher tax drag
- Index funds with low turnover minimize tax drag
- ETFs generally more tax-efficient than mutual funds (in-kind creation/redemption process)
Tax Lot Management
When selling partial positions, the method of selecting which lots to sell affects tax liability:
- **Specific identification:** Choose exactly which lots to sell
- **HIFO (Highest In, First Out):** Sell highest-cost-basis lots first to minimize gains
- **FIFO (First In, First Out):** Default method; may realize larger gains on older lots
- **Tax-optimal:** Select lots to minimize current-year tax liability considering holding period and gains/losses
Roth Conversion
Convert Traditional IRA/401k assets to Roth, paying ordinary income tax now for tax-free growth and withdrawals later:
- **Breakeven analysis:** Conversion is beneficial if current marginal tax rate < expected future marginal tax rate
- **Factors favoring conversion:** Long time horizon, low current income year, expectation of higher future rates, desire to reduce future RMDs, estate planning benefits
- **Partial conversions:** Convert just enough to fill current tax bracket ("bracket stuffing")
- Tax on conversion: conversion amount × current marginal rate
Required Minimum Distributions (RMDs)
Mandatory annual withdrawals from tax-deferred accounts (Traditional IRA, 401k) beginning at age 73 (under SECURE 2.0, rising to 75 in 2033):
- RMD = account balance (Dec 31 prior year) / distribution period (from IRS Uniform Lifetime Table)
- Failure penalty: 25% excise tax on shortfall (reduced from prior 50%)
- RMDs are taxed as ordinary income and can push retirees into higher brackets
- Roth IRAs have no RMDs during the owner's lifetime
Withdrawal Sequencing
The order of withdrawals from different account types in retirement:
- **General rule:** Taxable → Tax-deferred → Roth (preserves tax-free growth longest)
- **Optimized approach:** Withdraw from taxable first, then fill low tax brackets with tax-deferred withdrawals, use Roth to avoid bracket jumps
- **Dynamic strategy:** Adjust each year based on income, deductions, and bracket thresholds
Charitable Giving Strategies
- **Donate appreciated stock:** Avoid capital gains tax and deduct full fair market value (must be held > 1 year)
- **Qualified Charitable Distributions (QCDs):** Donate up to $111,000/year (2026 limit, indexed annually) directly from IRA to charity (counts toward RMD, excluded from taxable income); available at age 70½+
- **Donor-Advised Funds (DAFs):** Bunch multiple years of donations for itemized deduction, invest tax-free, distribute to charities over time
Key Formulas
| Formula | Expression | Use Case | |---------|-----------|----------| | After-tax return (income) | R_at = R × (1 - t) | Bond/interest income after tax | | After-tax return (deferred gains) | R_at = ((1 + R)^n × (1 - t_cg) + t_cg)^(1/n) - 1 | Unrealized equity with deferral benefit | | Tax-loss harvesting value | TLH_value = loss × marginal_tax_ra
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name: tax-efficiency description: "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."
Tax-Efficient Investing
Core Concepts
Asset Location
Place tax-inefficient assets in tax-advantaged accounts and tax-efficient assets in taxable accounts:
- **Tax-deferred accounts (Traditional IRA, 401k):** Bonds, REITs, high-turnover funds, TIPS — assets generating ordinary income
- **Tax-exempt accounts (Roth IRA, Roth 401k):** Highest expected growth assets — all growth is permanently tax-free
- **Taxable accounts:** Index equity funds (low turnover, qualified dividends, tax-loss harvesting eligible), municipal bonds, tax-managed funds
The benefit of asset location increases with the spread between ordinary income tax rates and capital gains rates, and with the size of the tax-advantaged accounts relative to total portfolio.
Tax-Loss Harvesting (TLH)
Realize investment losses to offset capital gains, reducing current tax liability while maintaining market exposure:
- Sell a losing position, immediately buy a similar (but not "substantially identical") replacement
- Harvested losses offset gains dollar-for-dollar; net losses offset up to $3,000 of ordinary income per year; excess carries forward indefinitely
- **Wash-sale rule (61-day window):** Cannot repurchase the same or substantially identical security within the 61-day window (30 days before + sale date + 30 days after) — applies across all accounts (including spouse's accounts and IRAs)
- **Tax alpha from TLH:** Estimated 0.5-1.5% per year in early years of a portfolio's life, declining as cost basis rises
- Best opportunities arise during market volatility and in the first few years of investing
After-Tax Return
Different income types face different tax rates:
- **Interest income:** Taxed at ordinary income rates
- **Qualified dividends:** Taxed at long-term capital gains rates (0%, 15%, or 20% + 3.8% NIIT)
- **Short-term capital gains (held ≤ 1 year):** Ordinary income rates
- **Long-term capital gains (held > 1 year):** Preferential rates (0%, 15%, or 20% + 3.8% NIIT)
- The 3.8% NIIT applies above $250,000 MAGI (MFJ) — a statutory threshold that is not inflation-indexed
- After-tax return on income: R_at = R × (1 - t)
- Capital gains are taxed only at realization, providing a deferral benefit
Tax Drag
The annual cost of taxes on investment returns:
- Tax drag = pre-tax return - after-tax return
- High-turnover funds generate more short-term gains → higher tax drag
- Index funds with low turnover minimize tax drag
- ETFs generally more tax-efficient than mutual funds (in-kind creation/redemption process)
Tax Lot Management
When selling partial positions, the method of selecting which lots to sell affects tax liability:
- **Specific identification:** Choose exactly which lots to sell
- **HIFO (Highest In, First Out):** Sell highest-cost-basis lots first to minimize gains
- **FIFO (First In, First Out):** Default method; may realize larger gains on older lots
- **Tax-optimal:** Select lots to minimize current-year tax liability considering holding period and gains/losses
Roth Conversion
Convert Traditional IRA/401k assets to Roth, paying ordinary income tax now for tax-free growth and withdrawals later:
- **Breakeven analysis:** Conversion is beneficial if current marginal tax rate < expected future marginal tax rate
- **Factors favoring conversion:** Long time horizon, low current income year, expectation of higher future rates, desire to reduce future RMDs, estate planning benefits
- **Partial conversions:** Convert just enough to fill current tax bracket ("bracket stuffing")
- Tax on conversion: conversion amount × current marginal rate
Required Minimum Distributions (RMDs)
Mandatory annual withdrawals from tax-deferred accounts (Traditional IRA, 401k) beginning at age 73 (under SECURE 2.0, rising to 75 in 2033):
- RMD = account balance (Dec 31 prior year) / distribution period (from IRS Uniform Lifetime Table)
- Failure penalty: 25% excise tax on shortfall (reduced from prior 50%)
- RMDs are taxed as ordinary income and can push retirees into higher brackets
- Roth IRAs have no RMDs during the owner's lifetime
Withdrawal Sequencing
The order of withdrawals from different account types in retirement:
- **General rule:** Taxable → Tax-deferred → Roth (preserves tax-free growth longest)
- **Optimized approach:** Withdraw from taxable first, then fill low tax brackets with tax-deferred withdrawals, use Roth to avoid bracket jumps
- **Dynamic strategy:** Adjust each year based on income, deductions, and bracket thresholds
Charitable Giving Strategies
- **Donate appreciated stock:** Avoid capital gains tax and deduct full fair market value (must be held > 1 year)
- **Qualified Charitable Distributions (QCDs):** Donate up to $111,000/year (2026 limit, indexed annually) directly from IRA to charity (counts toward RMD, excluded from taxable income); available at age 70½+
- **Donor-Advised Funds (DAFs):** Bunch multiple years of donations for itemized deduction, invest tax-free, distribute to charities over time
Key Formulas
| Formula | Expression | Use Case | |---------|-----------|----------| | After-tax return (income) | R_at = R × (1 - t) | Bond/interest income after tax | | After-tax return (deferred gains) | R_at = ((1 + R)^n × (1 - t_cg) + t_cg)^(1/n) - 1 | Unrealized equity with deferral benefit | | Tax-loss harvesting value | TLH_value = loss × marginal_tax_ra
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