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joellewis avatar

Bet Sizing

joellewis/finance_skills
449 installs164 stars
Summary

Handles position sizing calculations from Kelly criterion to risk budgeting. You'll reach for this when deciding how much capital to put in a single position, whether you're sizing a concentrated portfolio or allocating a VaR budget across trades. It covers both discrete bets (binary outcomes with known odds) and continuous investments (normal distributions), plus practical adjustments like fractional Kelly since full Kelly tends to be way too aggressive in practice. The formulas are here for volatility scaling, conviction weighting, and liquidity-based limits. Honestly most useful for the worked examples that show why half Kelly achieves 75% of the growth with dramatically lower drawdowns, which is the kind of practical insight that actually changes how you size positions.

Install to Claude Code

npx -y skills add joellewis/finance_skills --skill bet-sizing --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.md

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Categories
Finance & Trading
First SeenJun 3, 2026
View on GitHub

More from joellewis/finance_skills

All 84 skills →
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  • Tax Efficiency444
  • Digital Assets443
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  • Fixed Income Corporate442
  • Forward Risk439
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  • Equities438
  • Exchange Connectivity438
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digital-assets

joellewis/finance_skills

Analyze digital assets including cryptocurrency fundamentals, blockchain mechanics, DeFi protocols, and on-chain metrics. Use when the user asks about crypto investing, Bitcoin, Ethereum, staking yields, DeFi lending, impermanent loss, or on-chain valuation metrics. Also trigger when users mention 'blockchain', 'proof of stake', 'proof of work', 'smart contracts', 'NFTs', 'stablecoins', 'NVT ratio', 'TVL', 'crypto portfolio allocation', 'halving', or ask about risks and returns of cryptocurrency.
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operational-risk

joellewis/finance_skills

Guide identification, measurement, and management of operational risk in trading and brokerage operations. Use when designing trade error detection and correction procedures, investigating trade breaks and reconciliation failures, classifying loss events under Basel taxonomy, developing key risk indicators (KRIs) and dashboards, responding to system outages or data feed failures or order routing errors, conducting root cause analysis after a trade error or operational incident, planning business continuity and disaster recovery for trading desks, preparing for FINRA or SEC operational risk examinations, or assessing technology risk in OMS and market data systems. Also covers fat-finger errors, error account P&L, and corrective action tracking.
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joellewis avatar
order-management-advisor

joellewis/finance_skills

Manage the advisor trade lifecycle from order entry through settlement, covering block trading, allocation, pre-trade compliance, custodian routing, and error correction. Use when the user asks about designing an OMS for an RIA, executing model portfolio changes across many accounts, structuring block trades with fair allocation, configuring pre-trade compliance rules or restricted lists, routing orders to multiple custodians, handling trade errors or corrections, managing cash in trading workflows, or evaluating OMS platforms. Also trigger when users mention 'block trade', 'trade allocation', 'order management system', 'iRebal', 'Orion Trading', 'Tamarac Trading', 'best execution', 'trade error', 'mutual fund vs ETF orders', or 'audit trail'.
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joellewis avatar
savings-goals

joellewis/finance_skills

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.
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joellewis avatar
margin-operations

joellewis/finance_skills

Guide margin lending, margin requirements, and margin call operations for brokerage and advisory accounts. Use when calculating Reg T initial margin or buying power, determining maintenance margin or house requirements, evaluating portfolio margin eligibility under OCC TIMS, generating or resolving margin calls (fed call, house call, exchange call, day-trade call), designing forced liquidation waterfall logic, structuring securities-backed lines of credit (SBLOC), computing margin interest impact on returns, assessing concentrated position margin, understanding pattern day trader rules, or reviewing FINRA 4210 and Reg U requirements. Also covers SMA calculations and short margin mechanics. For OTC derivatives margin (variation/initial margin, CSAs, SIMM) see counterparty-risk.
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joellewis avatar
alternatives

joellewis/finance_skills

Analyze alternative investments including hedge funds, private equity, and venture capital. Use when the user asks about hedge fund strategies (long/short, macro, event-driven), PE or VC performance metrics (IRR, TVPI, DPI), fee structures ('2-and-20', carry, hurdle rates), the J-curve effect, illiquidity premiums, lock-up periods, or hedge fund replication. Also trigger when users mention 'managed futures', 'CTA', 'fund of funds', 'vintage year', 'capital calls', 'distributions', 'carried interest', or ask how to evaluate an alternative investment manager.
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