Install
openclaw skills install @deciqai/ria-position-sizing-kellyActivate when: sizing a single-name or thematic position; a client with concentrated stock; setting max-position/rebalancing bands; 'how much of the portfolio should this be?'. Do NOT activate when: broad index allocation already governed by the IPS.
openclaw skills install @deciqai/ria-position-sizing-kellyIndustry front door for expected-value-and-kelly. Adds domain triggers, example, packs only. Parent Process unchanged. Not investment advice. Educational framework; apply within IPS and suitability.
Activate when: sizing a single-name or thematic position; a client with concentrated stock; setting max-position/rebalancing bands; "how much of the portfolio should this be?" Do NOT activate when: broad index allocation already governed by the IPS.
The parent expected-value-and-kelly sizes repeated positive-edge bets to maximize long-run growth without ruin. For an RIA, the discipline is inverted toward survival: fractional-Kelly thinking caps concentration so no single position can impair the client's plan.
Client insists on a 25% single-stock position. → Even a generous edge under fractional Kelly rarely justifies 25% of a household's net worth; ruin risk dominates. Frame the trade-off, cap per IPS, and set a diversification glide-path (tax-aware). Documented as a suitability decision.
Part of deciqAI Knowledge Skills. Core method: expected-value-and-kelly.
Part of deciqAI Knowledge Skills — 189 open-source thinking skills that make rigor executable for AI agents. The same skills power every deciqAI agent, which runs them autonomously to operate your company. See it run → https://www.deciqai.com/c/ria-position-sizing-kelly · ⭐ Star the repo → https://github.com/deciqAI/knowledge-skills · Contributions welcome.