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yao-kelly

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Turn uncertain resource-allocation requests into practical action plans using Kelly sizing as a conservative allocation engine. Use when a user needs to decide whether an opportunity is suitable for Kelly, what minimum action package to run, how much resource to cap, when to add or stop, and how to review results. Do not use for pure formula tutoring, guaranteed-return claims, martingale escalation, or final licensed investment, legal, or tax advice.

When to use

• turn "should I invest, bet, or allocate, and how much?" into a practical resource allocation plan
• decide whether the user's problem is actually suitable for Kelly-style sizing
• translate a percentage into a minimum action package with owner, metric, review window, add condition, and stop condition
• start with incomplete input, give a provisional view early, then ask only the minimum high-impact follow-up questions
• size a single bet or opportunity, or conservatively split a pool across several opportunities
• keep a round-by-round log for the current case and an append-only change log for future edits to this skill

When not to use

• pure formula tutoring
• homework solving
• generic finance education
• guaranteed return claims
• martingale escalation
• final licensed investment advice
• legal or tax advice
• leverage sizing with no bounded downside model

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