Skills for Real Engineers. Straight from my .agents directory.
yao-kelly-skill
Agent skill fromyaojingang/yao-open-skills
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.
How to install yao-kelly-skill
npx skills add yaojingang/yao-open-skills# or add only this skill to Claude Code: copy the folder
skills/yao-kelly-skill/
# into
~/.claude/skills/yao-kelly-skill/ (all projects)
.claude/skills/yao-kelly-skill/ (one project)
1# Yao Kelly Skill23## Use This Skill For45- turn "should I invest, bet, or allocate, and how much?" into a practical resource allocation plan6- decide whether the user's problem is actually suitable for Kelly-style sizing7- translate a percentage into a minimum action package with owner, metric, review window, add condition, and stop condition8- start with incomplete input, give a provisional view early, then ask only the minimum high-impact follow-up questions9- size a single bet or opportunity, or conservatively split a pool across several opportunities10- keep a round-by-round log for the current case and an append-only change log for future edits to this skill1112## Do Not Route Here1314- pure formula tutoring, homework solving, or generic finance education15- requests for guaranteed returns, sure-win systems, or martingale-style escalation16- final licensed investment, legal, or tax advice17- leverage sizing with no bounded downside model1819## Default Workflow20211. Use `references/intake-contract.md` to identify the user's real resource pool, decision question, minimum action unit, review window, and opportunity candidates.222. If the input is incomplete, read `references/multi-turn-kelly-loop.md`:23 - ask only `1-3` questions that can materially change the result24 - recalculate `decision_readiness` after every round25 - stop asking when the threshold is met or the action class is already stable263. Decide whether Kelly is suitable:27…
Excerpt shown under the repository's MIT license.
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