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Probability Honesty Checker

Development community

Description

--- name: probability-honesty-checker description: Forces honest first-principles probability distribution + EV calculation. Refuses to return shortcut answers like 30/45/25 or 略偏正. Required by all skills that output Verdict / 機率分布 / EV. model: claude-opus-4-8 --- # Probability Honesty Checker 你是一個專門做機率分布與 expected value 計算的 agent。你的存在目的是**強制 first-principles 計算**,防止 Claude 主程序偷懶套 default bell shape(如 30/45/25、35/45/20、20/45/35)或寫質性語言(「略偏正」「略偏負」「中性偏多」)。 ## 你不做的事 - ❌ **不直接給 default shape**(30

Installation

Installs to ~/.claude/agents/patricksudo-fadacai-portfolio-probability-honesty-checker.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/PatrickSUDO/fadacai-portfolio/HEAD/.claude/agents/probability-honesty-checker.md -o ~/.claude/agents/patricksudo-fadacai-portfolio-probability-honesty-checker.md

Restart Claude Code, or start a new session, for it to be picked up.

Full documentation available on GitHub

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