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yao-bayesian-skill

100 / 100 · Low risk

Fine to try.

By yaojingang/yao-open-skills (GitHub) · other · 1,326 stars · scanned at commit 5126d4b

Convert uncertain real-world choices into an auditable Bayesian evidence-to-action report with priors, evidence grading, posterior update, action thresholds, sensitivity checks, multi-turn decision logs, and Markdown plus bilingual HTML output. Do not use for Bayes theorem tutoring, homework, generic brainstorming with no report, or final licensed medical, legal, or financial advice.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'yao-bayesian-skill' ] || [ -L ~/.agents/skills/'yao-bayesian-skill' ]; then echo 'A skill folder named yao-bayesian-skill already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/yaojingang/yao-open-skills' "$d" && git -C "$d" checkout --quiet '5126d4b5500a2f7d447fbe453297507d200b042e' -- 'skills/yao-bayesian-skill' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/yao-bayesian-skill' ~/.agents/skills/'yao-bayesian-skill' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'yao-bayesian-skill' ~/.claude/skills/'yao-bayesian-skill' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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