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causal-inference

85 / 100 · Low risk

Fine to try.

By brycewang-stanford/Auto-Empirical-Research-Skills (GitHub) · research · 5,016 stars · scanned at commit 8684584

Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. Enforces DAG-first thinking, mandatory user checkpoints for assumptions, design-specific refutation, and defensible reporting with causal language guardrails. Trigger on: causal inference, causal effect estimation, treatment effects, counterfactuals, difference-in-differences (DiD), synthetic control, regression discontinuity (RDD), interrupted time series (ITS), instrumental variables (IV), propensity scores, DAGs, caus…

Works with any agent that supports SKILL.md skills.

What this skill can do

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brycewang-stanford/Auto-Empirical-Research-Skills has 1 more folder with a skill named causal-inference. This page shows the lowest-scoring copy.

• skills/11-James-Traina-compound-science/skills/causal-inference 100/100 · Low risk

Install

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

if [ -e ~/.agents/skills/'causal-inference' ] || [ -L ~/.agents/skills/'causal-inference' ]; then echo 'A skill folder named causal-inference already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills' "$d" && git -C "$d" checkout --quiet '8684584e7d1127940f018157d2c579974fae8f79' -- 'skills/23-Learning-Bayesian-Statistics-baygent-skills/causal-inference' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/23-Learning-Bayesian-Statistics-baygent-skills/causal-inference' ~/.agents/skills/'causal-inference' && 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/'causal-inference' ~/.claude/skills/'causal-inference' (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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