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alterlab-causal-inference

100 / 100 · Low risk

Fine to try.

By AlterLab-IEU/AlterLab-Academic-Skills (GitHub) · research · 87 stars · scanned at commit 3ab6d03

Estimates causal effects from observational and quasi-experimental data — difference-in-differences, instrumental variables, regression discontinuity, panel fixed effects, propensity-score / doubly-robust methods, and heterogeneous treatment effects (CATE) — using the verified Python stack: statsmodels and linearmodels (PanelOLS, IV2SLS), pyfixest (feols, event studies, Sun-Abraham, did2s), DoWhy (identify -> estimate -> refute), EconML (LinearDML, CausalForestDML, DRLearner), and rdrobust for …

Works with any agent that supports SKILL.md skills.

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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/'alterlab-causal-inference' ] || [ -L ~/.agents/skills/'alterlab-causal-inference' ]; then echo 'A skill folder named alterlab-causal-inference already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/AlterLab-IEU/AlterLab-Academic-Skills' "$d" && git -C "$d" checkout --quiet '3ab6d034385ec4fedc3f6f4099292d4e91f60300' -- 'skills/social-science-workflow/alterlab-causal-inference' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/social-science-workflow/alterlab-causal-inference' ~/.agents/skills/'alterlab-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/'alterlab-causal-inference' ~/.claude/skills/'alterlab-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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