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"stat-causal-inference"

85 / 100 · Low risk

Fine to try.

By charlieviettq/awesome-agent-skill (GitHub) · coding · 27 stars · scanned at commit c567ae4

"Apply causal inference methods — counterfactual framework, instrumental variables, propensity score matching, and difference-in-differences — to estimate causal effects from observational data. Use this skill when the user needs to determine if X caused Y from non-experimental data, evaluate program/policy impact without a randomized trial, or control for confounders — even if they say 'did this change cause the improvement', 'how do we measure the impact without an experiment', or 'is this co…

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

if [ -e ~/.agents/skills/'stat-causal-inference' ] || [ -L ~/.agents/skills/'stat-causal-inference' ]; then echo 'A skill folder named stat-causal-inference already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/charlieviettq/awesome-agent-skill' "$d" && git -C "$d" checkout --quiet 'c567ae426d55fa498e919fc0f5a37c582d5c7a2c' -- '.claude/skills/stat-causal-inference' && mkdir -p ~/.agents/skills && cp -R "$d"/'.claude/skills/stat-causal-inference' ~/.agents/skills/'stat-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/'stat-causal-inference' ~/.claude/skills/'stat-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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