Estimate causal effects from existing data. Use when fitting or interpreting DiD, ITS, synthetic control, regression discontinuity, or other treatment-effect analyses, including robustness checks and counterfactual plots. For choosing a study design before analysis, use designing-experiments instead.
Install
npx skills add foryourhealth111-pixel/Vibe-Skills --skill performing-causal-analysisnpx skills add foryourhealth111-pixel/Vibe-Skills --skill performing-causal-analysis -a claude-code -gnpx skills add foryourhealth111-pixel/Vibe-Skills --skill performing-causal-analysis -a codex -ggemini skills install https://github.com/foryourhealth111-pixel/Vibe-Skills.git --path bundled/skills/performing-causal-analysisgh skill install foryourhealth111-pixel/Vibe-Skills performing-causal-analysisgit clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills /tmp/foryourhealth111-pixel__Vibe-Skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/foryourhealth111-pixel__Vibe-Skills/bundled/skills/performing-causal-analysis ~/.claude/skills/performing-causal-analysis # Claude Code
cp -R /tmp/foryourhealth111-pixel__Vibe-Skills/bundled/skills/performing-causal-analysis ~/.agents/skills/performing-causal-analysis # Codex, Cursor, Gemini CLI, Copilot, OpenCode