causal-powers

Causal Powers is a Claude Code plugin that brings software engineering discipline (contracts, systematic debugging, human-in-the-loop gates, persistent planning) to the silent failures of empirical data work—join errors, data poisoning, leakage, post-treatment bias—across reduced-form analysis, structural estimation, and predictive modeling. It organizes microeconomic research into three distinct pathways with built-in checkpoints for identification, recovery, code style, figure craft, and result verification, storing project state on disk to survive session interruption.