causal-reasoning-klein

Diagnose why outcomes happened in messy real-world domains using explanation types, framing, partial-cause sets, and closure rules drawn from Klein and Hoffman's naturalistic causal reasoning research. Use when investigating a failure, contested attribution, post-mortem, or expert diagnosis under uncertainty. NOT for formal do-calculus, purely statistical causal inference, or cases where the cause is already unambiguous and fully observed.