---
id: lyndonkl/claude/causal-inference-root-cause
version: "d60df717"
license: none
install: manual
updated: 2026-07-27
---

# Causal Inference Root Cause — This skill systematically investigates why problems occur by separating genuine causal relationships from correlations and symptoms. It guides you through defining effects, generating competing hypotheses, building causal models, testing causality rigorously, and documenting findings with confidence levels. Apply it to incident investigations, metric changes, policy evaluation, or debugging.

Publisher: lyndonkl · Stars: 135 · Updated: 2026-07-27

Install (manual): `git clone https://github.com/lyndonkl/claude`

*Unlicensed repository - metadata only, no file contents reproduced.*

[View on SkillFed](https://skillfed.io/lyndonkl/claude/causal-inference-root-cause) · [View on GitHub](https://github.com/lyndonkl/claude)