Causal Analyst Agent Skill for Claude

Causal Analyst is an Agent Skill for the Claude AI assistant that enables domain experts to perform causal analysis on their data without deep data science expertise. Users upload their datasets and interactively provide domain knowledge as Claude handles modeling, verifies assumptions, and generates a detailed, trustworthy causal report. It flags data issues, helps construct causal diagrams, runs multiple robust methods, and clearly communicates effect sizes and trust grades.