magic-statistical-analysis

Natural Language Triggers

Activate this skill when the user says things like:

• "run a statistical test" / "compare these groups"
• "is this difference significant?" / "test the hypothesis"
• "compute correlations" / "what's the correlation?"
• "descriptive statistics" / "summarize the numbers"

These produce the SAME behavior as the statistical analysis workflow.

When to Use

• Need descriptive statistics with narrative interpretation
• Need hypothesis testing (group comparisons)
• Need correlation analysis with significance
• After magic-data-profiling or magic-data-cleaning, before reporting
• Results naturally feed into magic-report-generation for structured deliverables, or magic-data-visualization for charts illustrating the findings

When NOT to Use: Use magic-data-profiling for initial exploration; use magic-data-exploration for pattern discovery.