Document Skills

Create comprehensive algorithm visualizations using Manim animations. Documents step-by-step transformations with formulas, color-coding, arrows, and multiple explanation formats. Use when building visual explanations for data structure operations, algorithmic transformations, or educational demonstrations.

Creates executive summaries, reports, and documentation of findings

QA an analysis before sharing with stakeholders — methodology checks, accuracy verification, and bias detection. Use when reviewing an analysis for errors, checking for survivorship bias, validating aggregation logic, or preparing documentation for reproducibility.