Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

A.G. Lafley and Roger Martin's strategic framework for making integrated strategic choices.

Creates diagrams and animations for STEM education using Matplotlib and Manim. Use for physics diagrams (FBD, vectors), math plots (functions, geometry), flowcharts, or 3Blue1Brown-style animations.

Build robust processes for data cleaning, missing value imputation, outlier handling, and data transformation for data preprocessing, data quality, and data pipeline automation

Map what we're optimizing and what constraints we treat as real. Use before jumping to solutions, when hitting repeated blockers, or when patches keep accumulating.

Create, evaluate, and improve Agent skills to production quality (100/100). Use when the user wants to create a new skill, review an existing skill, score a skill against best practices, or...

Define the framing of a problem. Change the statement, change the solution space. Use when starting work, when solutions feel wrong, or when you suspect an X-Y problem.

Build and maintain positive habits using behavioral science and streak tracking

Transaction rollback system for safe code operations. Checkpoint creation, selective rollback, state diff analysis, recovery procedures, and Git-integrated undo. Use for safe destructive operations.

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories,...

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories,...

This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling...

This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling...