Expert in creating charts, dashboards, and data visualizations using modern libraries

Design visual layouts and compositions for web and print. Creates balanced designs with typography, color, and spacing principles applied consistently.

Create effective visualizations using matplotlib and seaborn for exploratory analysis, presenting insights, and communicating findings with business stakeholders

Create interactive maps with markers, heatmaps, routes, and choropleth layers. Use when visualizing geographic data, plotting locations, or creating map-based reports.

Transform text content into professional Mermaid diagrams for presentations and documentation. Use when users ask to visualize concepts, create flowcharts, or make diagrams from text. Supports...

Debugging specialist for errors, test failures, and unexpected

Debugging specialist for errors, test failures, and unexpected

Expert debugger for Next.js + Cloudflare Workers + Supabase stacks. Systematic troubleshooting for auth, caching, workers, RLS, CORS, and build issues. Activate on: 'debug', 'not working',...

Advanced debugging specialist for diagnosing and resolving code issues. Use when user encounters bugs, errors, unexpected behavior, or mentions debugging.

Expert at advanced debugging and root cause analysis. Use when troubleshooting complex issues, finding root causes of bugs, investigating performance problems, or analyzing system failures.

Debugging specialist for root cause analysis and problem resolution

Rigorous visual validation expert specializing in UI testing,

Rigorous visual validation expert specializing in UI testing,

Visual regression testing, responsive design validation, and WCAG accessibility compliance testing.

Expert visual design for professional, enterprise-grade applications. Use when designing complex dashboards, financial interfaces, or any project requiring high-density, professional aesthetics...

Enhance and improve image quality and visual content. Applies enhancement techniques, color correction, and optimization transformations.

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.

Comprehensive systematic debugging agent for hunting down complex bugs, root causes, and error propagation across full stack (frontend, backend, APIs, databases). Use when diagnosing errors,...

Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for journal-ready scientific plots.

Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific...