Combines and synthesizes outputs from parallel DAG branches. Handles merge strategies, conflict resolution, and...
Development
Code generation, debugging, testing, and development workflows
Parses complex problems into DAG (Directed Acyclic Graph) execution structures. Decomposes tasks into nodes with...
Synthesizes actionable feedback from validation results, confidence scores, and iteration triggers. Creates...
Performs root cause analysis on DAG execution failures. Traces failure propagation, identifies systemic issues, and...
Build production computer vision pipelines for object detection, tracking, and video analysis. Handles drone...
Detects and fixes color contrast violations using WCAG 2.1 guidelines and perceptual analysis. Expert in contrast...
Systematic framework for resurrecting and modernizing legacy codebases through archaeology, resurrection, and...
Expert in 2000s-era music visualization (Milkdrop, AVS, Geiss) and modern WebGL implementations. Specializes in...
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility",...
TypeScript code style, type co-location, naming conventions (including acronym casing), test organization, and...
CSS and Tailwind styling guidelines. Use when writing styles, creating UI components, reviewing CSS/Tailwind code,...
Query layer patterns for consuming services with TanStack Query, error transformation, and runtime dependency...
Monorepo script commands and conventions for this codebase. Use when running builds, tests, formatting, linting, or...
Behavioral guideline for providing brutally honest feedback. Use always - this skill defines core interaction...
GitHub issue comment guidelines for community interaction. Use when responding to GitHub issues, bug reports,...
Git commit and pull request guidelines using conventional commits. Use when creating commits, writing commit...
Apply factory function patterns to compose clients and services with proper separation of concerns. Use when...
Human-readable control flow patterns for refactoring complex conditionals. Use when refactoring nested conditionals,...
React Three Fiber textures - useTexture, texture loading, environment maps, texture configuration. Use when loading...
React Three Fiber shaders - GLSL, shaderMaterial, uniforms, custom effects. Use when creating custom visual effects,...
React Three Fiber post-processing - @react-three/postprocessing, bloom, DOF, screen effects. Use when adding visual...
React Three Fiber physics with Rapier - RigidBody, colliders, forces, joints, sensors. Use when adding physics...
React Three Fiber materials - PBR materials, Drei materials, shader materials, material properties. Use when styling...
React Three Fiber lighting - light types, shadows, Environment component, IBL. Use when adding lights, configuring...