1. Software Development

Provides guidelines for developing and modifying tools in NimbusImage, covering template structure, interface elements, and implementation patterns.

Provides frontend development guidelines using Vue 2, Vuetify, and Vuex patterns for the NimbusImage application's component structure and theming.

Provides backend development guidelines for the NimbusImage Girder plugin covering API patterns, access control, database queries, testing, and Docker development.

Manages code snippets for efficient development, enabling users to create, edit, and share reusable code blocks.

Build 2D browser games with Phaser 3, handling scenes, sprites, physics, tilemaps, and animations using JavaScript or TypeScript.

Assists in building 2D games using Phaser 3 framework, covering scene lifecycle, physics, tilemaps, and game architecture.

Generates structured plans for complex coding tasks and manages plan files in designated directories for development workflows.

A React utility for implementing command palettes with keyboard navigation, scroll management, filtering, and reference stability to prevent infinite re-renders.

Automates Git branch management with enforced naming conventions, cleanup suggestions, and workflow optimization for development teams.

Provides Vercel-engineered performance optimization guidelines for React and Next.js applications, covering components, data fetching, and bundle efficiency.

Debugs common WebSocket errors including frame header issues, RSV1 flags, and compression conflicts in real-time communication applications.

Assists in creating and publishing Claude Code hooks with specifications for executable format, event handling, JSON I/O, and security.

Validates test suite effectiveness by generating code mutations and verifying tests catch the changes to identify coverage gaps.

Creates and validates skill structures with canonicalization, ensuring standardized development for skill-based systems.

Designs command-line interface specifications including arguments, flags, subcommands, and UX for consistency and discoverability.

Acts as a coding agent for GitHub Projects, implementing issues, linking PRs, and updating task statuses without backlog management.

Generates TypeScript command-line interfaces (CLIs) with structured code for building command-line tools and utilities.

Ensures Nix code adheres to project-specific style conventions for consistency and maintainability.

Automates Git commit and pull request creation while enforcing standardized conventions for consistent code contributions.

Diagnoses and resolves errors in Nix package evaluation and build processes.

Creates custom software packages and overlays for modular code distribution and extension.

Tests code changes using module-graph analysis and build commands for efficient validation and dependency verification.

Provides reactive polling for any value, automatically triggering React component re-renders upon value changes.

Generates Pydantic v2 models with standardized variants (Base, Create, Update, Response, InDB) for API request/response schemas and data validation in Python applications.