Structured reasoning for architectural decisions using First Principles Framework (Quint Code). Orchestrates ADI...
Development
Code generation, debugging, testing, and development workflows
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or...
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically...
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework...
Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it...
Use when writing or changing tests, adding mocks, or tempted to add test-only methods to production code - prevents...
Use when starting feature work that needs isolation from current workspace or before executing implementation plans...
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user...
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when...
Securely manages API credentials for multiple providers (Anthropic Claude, Google Gemini, GitHub). Use when skills...
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having...
Validates development tool installations across Python, Node.js, Java, Go, Rust, C/C++, Git, and system utilities....
Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments
Guide for designing and writing ap-* agent specifications. Use when creating a new agent, drafting agent...
Systematic debugging framework ensuring root cause investigation before fixes. Includes four-phase debugging...
Working expectations and documentation practices. Use when capturing learnings or understanding how to work with...
Functional programming patterns with immutable data. Use when writing logic or data transformations.
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to...
Multi-conversation methodology for iterative stateful work with context accumulation. Use when users request work...
Generate navigable code maps for unfamiliar codebases. Use when exploring a new codebase, needing to understand...
Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize,...
Guides ecosystem-level refactors of ap-* agents. Use when agents overlap, responsibilities are unclear, or you need...
Refactoring assessment and patterns. Use after tests pass (GREEN phase) to assess improvement opportunities.
Test-Driven Development workflow. Use for ALL code changes - features, bug fixes, refactoring. TDD is non-negotiable.