1. Software Development

Generates clear Rust test cases that validate both valid and invalid inputs with explicit assertions.

Applies the Stub-First technique in Test-Driven Development to structure tests and implementations efficiently.

Detailed checklist for verifying Technical Specifications (TASK) during software development lifecycle.

Configures Rust development environments with toolchain installation, project setup, and standardized directory structures.

Streamlines emergency bug fix workflows for rapid deployment of critical patches in software development.

Provides guidance for designing scalable and modular system architecture using software engineering best practices.

Reviews React 19 frontend code against pf-frontend conventions to ensure adherence to best practices and code quality.

Reviews code implementation against specifications and coding standards to ensure quality before completion.

Step-by-step guide for creating new software packages, triggered by user requests like 'create package' or 'add package'.

Enforces strict developer guidelines for code adherence, mandatory documentation, and prohibits unsolicited refactoring.

Guides developers in writing effective Rust tests with proper validation and avoiding common pitfalls like unvalidated values.

Technical guide for Balancer V3 pool registration, initialization, and configuration, covering TokenConfig and BasePoolFactory components.

Creates UI component tests for frontend frameworks upon request, supporting common testing libraries and patterns.

Assists in gathering and refining stakeholder requirements to create a structured, actionable technical specification document.

Executes Claude Code's Plan mode-generated implementation plans via OpenAI Codex CLI, automating code generation and execution from structured development plans.

Automates AI-driven code plan review using OpenAI Codex, providing feedback to refine development plans.

Assists developers in implementing Balancer V3 router interactions for swaps, liquidity operations, and contract method usage.

Explains Uniswap V3 pool mechanics including contract structure, slot0 state, liquidity management, and initialization processes.

Provides best practices and patterns for creating scalable, modular, and maintainable system architectures in software development.

Manages Uniswap V3 liquidity positions via NFTs (ERC721), handling minting, increasing, and decreasing liquidity operations for decentralized finance applications.

Explains Balancer V3 Stable Pool implementation, covering StablePool, StableMath, and amplification parameters for DeFi developers.

Generates detailed technical implementation plans tailored to the user's chosen technology stack, covering architecture and development strategy.

Guides developers on React 19 patterns, component structure, state management, and memoization optimization for efficient frontend development.

Provides implementation insights for Balancer V3 Weighted Pool, covering normalized weights, invariant calculations, and pool factory logic.