1. Software Development

Structures and validates React components following Atomic Design principles, ensuring proper layer organization and component hierarchy.

Adds a comprehensive MCP integration section including authentication, error handling, observability, and tests to an existing API specification.

Provides mobile app development conventions for Adynato projects using React Native and Expo, including navigation, native APIs, performance, and platform considerations.

Provides expert Python programming assistance including code writing, debugging, and code reviews adhering to PEP 8 and modern best practices.

Provides API integration patterns for React Native/Expo apps including data fetching with TanStack Query, authentication, offline support, and error handling.

Provides expertise in designing and implementing end-to-end IoT systems, including protocols, edge computing, and cloud integration (AWS IoT, Azure IoT).

Provides a comprehensive development plan mode for AEGIS v2.5, implementing mathematical data collection, formal proof environment, GRPO training, and SO(8) inference workflow.

Enables integration with aimake's AI-powered delivery pipeline via MCP, connecting to code, docs, and kanban tools in a card-based system.

Performs root cause analysis on software errors and proposes effective fixes to resolve bugs.

Provides project-specific development guidance for Jean Claude contributors, covering source code, tests, documentation, and architecture with insights on pitfalls and experiments.

Manages Python virtual environments with consistent conventions for location and naming, ensuring standardized package installation and environment setup across development tasks.

Assists in writing new features, refactoring code, and implementing functionality while adhering to best practices.

Generates AI-assisted code patches for review and fixes by leveraging multiple AI providers.

Extracts code structure elements like functions and classes from source files using the tree-sitter parser.

Validates and applies Feature-Sliced Design (FSD) architecture patterns, ensuring correct slice separation, layer structure, and dependency inspection in codebases.

Reviews pull requests for code quality, security, and adherence to coding conventions to ensure maintainable and secure code.

Automates test creation, execution, and coverage analysis to ensure code reliability and identify edge cases.

Manages Python virtual environments and dependencies for project setup and package installation.

Creates structured test PDF fixtures with extractable content (tables, equations, annotations) for validating PDF processing systems.

Fetches up-to-date library documentation via Context7 API for queries about code library usage and API references.

Enables HTTP interactions with Restspace Runtime servers for data, files, and operations, requiring initial service discovery via /.well-known/restspace/services.

Creates conventional commit messages following the conventional commits standard to standardize Git commit history.

Applies CLOS design patterns for class structure and method implementation in Common Lisp projects.

Provides standardized patterns for MERN stack development covering React, Express, MongoDB, and API Gateway architecture.