1. Software Development

Checks code compliance with brainbase's architecture patterns and proposes fixes for violations.

Automates the TDD Red-Green-Refactor cycle through 4-phase orchestration, guiding developers from test design to implementation and refactoring.

Validates Brainbase Git workflow compliance through automated checks for Conventional Commits and branch safety.

Correctly reads PDFs using Python's pdfplumber library, covering installation, basic usage, and page-level text extraction.

Generates .NET MAUI and .NET for iOS bindings using Swift/Objective-C wrappers and Native Library Interop (NLI) for seamless native integration.

Creates and updates .NET MAUI and .NET for Android interop bindings for native Android libraries via Native Library Interop (NLI).

Generates or updates Blossom framework operators with proper API wiring and exports for data pipeline components.

Tool for syncing and translating language files to enable multilingual support in software applications.

Provides implementation guidelines for SDD workflow, covering feature implementation, TDD, security checks, and code quality assurance.

Generates TDD-based task breakdowns for software design documents, enabling structured feature implementation through test-first methodology.

Enables quick implementation of small features, bug fixes, and enhancements following best practices, bypassing full design documentation.

Expert guidance for integrating Firebase services (authentication, Firestore, Storage, FCM, Analytics) into Flutter applications.

Provides fundamental reading and writing capabilities for the OCTAVE data format, enabling basic structural handling without full architectural specifications.

Expert guidance for Flutter and Dart development, including state management, routing, testing, and UI components with Bloc, Riverpod, and Provider.

Provides expert guidance for implementing safe concurrent Swift code using async/await, actors, and concurrency features.

Automates iterative feature development by continuously building and testing until all functional tests pass.

Provides a Test-Driven Development workflow for Miyabi using Rust, following the Red-Green-Refactor cycle for feature implementation and bug fixes.

Executes Miyabi Agents (CodeGen, Review, Deployment, etc.) in isolated Git worktrees for parallel task processing and concurrent issue management.

Executes comprehensive Rust development workflow including cargo build, test, clippy, and fmt for the Miyabi project to ensure code quality and compilation.

Systematically diagnoses and resolves errors in Rust code, including test failures and runtime issues.

Initializes Rust projects with Cargo workspaces, GitHub integration, and Miyabi framework configuration for seamless development setup.

Automates Git workflow including staging, Conventional Commits, PR creation, and merging.

Analyzes and optimizes Rust application performance through CPU profiling, benchmarking, and memory analysis to resolve slowdowns and high memory usage.

Manages Rust (Cargo) and Node.js (npm) dependencies, including adding, updating, auditing, and resolving version conflicts.