1. Software Development

Enables developers to perform web searches, execute Python code in Docker, analyze codebases, and generate code changes via a CLI interface.

Enables GPS navigation features including routing, geolocation, markers, and map layers using MapLibre GL.

Provides symbolic code navigation for functions, classes, and hooks to find definitions and understand architecture without reading entire files.

Automates pre-commit code quality checks to enforce standards and prevent issues before merging code.

A unified development methodology integrating code observation, law/term norms, safe changes, and knowledge management into a single evidence-based loop for software development.

Manages GitHub Projects via gh CLI, enabling item tracking, status updates, and Kanban operations for development teams.

Supports protocol-oriented design in Swift with protocol extensions, Associated Types implementation, and dependency injection patterns.

Assists in designing iOS app tests using XCTest/XCUITest, covering strategy, mocks, data management, and coverage analysis for robust test suites.

Automatically extracts vocabulary (terms) and constraints (laws) from codebases and requirements, generating structured inputs for LDE term and law cards.

Expert Python development for Faiston One Platform, covering FastAPI endpoints, Pydantic models, async patterns, and code refactoring.

Precisely edits code elements like functions, hooks, and components using Serena MCP, avoiding full file rewrites.

Generates automated test scripts for H3C network devices with full database search, iterative optimization, and automatic documentation archiving.

AI-powered code review service that submits code to multiple providers and returns unified diff patches for fixes.

Prevents common testing anti-patterns like testing mock behavior and adding test-only methods to production code, ensuring clean test suites.

Provides comprehensive testing patterns for data pipelines, Airflow DAGs, and BigQuery using pytest, including unit, integration, and performance tests.

Optimizes iOS app performance through Instruments analysis of memory, CPU, GPU usage, and battery consumption for improved launch time and efficiency.

Automates branch management for main, develop, and release branches, including PR creation, merging, and strategy guidance during branch creation.

Generates a new agent project with required configuration files and directory structure.

Assists in designing SwiftUI components with view structuring, state management, and accessibility compliance using @State, @Binding, and Preview macros.

Provides Swift code quality review focusing on Swift 6 concurrency, protocol-oriented design, value/reference types, and error handling practices.

Mandatory tool for all version control operations using Jujutsu (jj) exclusively, prohibiting Git commands for commits, branching, and PR management.

Provides Python code utilities and guidance for integrating with Affinity CRM using the Affinity SDK, covering client setup, pagination, and async operations.

Automates Lean4 proof generation and compilation verification with Claude OAuth integration for secure proof handling.

Assists in debugging web applications via Chrome DevTools, monitoring console logs, analyzing network requests, and measuring performance.