1. Software Development

Automates iOS Simulator interactions for UI testing, including gestures, text input, screenshots, and accessibility inspection using AXe CLI.

Provides Zig-specific best practices for type-first development, error handling, comptime validation, and memory management patterns.

Provides Go best practices for type-first development, custom types, interfaces, functional options, and error handling in Go code.

Provides React best practices for hooks, effects, refs, and component design to prevent anti-patterns in .tsx/.jsx files.

Provides type-first development patterns for Python using dataclasses, discriminated unions, NewType, and Protocol to enhance code quality and maintainability.

Enables autonomous code implementation, fixing, investigation, and review by a subagent with full codebase access and change capabilities.

Generates integration tests for command-line interface (CLI) applications using the Vitest testing framework.

Generates targeted unit tests for complex code logic using the Vitest testing framework.

Plans and executes manual testing for the Storyblok CLI package to verify end-to-end functionality and correctness.

Reviews code changes in commits, branches, or pull requests and generates a comprehensive QA review plan for testing validation.

Guides Rust development for Ordo rule engine, enabling RuleSet creation, Step Flow modeling, and conditional logic implementation for rule definitions.

Guide for writing unit tests, integration tests, Criterion benchmarks, k6 load tests, and CI configuration.

Guides frontend developers in integrating the Ordo visual editor component using Vue/React, with flow diagram support, WASM calls, and rule management features.

Guide for optimizing rule execution performance using Schema-aware JIT, TypedContext macros, and Cranelift compilation to reduce latency and increase throughput.

Manages Trunk-Based Development workflows via CLI, enabling standardized commits, branch management, and changelog generation for efficient code integration.

Provides information on VS Code API definitions, methods, interfaces, and available types for extension development.

Provides best practices and integration guidance for the better-auth authentication framework in TypeScript projects.

Generates secure authentication services for new applications, including user registration and token management.

Provides integration patterns and best practices for adding persistent memory to LLM agents using the Letta Learning SDK.

Guides implementation of compression algorithms and encoders to ensure compatibility with specified decoders, covering entropy and arithmetic coding techniques.

Guides cross-compilation of C programs (e.g., Doom) for custom MIPS targets with non-standard syscalls and freestanding builds.

Guides conversion of legacy COBOL applications to modern languages (Python, Java) while maintaining identical behavior and data format compatibility.

Guides compilation of SQLite with gcov for code coverage, covering build flags, instrumentation setup, and coverage data troubleshooting.

Guides conversion of R-Stan models and inference code to PyStan 3.x, covering API mapping, hyperparameters, and output format differences for Bayesian model migration.