1. Software Development

Provides a comprehensive reference for Claude Code hooks, including input/output schemas, registration methods, and testing patterns for developers.

Checks SDK implementations against reference standards using the btca ask tool.

Provides ultra-fast codebase search using WarpGrep, delivering 20x speed improvements over standard grep for developers.

Automates implementation of technical plans from shared documents or discussions, including verification to ensure correctness.

Enables tracing for Claude Code, supporting hook architecture, sub-agent correlation, and debugging.

Provides best practices for conducting effective code reviews to improve code quality, catch bugs early, and enhance team collaboration.

Generates and executes unit tests adhering to project-specific conventions and frameworks like Robolectric.

Enables seamless code review, patch management, and team collaboration via Gerrit for software development teams.

Automates code regeneration from .dbx schema files, validates compilation, and reports errors with a diff summary.

Automates setup and execution of unit tests requiring Google Cloud Spanner emulator for development environments.

Quickly reviews small code changes (<100 lines) for basic quality, naming conventions, and obvious bugs.

Performs standard code reviews for medium-sized pull requests (100-500 lines), analyzing code quality, security basics, and test coverage.

Conducts comprehensive code reviews for large pull requests, analyzing architecture, performance, security, and maintainability.

Analyzes pull request diffs to generate automated code review comments on quality, security, and performance.

Guides best practices for writing ISPC lit tests to verify code generation and compiler diagnostics in regression testing.

Guides hooking into DirectX, OpenGL, and Vulkan for rendering techniques, overlays, and shader manipulation.

Guide to game engine development resources including source code, plugins, and architecture for engines like Unreal, Unity, and Godot.

Provides input validation utilities for R functions using standalone check_* functions to ensure robustness and correctness.

Guides deprecation of R functions/arguments with lifecycle warnings, documentation updates, NEWS entries, and test adjustments.

Guides implementation of parameter validation using JSR-303 annotations, custom validators, group validation, and internationalized error messages for Java applications.

Guides implementation of repository management features including Git/SVN integration, Webhook configuration, and authorization workflows for development teams.

Provides standardized guidelines for RESTful API design, including URL structure, HTTP methods, response formats, and error handling.

Guides implementation of conditional bean loading, multi-environment profiles, and dynamic configuration using Spring annotations and feature toggles.

Utility for configuring thread pools, submitting concurrent tasks, and optimizing batch processing performance in software applications.