1. Software Development

Framework for creating and validating new PAI-compliant skills, ensuring adherence to architectural standards during development.

Enables structured code reviews to enhance quality, maintain consistency, and identify issues early in the development lifecycle.

Offers reusable patterns and best practices for Django models, views, and Django REST Framework to accelerate backend development.

Provides common Node.js design patterns for Express and Fastify frameworks, covering asynchronous operations and stream handling.

Enforces Tenzir Python coding standards and manages tooling setup including Ruff, mypy, and pytest for consistent code quality.

Automates Git release workflows using semantic versioning and generates structured changelogs for software projects.

Guides developers in initializing Deno projects, selecting packages, configuring deno.json, and executing CLI commands efficiently.

Automates code validation via linters and tests, then commits and pushes to version control.

Assesses task complexity to prevent over-engineering, ensuring minimal solution size for trivial changes.

Builds web UIs using Deno, Fresh framework, Preact components, and Tailwind CSS for frontend development.

Step-by-step guide for adding new pages to the Yew frontend framework, a Rust-based web application framework.

Automates code formatting and linting checks to ensure consistent style and quality across the codebase.

Automates code review initiation by fetching Git commit SHAs and triggering the code reviewer tool without manual permissions.

Automates code validation, Git commit, push, and pull request creation for efficient development cycles.

Assists in profiling macOS and iOS applications using Instruments and xctrace, covering binary selection, CLI arguments, and common issues.

Step-by-step guide for modifying database schemas using Diesel migrations in Rust applications.

Validates new features against project conventions in FEATURES.md, ensuring correct flag usage, module structure, and cross-platform compatibility.

Analyzes Nix module structure, detects antipatterns, and provides recommendations for best practices in module creation, review, and refactoring.

Automates bulk code generation and large file analysis using Gemini CLI, handling repetitive boilerplate and structural splitting for files over 1000 lines.

Guides modifications to the Mesoscope-VR acquisition system, including hardware additions, runtime mode creation, and system extension with new components.

Assists in developing Neovim plugins using Lua with community best practices, clean architecture, and idiomatic style.

Provides fast, context-aware text search across codebases with pattern matching, line numbers, and file type filtering capabilities.

Automates comprehensive code reviews for uncommitted, unpushed, and pull request changes with 12 specialized agents covering security, performance, and quality.

Provides integration patterns for the Times Square notebook execution system, including SSE updates, URL handling, and frontend routing patterns.