1. Software Development

Executes development tasks in parallel using isolated git worktrees for efficient multiplatform Agile SDLC workflows.

Provides Vercel's React and Next.js best practices for performance optimization during coding and code reviews.

Tests line wrapping functionality in code formatting for Codex skills, ensuring proper code presentation.

Provides a command to test line wrapping in code, aiding developers in debugging and refining code formatting features.

Interactive tool for configuring and managing software plugins in development environments.

Converts Stitch design files into modular React components with Vite integration, validated via AST analysis for code integrity.

Automates updating model references in skill files upon new Claude model releases, ensuring compatibility and reducing manual effort.

Executes automated tests to verify plugin functionality and integrity, ensuring reliable plugin operation and compatibility.

Teaches AI agents to autonomously build websites using an iterative baton-passing loop pattern with the Stitch framework.

Assists in developing and maintaining compiler code generation and backend systems, including Cranelift, LLVM, and GPU backends for the Sounio project.

Provides type checking and effect system utilities for the Sounio compiler, including bidirectional inference and type rules.

Ensures example code in `examples/` remains compilable and aligned with the compiler, enforcing code hygiene during edits.

Manages Rust test suites (run-pass, compile-fail, UI, compiler integration) for regression testing and diagnostic adjustments.

Manages Sounio standard library development, ensuring API consistency and updating reference documentation for .sio code modules.

Provides development assistance for Sounio's tooling including Language Server Protocol (LSP), VSCode extension, WASM playground, and Jupyter kernel.

Enforces Sounio-native syntax and prevents Rust-like drift in code, examples, and documentation for the Sounio language.

Manages isolated Git worktrees for efficient multi-repository development, reducing context switching and streamlining code management.

Provides foundational semantics for the Sounio L0 language, including identity, epistemic invariants, and effect discipline for explanation and extension.

Automates Git operations (status, commit, push, pull) across multiple repositories for efficient multi-repo development workflows.

Provides implementation and debugging tools for MIR/SSA optimization passes in the Sounio compiler.

Assists in implementing epistemic type system features including uncertainty handling, ontology bindings, and dependent proofs within the Sounio compiler.

Explains the architecture of a meta plugin system that intercepts and enhances user commands within a software application.

Automates extraction of app code from Connect monorepo into properly structured Nx libraries for improved maintainability and organization.

Modifies core execution engine components including signal queues, position trackers, and order managers in algorithmic trading systems.