Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components,...

Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking...

Triages GitHub issues by routing to oncall teams, applying labels, and closing questions. Use when processing new...

Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or...

Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal...

Python development principles and decision-making. Framework selection, async patterns, type hints, project...

Write docstrings for PyTorch functions and methods following PyTorch conventions. Use when writing or updating...

Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting...

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI....

Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding...