skill-writer 是做什麼的？
引導使用者建立 Claude Code 的代理技能。在使用者想要建立、撰寫、創作或設計新技能，或需要 SKILL.md 檔案、frontmatter 或技能結構方面的協助時使用。
引導使用者建立 Claude Code 的代理技能。在使用者想要建立、撰寫、創作或設計新技能，或需要 SKILL.md 檔案、frontmatter 或技能結構方面的協助時使用。
pytorch/skill-writer 是一個專門為 Claude Code 設計的技能，用於引導使用者建立和撰寫新的代理技能（Agent Skills）。它的主要用途是幫助使用者創作 SKILL.md 文件，處理前段資料（frontmatter），並解釋技能的正確結構。這個技能特別適合開發者或 AI 代理使用者，當他們想要從頭設計一個新技能，或需要標準化技能文件的格式時。它支援 Claude Code 平台，並透過結構化的對話式引導來簡化整個建立過程，確保技能遵循最佳實踐。透過這個技能，使用者可以更有效率地產出高品質的代理技能描述和配置。
npx skills add https://github.com/pytorch/pytorch/tree/main/skills/skill-writer引導使用者建立 Claude Code 的代理技能。在使用者想要建立、撰寫、創作或設計新技能，或需要 SKILL.md 檔案、frontmatter 或技能結構方面的協助時使用。
This repo contains 8 individual skills — each has its own dedicated page.
Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions enabling unsigned types, barebones unsigned types, or uint support.
Debug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime errors from aot_compile, aot_load, aoti_compile_and_package, or aoti_load_package.
Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or other dispatch macros to the new v2 API. For ATen kernel files, CUDA kernels, and native operator implementations.
Write docstrings for PyTorch functions and methods following PyTorch conventions. Use when writing or updating docstrings in PyTorch code.
Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA kernels to Apple Silicon. Covers native_functions.yaml dispatch, host-side operators, and Metal kernel implementation.
Review PyTorch pull requests for code quality, test coverage, security, and backward compatibility. Use when reviewing PRs, when asked to review code changes, or when the user mentions "review PR", "code review", or "check this PR".
Migrate a file to use stricter Pyrefly type checking with annotations required for all functions, classes, and attributes.
Triages GitHub issues by routing to oncall teams, applying labels, and closing questions. Use when processing new PyTorch issues or when asked to triage an issue.
ElevenLabs text-to-speech with mac-style say UX.
Oracle CLI second-model review/debug/refactor/design with selected files, dry-run token checks, API or browser engine.
Capture and automate macOS UI with the Peekaboo CLI.
Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".
Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".