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metal-kernel

metal-kernel

102Ktesting-qa

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.

pytorch avatarpytorch
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pyrefly-type-coverage

pyrefly-type-coverage

102Ktesting-qa

Migrate a file to use stricter Pyrefly type checking with annotations required for all functions, classes, and attributes.

pytorch avatarpytorch
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triaging-issues

triaging-issues

102Kresearch-knowledge

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.

pytorch avatarpytorch
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pr-review

pr-review

102Kresearch-knowledge

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".

pytorch avatarpytorch
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docstring

docstring

102Kresearch-knowledge

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

pytorch avatarpytorch
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skill-writer

skill-writer

102Ktesting-qa

Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.

pytorch avatarpytorch
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fastapi

fastapi

101Kbackend-api

FastAPI best practices and conventions. Use when working with FastAPI APIs, Pydantic models, dependencies, streaming responses including Server-Sent Events (SSE), and serving frontend apps. Keeps FastAPI code clean and up to date with the latest features and patterns.

fastapi avatarfastapi
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reference-signal-forms

reference-signal-forms

101Kcode-generation

Explains the mental model and architecture of the code under `packages/forms/signals`. You MUST use this skill any time you plan to work with code in `packages/forms/signals`

angular avatarangular
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angular-developer

angular-developer

101Kcode-generation

Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, accessibility (ARIA), animations, styling (component styles, Tailwind CSS), testing, or CLI tooling.

angular avatarangular
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browser-use

browser-use

100Kbrowser-web

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, or extract information from web pages.

browser-use avatarbrowser-use
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design-taste-frontend

design-taste-frontend

99Kdesign-ui

Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.

nexu-io avatarnexu-io
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web-clone

web-clone

99Kbrowser-web

网站复刻 / 克隆方法论。USE WHEN 用户说 复刻网站、克隆网站、clone website、抄个站、仿站、 照着这个站做一个、reproduce site、还原某个网页效果、把这个站搬下来改成我的、 复刻某个交互/WebGL/Canvas/Three.js 效果。提供「先拿真源码 → 判路径 → 逆向拆解 → 搭工程 → 替换内容」的可移植决策树,覆盖静态站 / React-Vue-Next 内容站 / WebGL-Canvas 重前端站三大分支,并强制核对任何 AI 二手分析里的可执行代码。

nexu-io avatarnexu-io
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library-curator

library-curator

99Kdesign-ui

Search the OD Library (the global asset registry) and apply matching assets into the current project mid-task. Use when the user asks to reuse an image they captured/uploaded earlier, "pull a logo/screenshot from my library", or to find and drop a stored asset into the page being built.

nexu-io avatarnexu-io
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emil-design-eng

emil-design-eng

99Kdesign-ui

This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.

nexu-io avatarnexu-io
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review-animations

review-animations

99Kdesign-ui

Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering philosophy. Default to flagging; approval is earned.

nexu-io avatarnexu-io
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writing-guidelines

writing-guidelines

99Kresearch-knowledge

Review docs/prose for Writing Guidelines compliance. Use when asked to "review my docs", "check writing style", "audit prose", "review docs voice and tone", or "check this page against the writing handbook".

nexu-io avatarnexu-io
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chat-motion-overlay

chat-motion-overlay

99Kagent-workflows

Generate configurable chat motion overlays from a transcript or screenshot, including plain bubble scenes, app-style chat containers, optional device frames, preset or uploaded avatars, nickname display rules, and transparent-video-ready Remotion bundles. Use when Codex needs to create reusable short-form chat clips for Douyin, demo videos, story reenactments, social-message proof scenes, or embeddable alpha overlays for Hyperframe and Remotion workflows.

nexu-io avatarnexu-io
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material-ui-nextjs

material-ui-nextjs

99Kfrontend

Integrates Material UI with Next.js App and Pages routers using @mui/material-nextjs, Emotion cache providers, next/font, CSS layers with Tailwind/CSS Modules, Link component prop patterns, CSS theme variables SSR notes, and App Router useSearchParams + Suspense. Use when setting up or debugging MUI in a Next.js app.

mui avatarmui
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material-ui-styling

material-ui-styling

99Kfrontend

Chooses the right Material UI styling approach (sx, styled, theme overrides, global CSS) from official MUI guidance. Use when styling @mui/material components, customizing themes, overriding slots, or comparing sx vs styled.

mui avatarmui
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material-ui-theming

material-ui-theming

99Kfrontend

Guides Material UI theming and design tokens (createTheme, ThemeProvider, palette, colorSchemes, cssVariables, theme.vars, dark mode, TypeScript augmentation). Use when building or extending a theme, toggling light/dark, or aligning tokens across an app.

mui avatarmui
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caveman-explore

caveman-explore

98Kprompting-reasoning

Read-only repository explorer. Use PROACTIVELY for cold-start exploration, broad cross-file localization, or when a direct search has failed and you need to find where something lives. Skip it when the issue already names the exact file or symbol, or a previous turn already returned usable file:line evidence. Returns only compact path:line citations; its reads and greps never enter the main conversation.

juliusbrussee avatarjuliusbrussee
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caveman-optimize

caveman-optimize

98Kprompting-reasoning

Turn Caveman's exact report-only repository observations into an operator-chosen optimization candidate with a paired baseline/candidate evaluation. Use when the user asks to inspect an optimization observation, evaluate a candidate change, or act on the current Caveman optimization report. Require a logged-in Caveman CLI connection and explicit approval; never infer money or actuation from a profile.

juliusbrussee avatarjuliusbrussee
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investigate-first

investigate-first

98Kprompting-reasoning

Diagnose ambiguous failures before editing. Use for unknown causes, intermittent behavior, performance regressions, or investigations needing evidence-ranked hypotheses.

juliusbrussee avatarjuliusbrussee
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verify-and-stop

verify-and-stop

98Kprompting-reasoning

Prove existing work meets acceptance conditions without expanding scope. Use for validation-only tasks, completion checks, focused gate runs, and last-mile proof.

juliusbrussee avatarjuliusbrussee
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