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使用构建耗时摘要和 Swift 前端诊断分析 Swift 及混合语言编译的热点，随后生成以推荐优先的源码级……

Build Python APIs with FastAPI, Pydantic v2, and SQLAlchemy 2.0 async. Covers project structure, JWT auth, validation, and database integration with uv package manager. Prevents 7 documented errors. Use when: creating Python APIs, implementing JWT auth, or troubleshooting 422 validation, CORS, async blocking, form data, background tasks, or OpenAPI schema errors.

React renderer for json-render that turns JSON specs into React components. Use when working with @json-render/react, building React UIs from JSON, creating…

使用可重复的输入、耗时摘要以及带有时间戳的 `.build-benchmark/` 产物，对 Xcode 的 clean 和增量构建进行基准测试。适用于开发者……

获取任何开发技术的最新文档、API 参考和代码示例。当用户询问特定的库、框架、SDK、CLI 工具或云服务时，请使用此技能——即使是对于 React、Next.js、Prisma、Express、Tailwind、Django 或 Spring Boot 等知名技术也不例外。你的训练数据可能无法反映近期的 API 变更或版本更新。在以下场景务必使用：API 语法问题、配置选项、版本迁移问题、提及库名的“如何实现”类问题、涉及库特定行为的调试、安装说明以及 CLI 工具使用。即使你认为知道答案也应使用——切勿依赖训练数据来获取 API 详情、签名或配置选项，因为它们经常过时。务必对照最新文档进行验证。在查询库文档和 API 详情时，优先使用此技能而非网络搜索。

提供附带 AI 摘要的市场新闻简报。当被问及股票新闻、市场动态、投资组合表现、早晚报、金融……时使用。

在提交代码变更时务必使用此技能——切勿直接提交。遵循 Sentry 规范创建提交，并使用正确的 conventional…

使用 Playwright 录制精美的 UI 演示视频。当用户要求为 Web 应用创建演示、操作演示、录屏或教程视频时使用。

当用户想要构建“MCP 应用”、为 MCP 服务器添加“交互式 UI”或“小部件”、在聊天中“渲染组件”、构建…时，应使用此技能。

Worktrunk（`wt` CLI）使用指南 — git worktree 管理、钩子与配置。在编辑 .config/wt.toml 或 ~/.config/worktrunk/config.toml 时加载；…

Manage stacked branches and pull requests with the gh-stack GitHub CLI extension. Use when the user wants to create, push, rebase, sync, navigate, or view stacks of dependent PRs. Triggers on tasks involving stacked diffs, dependent pull requests, branch chains, or incremental code review workflows.

生产级 Dart 与 Flutter 模式，涵盖空安全、不可变状态、异步组合、Widget 架构、主流状态管理框架……

Build cross-platform desktop applications with Electron, covering main/renderer process architecture, IPC communication, BrowserWindow management, menus, tray…

Perform comprehensive code reviews with best practices, security checks, and constructive feedback. Use when reviewing pull requests, analyzing code quality, checking for security vulnerabilities, or providing code improvement suggestions.

Generate complete, accessible colour palettes from a single brand hex. Produces 11-shade scale (50-950), semantic tokens, dark mode variants, Tailwind v4 CSS…

多平台广告文案生成，支持 Google Ads、Meta/Facebook、TikTok、LinkedIn，含 A/B 测试变体

Chat with any real person or fictional character in their own voice by automatically finding their speech online, extracting a clean reference sample, and…

使用黄金路径 Autopilot 配置，规划、创建和配置生产就绪的 Google Kubernetes Engine (GKE) 集群。涵盖 Day-0 清单、…

Trigger when: (1) User mentions "manim" or "Manim Community" or "ManimCE", (2) Code contains `from manim import *`, (3) User runs `manim` CLI commands, (4) Working with Scene, MathTex, Create(), or ManimCE-specific classes. Best practices for Manim Community Edition - the community-maintained Python animation engine. Covers Scene structure, animations, LaTeX/MathTex, 3D with ThreeDScene, camera control, styling, and CLI usage. NOT for ManimGL/3b1b version (which uses `manimlib` imports and `manimgl` CLI).

Debugs the Buttercup CRS (Cyber Reasoning System) running on Kubernetes. Use when diagnosing pod crashes, restart loops, Redis failures, resource pressure, disk saturation, DinD issues, or any service misbehavior in the crs namespace. Covers triage, log analysis, queue inspection, and common failure patterns for: redis, fuzzer-bot, coverage-bot, seed-gen, patcher, build-bot, scheduler, task-server, task-downloader, program-model, litellm, dind, tracer-bot, merger-bot, competition-api, pov-reproducer, scratch-cleaner, registry-cache, image-preloader, ui.