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Best practices for NumPy array programming, numerical computing, and performance optimization in Python

Expert patterns for Segment Customer Data Platform including

将 iOS 和 Android 应用部署到 App Store 和 Google Play。涵盖签名、版本管理、构建配置、提交流程和发布管理。

Transforms raw meeting transcripts into high-fidelity, structured meeting minutes with iterative review for completeness. This skill should be used when (1) a meeting transcript is provided and meeting minutes, notes, or summaries are requested, (2) multiple versions of meeting minutes need to be merged without losing content, (3) existing minutes need to be reviewed against the original transcript for missing items, (4) transcript has anonymous speakers like "Speaker 1/2/3" that need identification. Features include: speaker identification via feature analysis (word count, speaking style, topic focus) with context.md team directory mapping, intelligent file naming from content, integration with transcript-fixer for pre-processing, evidence-based recording with speaker quotes, Mermaid diagrams for architecture discussions, multi-turn parallel generation to avoid content loss, and iterative human-in-the-loop refinement.

Teaches client-side rendering (CSR) for React applications. Use when building highly interactive apps where SEO is not a priority and the UI is driven by user…

Use when receiving code review feedback (especially if unclear or technically questionable), when completing tasks or major features requiring review before…

Product changelog and release notes that users actually read. Covers categorization, user-facing language, visuals, and distribution. Use for: release notes,…

Develops high-performance Magento 2 storefronts using Hyvä theme framework. Use when working with Hyvä themes, Alpine.js, Tailwind CSS, or modern frontend…

PocketBase development best practices covering collection design, API rules, authentication, SDK usage, query optimization, realtime subscriptions, file…

Web search, content extraction, crawling, and research capabilities using Tavily API. Use when you need to search the web for current information, extracting…

Cross-platform desktop application framework combining Rust backend with web frontend, emphasizing security and performance

Universal React UI framework for web and native. Use when building cross-platform apps with Tamagui, creating styled components with `styled()`, configuring design tokens/themes, using Tamagui UI components, or working with animations. Triggers: "tamagui", "styled()", "$token", "XStack/YStack", "useTheme", "@tamagui/*" imports, "createStyledContext", "variants".

Modernize and improve legacy codebases while maintaining functionality. Use when you need to refactor old code, reduce technical debt, modernize deprecated patterns, or improve code maintainability without breaking existing behavior.

Guide for using ruff, the extremely fast Python linter and formatter. Use this

Framework-agnostic debouncing, throttling, rate limiting, queuing, and batching utilities.

Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.

Review an existing game codebase for architecture, performance, and best practices. Use when the user says "review my game", "code review", "check my game…

Bash scripting guidelines covering security, portability, error handling, and automation best practices for DevOps.

You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla…

Containerize and deploy Node.js applications with Docker including multi-stage builds, Docker Compose, and production optimization