Mobile

Use when reviewing code for quality, design issues, implementation problems, security vulnerabilities, or architectural concerns. Apply when user asks to review code, check implementation, find issues, or audit code quality. Use proactively after implementation is complete. Also use to provide feedback to system-architect and principal-engineer on design and implementation decisions.

Expert in digital signal processing for audio applications. Validates biquad filter implementations, frequency response calculations, and audio algorithms. Use when modifying audio-math.ts, implementing new filter types, or adding spectral analysis features.

Comprehensive Whop platform expert with access to 212 official documentation files covering memberships, payments, products, courses, experiences, forums, webhooks, and app development. Invoke when user mentions Whop, digital products, memberships, course platforms, or community monetization.

Semantic search using vector embeddings and similarity metrics. Apply when implementing search with embeddings (OpenAI, Sentence Transformers) or distance-based ranking. Covers cosine similarity, Euclidean distance, dot product, and threshold selection.

Review and apply GitHub Copilot suggestions on pull requests. Trigger when reviewing PRs with Copilot suggestions.

Automatically selects and applies correct templates from /templates based on artifact type.

Use when creating hand-drawn or classical animation, working with frame-by-frame techniques, or applying Disney principles in their original artistic context.

Deep methodology knowledge for STC including outcome regression approach, effect modifier selection, covariate centering, and comparison with MAIC. Use when conducting or reviewing STC analyses.

Flutter 项目代码质量检测和修复，包括 Dart 代码分析、格式化、测试。当用户提到"代码检查"、"分析"、"格式化"、"代码风格"、"质量检测"、"测试"时使用此 skill。

Build and debug Flutter/Dart apps with Riverpod (codegen), Freezed, and GoRouter. Use when implementing Flutter features, running apps, hot reload/restart, or debugging UI.

Code review skill that checks TypeScript type safety, exported for use by cross-cutting review plugin

Use when creating or modifying React Native features in apps/mobile. Enforces React Native safety patterns, i18n, and Expo best practices.

Constructor-based MapStruct mapping for compile-time safety in Jakarta EE. Use when implementing DTO mapping or using @Default annotations.

Calculates context-appropriate quality gate thresholds based on work type (Feature/Bug/Hotfix/Docs/Refactor). Ensures rigorous standards for features, pragmatic standards for hotfixes, and 100% test pass rate for all work.

Use TDD workflow (Red-Green-Refactor-Validate) when creating or modifying any business logic, use cases, or domain code. MANDATORY for all implementations. Apply when user requests new features, bug fixes, or refactoring that involves testable code.

Intelligently debug and fix bugs with a repro-first approach. Use when the user reports a bug, unexpected behavior, or asks to fix an issue. Establishes reproducible test cases before fixing.

For leaders who want to understand where real work happens in their organization - not the org chart,but the actual network of people who fix things when they break.Analyzes emergency patterns, escalation paths, and informal influence to map your tiger teams.Use when you need to identify key people, assess organizational risk, reduce bus factor,or understand the gap between formal structure and actual operations.Keywords: tiger team, key people, who runs things, org chart vs reality, bus factor, key person risk,emergency response, who to call, informal leaders, actual org structure, critical dependencies

Use when working with unit tests in any capacity - reading, writing, updating, planning, evaluating, or reviewing tests - applies TDD principles with focused test coverage, filtering out redundant tests while ensuring critical paths, edge cases, and state changes are verified

AI-powered enterprise web application testing orchestrator with Context7 integration, intelligent test generation, visual regression testing, cross-browser coordination, and automated QA workflows for modern web applications

Scaffold new MVC components (Model, View, Controller) for Tkinter applications following the template's architecture. Use when creating new features, when user mentions "MVC", "model", "view", or "controller", or when working with .py files in models/, views/, or controllers/ directories.