全部能力

根据产品名称自动审阅最新阿里云产品文档和OpenAPI文档，然后输出带证据的详细优先级改进建议…

Create diverse synthetic test inputs for LLM pipeline evaluation using dimension-based tuple generation. Use when bootstrapping an eval dataset, when real user data is sparse, or when stress-testing specific failure hypotheses. Do NOT use when you already have 100+ representative real traces (use stratified sampling instead), or when the task is collecting production logs.

Component architecture, design patterns, state management strategies, module systems, build tools, and scalable application structure

Battle-tested Playwright patterns for writing and debugging reliable E2E, API, component, visual, accessibility, and security tests. Use when you need locator…

Angular Material 和 CDK 最佳实践。涵盖选择性导入、M3 主题、CDK 工具函数和组件测试 harness。在使用 @angular/material 和 @angular/cdk 时激活。不适用于 PrimeNG、Spartan UI 或其他组件库。与 angular-best-practices 搭配安装以获得完整覆盖。

Organize DI registrations using IServiceCollection extension methods. Group related services into composable Add* methods for clean Program.cs and reusable…

Write UI tests for Blazor applications (Server or WebAssembly) using Playwright. Covers navigation, interaction, authentication, selectors, and common…

Extract complete design systems from any website — colors, typography, spacing, shadows, and more — using the designlang CLI.

QA an analysis before sharing with stakeholders — methodology checks, accuracy verification, and bias detection. Use when reviewing an analysis for errors,…

Implement the minimal code needed to make failing tests pass in the TDD green phase.

Develop ComfyUI server-side V3 custom nodes (Python) using Comfy API v0_0_2/latest, schema-based inputs/outputs, ComfyExtension entrypoints, and UI preview…

Axum (Rust) web framework patterns for production APIs: routers/extractors, state, middleware, error handling, tracing, graceful shutdown, and testing

Analyze a complete literary work into a structured Basic Memory knowledge graph. Covers schema design, entity seeding, chapter-by-chapter processing,…

Reading coach: guides users through books systematically with knowledge compilation, mastery testing, spaced repetition, and knowledge querying. Use when user…

Comprehensive guide for building production-ready microservices with FastAPI including REST API patterns, async operations, dependency injection, and…

Build browser automation scripts using the Kernel Python SDK with Playwright and remote browser management.

AI电商客服助手，支持订单查询、商品推荐、工单处理，可使用Playwright MCP自动操作电商后台查询真实订单状态。

Alias for sentry-skills:pr-writer. Use when users explicitly ask for "create-pr" or reference the legacy skill name. Redirects to the canonical PR writing…

Use when working with performance testing review multi agent review

Comprehensive Go testing strategies including table-driven tests, testify assertions, gomock interface mocking, benchmark testing, and CI/CD integration