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Provides UI/UX design, user research, visual design, and brand consistency capabilities. Use this when you need to design interfaces, conduct user research, or create visual assets.
创建高质量 MCP（模型上下文协议）服务器的指南，使 LLM 能够通过精心设计的工具与外部服务交互。在构建 MCP 服务器以集成外部 API 或服务时使用，无论是 Python (FastMCP) 还是 Node/TypeScript (MCP SDK)。
Automated UI development loop: dev server + browser + implement + verify + fix. Launches dev server, implements via frontend-design skill, checks for errors (console, TypeScript, network), and iterates up to 5 times. USE WHEN: "implement next feature", "implement [description]", "verify the UI". NOT for one-off design/code tasks — use frontend-design directly for those. 6. Reports completion or escalates with detailed report **Triggers:** - "implement next feature", "implement the hero section" - "verify this implementation", "check the UI" - "fix the errors", "iterate on this" - "start dev server", "manage server"
Compare Nim and Python scripted agent implementations and align behavior. Use when asked to port or ensure parity between Nim and Python.
Refactor high-complexity React components in frontend. Use when the user asks for code splitting, hook extraction, or complexity reduction, or when you come across a component that is too complex to understand and refactor it.
Configure Sentry security settings and data protection. Use when setting up data scrubbing, managing sensitive data, or configuring security policies. Trigger with phrases like "sentry security", "sentry PII", "sentry data scrubbing", "secure sentry".
Transform specifications into actionable implementation plans with phases, tasks, and acceptance criteria. Use when: (1) User asks to create/write an implementation plan, (2) User asks to plan implementation from a specification, (3) Converting specifications from .workflows/specification/{topic}/specification.md into implementation plans, (4) User says 'plan this' or 'create a plan', (5) Need to structure how to build something with phases and concrete steps. Creates plans in .workflows/planning/{topic}/plan.md that can be executed via strict TDD.
Inspect observation space and inventory encoding.
Comprehensive vitest testing patterns covering test structure, AAA pattern, parameterized tests, assertions, mocking, test doubles, error handling, async testing, and performance optimization. Use when writing, reviewing, or refactoring vitest tests, or when user mentions vitest, testing, TDD, test coverage, mocking, assertions, or test files (*.test.ts, *.spec.ts).
Validate that the problem you want to solve is real, painful, and worth solving before building anything. Master Cindy Alvarez's structured approach to problem discovery interviews. Use when: **Before solution interviews** to confirm the problem exists; **Early customer discovery** to understand the problem space; **Pivoting** to find new problems worth solving; **Market expansion** to understand problems in new segments; **Feature prioritization** to validate which problems matter most
End-to-end workflow for processing pull requests from review to merge
Execute advanced error capture and context enrichment with Sentry. Use when implementing detailed error tracking, adding context, or customizing error capture behavior. Trigger with phrases like "sentry error capture", "sentry context", "enrich sentry errors", "sentry exception handling".