Unit Testing

Use when creating SwiftData custom schema migrations with VersionedSchema and SchemaMigrationPlan - property type changes, relationship preservation (one-to-many, many-to-many), the willMigrate/didMigrate limitation, two-stage migration patterns, and testing migrations on real devices

Use when needing synchronous actor access in tests, legacy delegate callbacks, or performance-critical code. Covers MainActor.assumeIsolated, @preconcurrency protocol conformances, crash behavior, Task vs assumeIsolated.

Test pyramid strategy, test design patterns, coverage analysis, and quality gate configuration. Use when designing test strategies, improving coverage, setting up automation, or defining quality gates. Covers unit, integration, and E2E testing across frameworks.

Interview techniques, persona creation, journey mapping, and usability testing patterns. Use when planning research, conducting user interviews, creating personas, mapping user journeys, or designing usability tests. Essential for user-research, requirements-analysis, and interaction-architecture agents.

Apply test pyramid principles, coverage targets, and framework-specific patterns. Use when designing test suites, reviewing test coverage, or implementing tests. Covers Jest, Pytest, and common testing frameworks with naming conventions and organization patterns.

Coordinate multi-agent code review with specialized perspectives. Use when conducting code reviews, analyzing PRs, evaluating staged changes, or reviewing specific files. Handles security, performance, quality, and test coverage analysis with confidence scoring and actionable recommendations.

Test charter structure, SFDPOT and FEW HICCUPPS heuristics, edge case discovery patterns, and session-based test management. Use when conducting exploratory testing, discovering edge cases, validating user journeys, or finding issues automated tests miss.

Identify existing codebase patterns (naming conventions, architectural patterns, testing patterns) to maintain consistency. Use when generating code, reviewing changes, or understanding established practices. Ensures new code aligns with project conventions.

WCAG 2.1 AA compliance patterns, screen reader compatibility, keyboard navigation, and ARIA best practices. Use when implementing accessible interfaces, reviewing UI components, or auditing accessibility compliance. Covers semantic HTML, focus management, color contrast, and assistive technology testing.

Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first

TDD workflow and test strategy patterns including test pyramid, coverage strategies, mocking approaches, and anti-patterns. Load when writing tests, designing test strategies, or reviewing test coverage.

Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to make tests pass.

Performs comprehensive codebase analysis covering architecture, code quality, security, performance, testing, and maintainability. Use when user wants to audit code quality, identify technical debt, find security issues, assess test coverage, or get a codebase health check.

Implement or extend a user-facing workflow in a web application, integrating with existing backend APIs. Use when the feature is primarily a UI/UX change backed by existing APIs, affects only the web frontend, and requires following design system, routing, and testing conventions.

Zero-config animations for React, Vue, Solid, Svelte, Preact with @formkit/auto-animate (3.28kb).Prevents 10+ documented errors: SSR/Next.js imports, conditional parents, missing keys, flexbox width,table display, Jest/esbuild config, CSS position conflicts, Vue/Nuxt registration, Angular ESM.Use when: animating lists/accordions/toasts/forms, troubleshooting SSR animation errors, needaccessible animations (auto prefers-reduced-motion), or want drop-in transitions without Motion overhead.

Set up Cloudflare Workers with Hono routing, Vite plugin, and Static Assets using production-tested patterns.Prevents 8 errors: export syntax, routing conflicts, HMR crashes, gradual rollout asset mismatches, and free tier 429s.Use when: creating Workers projects, configuring Hono or Vite for Workers, deploying with Wrangler,adding Static Assets with SPA fallback, or troubleshooting export syntax, API route conflicts, scheduledhandlers, or HMR race conditions.Keywords: Cloudflare Workers, CF Workers, Hono, wrangler, Vite, Static Assets, @cloudflare/vite-plugin,wrangler.jsonc, ES Module, run_worker_first, SPA fallback, API routes, serverless, edge computing,"Cannot read properties of undefined", "Static Assets 404", "A hanging Promise was canceled","Handler does not export", deployment fails, routing not working, HMR crashes

Build conversational AI voice agents with ElevenLabs Platform using React, JavaScript, React Native, or Swift SDKs.Configure agents, tools (client/server/MCP), RAG knowledge bases, multi-voice, and Scribe real-time STT.Use when: building voice chat interfaces, implementing AI phone agents with Twilio, configuring agent workflowsor tools, adding RAG knowledge bases, testing with CLI "agents as code", or troubleshooting deprecated @11labspackages, Android audio cutoff, CSP violations, dynamic variables, or WebRTC config.Keywords: ElevenLabs Agents, ElevenLabs voice agents, AI voice agents, conversational AI, @elevenlabs/react, @elevenlabs/client, @elevenlabs/react-native, @elevenlabs/elevenlabs-js, @elevenlabs/agents-cli, elevenlabs SDK, voice AI, TTS, text-to-speech, ASR, speech recognition, turn-taking model, WebRTC voice, WebSocket voice, ElevenLabs conversation, agent system prompt, agent tools, agent knowledge base, RAG voice agents, multi-voice agents, pronunciation dictionary, voice speed control,

Build durable workflows with Cloudflare Workflows (GA April 2025). Features step.do, step.sleep, waitForEvent,Vitest testing, and runs for hours to days with automatic retries and state persistence.Use when: creating long-running workflows, implementing retry logic, building event-driven processes,testing workflows with cloudflare:test, coordinating API calls, or troubleshooting NonRetryableError,I/O context errors, serialization failures.Keywords: cloudflare workflows, workflows workers, durable execution, workflow step,WorkflowEntrypoint, step.do, step.sleep, workflow retries, NonRetryableError,workflow state, wrangler workflows, workflow events, long-running tasks, step.sleepUntil,step.waitForEvent, workflow bindings, vitest testing, cloudflare:test, introspectWorkflowInstance

Build backend AI with Vercel AI SDK v5/v6. v6 stable introduces Output API (Output.object/array/choicereplace deprecated generateObject/streamObject), plus speech synthesis, transcription, image generation,embeddings, reranking, MCP tools, and middleware. Covers v4→v5 migration, latest models (GPT-5.2,Claude 4.x, Gemini 2.5), Workers startup fix, and 12 error solutions.Use when: implementing AI SDK v5/v6, using Output API, speech/transcription/image features, embeddings,MCP tools, migrating v4→v5, troubleshooting errors, or fixing Workers startup issues.

Add bot protection with Turnstile (CAPTCHA alternative). Use when: protecting forms, securing login/signup, preventing spam, migrating from reCAPTCHA, integrating with React/Next.js/Hono, implementing E2E tests, or debugging CSP errors, token validation failures, or error codes 100*/300*/600*.