Type assertion patterns using @kitz/assert. Triggers on type-level tests, .test-d.ts files, or when asserting TypeScript types.
Configure CI/CD pipelines for Klaviyo integrations with GitHub Actions. Use when setting up automated testing, configuring CI secrets, or integrating Klaviyo SDK tests into your…
Create a minimal working Klaviyo example with real API calls. Use when starting a new Klaviyo integration, testing your setup, or learning basic profile creation and event…
Configure Klaviyo local development with hot reload, mocking, and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast…
Use when creating Lit web components with TypeScript decorators, JSDoc documentation, Zod validation, and Playwright testing.
Create your first Kling AI video generation with a minimal working example. Use when learning Kling AI or testing your setup.
Kotlin Multiplatform (KMP) master skill. Clean Architecture, MVVM + State/Event/Effect, Room, Koin, Ktor, Coil3, and Material 3.
Select Kotlin Multiplatform ecosystem libraries, services, and tools for persistence, networking, DI, navigation, logging, observability, testing, code quality, resources, images,…
Diagnose and fix Kotlin Multiplatform Gradle, source-set, dependency, Android target, Compose plugin, KGP/AGP, testing, static-analysis, and CI issues.
Design and review KMP testing strategy, commonTest, kotlin.test, platform tests, Compose Multiplatform UI tests, screenshot tests, test doubles, refactor safety, code review…
Author, update, and debug Chromium Kombucha interactive UI tests (tests deriving from InteractiveBrowserTest, InteractiveBrowserWindowTest, InteractiveFeaturePromoTest, or other…
Helps write, migrate, and improve Kotlin tests using the Kotest testing framework. Covers test spec styles (FunSpec, DescribeSpec, BehaviorSpec, etc.), assertions (shouldBe,…
Guides unit and integration testing with Kotest for Kotlin/Android. Use when writing tests for Kotlin code, testing ViewModels, coroutines, or Compose UI.
Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.
中文优先：用于Kotlincoroutinesflows相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Kotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow,…
Complete UI layer testing for KMP: semantic test tags on composables, Compose UI interaction tests in commonTest (runComposeUiTest, onNodeWithTag, performClick, assertIsDisplayed)…
Kotlin coding rules from ai-toolkit: coding-style, frameworks, patterns, security, testing. Triggers: .kt, .kts, build.gradle.kts, Ktor, Jetpack Compose, coroutines, kotlinx.
Kotlin testing with JUnit 5, MockK, Spring test slices, and Testcontainers. Provides mocking patterns, test slice selection, and TDD workflow for Spring Boot + Kotlin.
Use when designing, implementing, or reviewing tests in KMP projects — unit tests, instrumented tests, Compose Multiplatform UI tests, test doubles, test strategy, stability,…
Use when working with JetBrains Kotlin Toolchain v0.11.x, formerly Amper, including module.yaml, project.yaml, module templates, libs.versions.toml, the kotlin CLI wrapper,…
Smart Kotlin unit testing with auto-detection, coverage analysis, and AI edge cases. Use when generating tests for biz/ layer classes, analyzing test coverage gaps, or discovering…
Provide differential diagnosis for patients with suspected rare diseases based on phenotype and genetic data.
Production-grade test automation skills for 46 frameworks across E2E, unit, mobile, BDD, visual, and cloud testing in 15+ languages.
Foundational C programming patterns covering type system, memory management, pointers, arrays, preprocessor, compilation, concurrency (pthreads, mutexes, atomics), serialization…
C library development patterns covering API design, header organization, memory management for libraries, ABI stability, build system integration, documentation with Doxygen,…
Kotlin-specific library development patterns. Use when creating Kotlin libraries, designing idiomatic Kotlin APIs with extension functions and DSLs, configuring Gradle Kotlin DSL…
The Python ecosystem pack — the exact build, test, lint, format and dependency commands, plus the idioms, that the python-developer agent uses.
The TypeScript ecosystem pack — the exact build, test, lint, format and dependency commands, plus the idioms, that the typescript-developer agent uses.
Configure CI/CD for LangChain with GitHub Actions, mocked unit tests, gated integration tests, and RAG pipeline validation.
Create a minimal working LangChain example with LCEL chains. Use when starting a new LangChain integration, testing your setup, or learning LCEL pipe syntax with prompts and…
Create a minimal working LangChain example. Use when starting a new LangChain integration, testing your setup, or learning basic LangChain patterns with chains and prompts.
Compose LangGraph 1.0 subgraphs correctly — shared state key propagation, Send / Command(graph=...) dispatch, callback scoping, per-subgraph recursion budgets, and testing each…
Configure LangChain local development workflow with testing and mocks. Use when setting up dev environment, creating test fixtures with mocked LLMs, or establishing a rapid…
Manage LangChain 1.0 prompts like code — LangSmith prompt hub versioning, XML-tag conventions for Claude, few-shot example selection, discriminated-union extraction schemas, and…
Testing strategies for LangChain4j-powered applications. Mock LLM responses, test retrieval chains, and validate AI workflows. Use when testing AI-powered features reliably.
Configure Langfuse CI/CD integration with GitHub Actions and automated testing. Use when setting up automated testing, configuring CI pipelines, or integrating Langfuse tests into…
Create a minimal working Langfuse trace example. Use when starting a new Langfuse integration, testing your setup, or learning basic Langfuse tracing patterns.
Instrument LLM apps with Langfuse tracing, then use traces, scores, and datasets to test in production, run evaluations on real traffic, catch regressions, and close the loop from…
CRITICAL for RAG: Every RAG query MUST be traced in LangSmith for observability.
Ensures the AI uses the latest stable versions of programming languages and adheres to current best practices in all files.
Latest React features from React 19 and React Compiler (past 1.5 years - mid 2024 to 2026) — from engineering/testing
Real-time source of truth for software and model versions. Activate when adding dependencies, installing packages, or identifying Gemini model names.
Use when the user asks to "find the latest version", "what version is", "current version of", "what's the latest", "check version", "find version", or provides a…
Use when drafting a renewal option clause with rent arbitration, choosing between baseball and conventional arbitration, structuring arbitrator selection procedures, resolving a…
Framework for demonstrating AI capabilities in legal contexts. Provides detailed personas across tenant law, business contracts, startup disputes, employment claims, and — from…
Framework for demonstrating AI capabilities in legal contexts. Provides detailed personas across tenant law, business contracts, startup disputes, employment claims, and — from…
Builds a high-fidelity interactive legal assessment as a single self-contained HTML artifact. Output includes a live countdown timer, contract review tasks with hover-ann — from…
Use when apply Leiden clustering after constructing a k-nearest neighbor (kNN) graph from single-cell expression data when you need to partition cells into discrete, biologically…
Expert-level Lettuce BDD testing skill for Python applications. Covers Gherkin feature files, step definitions, terrain hooks, Selenium integration, data-driven scenarios, and…
Best practices for writing R package tests using testthat version 3+. Use when writing, organizing, or improving tests for R packages.
Vitest - Next Generation Unit Testing Framework สำหรับ Vite ที่รองรับ TypeScript, HMR, และ Jest-compatible API
libeval - RAG evaluation system. Evaluator orchestrates quality assessment using LLM-as-judge patterns. CriteriaEvaluator scores responses against rubrics.
libeval - RAG evaluation system. Evaluator orchestrates quality assessment using LLM-as-judge patterns. CriteriaEvaluator scores responses against rubrics.
Coverage-guided fuzz testing using libFuzzer for C/C++ applications to find memory corruption, buffer overflows, and crash-inducing inputs.
libharness - Test harness and mock infrastructure. createMockStorage, createMockConfig, createMockLogger provide framework mocks.
libperf - Performance testing utilities. benchmark function measures execution time and memory. validateDuration and validateMemory assert performance constraints.
Automated open-source license compliance testing to detect license conflicts, copyleft violations, and license compatibility issues in dependencies.
Use when an AI skill, MCP client, or automation needs browser-based web retrieval, JavaScript page loading, scraping, form interaction, markdown extraction, semantic DOM…
Run Claude Code integration tests in isolated Lima VM sandboxes. Use for E2E testing, hook validation, session survival tests, and any scenario requiring isolated Claude execution.
在 Limrun iOS 模拟器上配置、运行或调试 Detox。用于为应用挂接 Limrun Detox 运行时、连接 Detox mediator 或经反向隧道校验应用/测试器连接。