Maven integration testing with Failsafe plugin, IT naming conventions, and profile configuration
Generate meaningful, deterministic JUnit 5 unit tests for Java production code changed in the current Git diff.
Create and manage Jupyter notebooks for testing Adobe Edge Delivery Services (EDS) blocks interactively in the browser using the ipynb-viewer block.
Gera scrapers Python (baseados em requests) para tribunais brasileiros seguindo a arquitetura do pacote juscraper.
Level 3 patterns - test-smart, deploy, migrate, logs, status (production systems)
Level 1 patterns - test-watch, integration-test, complexity, loc, duplicates, slowtests
Post-implementation audit that justifies every change against a minimal-intervention standard. Detects AI additive bias, test-logic tampering, and unnecessary complexity.
Production-grade load, stress, spike, and endurance testing using Grafana k6 and Python Locust. Use when designing performance test suites, defining SLAs/SLOs, simulating…
Comprehensive k6 load testing skill for API, browser, and scalability testing. Write realistic load scenarios, analyze results, and integrate with CI/CD.
A modern open-source load testing tool from Grafana Labs, written in Go with JavaScript scripting. Enables developers to write performance tests as code, run HTTP/WebSocket/gRPC…
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots — from…
Kailash MCP (Model Context Protocol) - production-ready MCP server implementation for AI agent integration.
Rust formal verification using Kani model checker. Use when verifying Rust code for memory safety, undefined behavior, panics, arithmetic overflows, or custom correctness…
API testing with Karate DSL: REST, GraphQL, gRPC, mocking, parallel execution, CI/CD integration, and data-driven tests.
Generates Karma test runner configurations for browser-based JavaScript testing. Works with Jasmine, Mocha, or QUnit.
Anti-bot browser automation using Camoufox and Nodriver. Bypasses Cloudflare Turnstile, Datadome, and aggressive anti-bot on sites like Airbnb and Yelp.
Use when the user asks to invoke, delegate to, or collaborate with Codex on any task. Also use PROACTIVELY when an independent, non-Claude perspective from Codex would add value —…
Build Kotlin Multiplatform / Android app features with the Kide MVI library. Use when creating or modifying screens, processors, ViewStates, ViewIntents, side effects, or…
Analyze surviving mutants from a mutation testing run and write targeted unit tests to kill them. Re-runs mutations to confirm kills.
Expert KillBill administrator for managing billing, subscriptions, invoices, and overdue states. Provides ready-to-use commands via Traefik DNS for tenant management, catalog…
Writing and testing executable code snippets in the Kindlings user guide. Expected output verification syntax, running snippet tests (just test-snippets), template variables.
Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification.
Table-driven testing patterns using @kitz/test. Triggers on creating test cases, parameterized tests, or when writing .test.ts files.
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…
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.
CRITICAL for RAG: Every RAG query MUST be traced in LangSmith for observability.