Code quality standards, linting rules, and CI/CD principles.
Operational runbook and procedure documentation specialist. Use when
Inspect and control local Docker containers.
Docker und Container — Dockerfiles, Compose, Debugging, Image-Management
Manage docker-compose stacks in a single-host homelab environment
Use when containerizing a JVM service for production. Produces a
OpenAPI/Swagger API documentation ve endpoint belgeleme şablonları.
Docstrings Python no padrão Google com Args/Returns/Raises
Ensure .NET/C# code meets best practices for the solution/project.
.NET 개발 코딩 표준 통합 패키지. 패시브 에이전트(항상 로드) + 상세 코드 예시(on-demand).
.NET 메모리 효율화 및 Zero Allocation 패턴 (Span, ArrayPool, ObjectPool)
Find and eliminate code duplication with DRY refactoring strategies
Audit developer experience and generate a DX health score. Evaluates devcontainer, git hooks, linting, build caching, environment setup, and release pipeline.
Playwright / Cypress, page objects, parallel sharding, flake control.
Generate end-to-end tests with Playwright browser automation
Evaluates JavaScript using the official ECMAScript specification
Eval-Driven Development (EDD) Framework v2.64 - Define-before-implement pattern with structured evals.
EMC pre-compliance risk analysis for KiCad PCB designs — 18 check categories, 44 rule IDs covering ground planes, decoupling, I/O filtering, switching harmonics, clock routing,…
Query gene, sequence, and variant data via the Ensembl REST API
ERNE — Screenshot-based visual debugging using the visual-debugger agent
ERNE — Design navigation architecture using the architect agent
ERNE — Design feature architecture using the architect agent
Use when working with error debugging multi agent review
Document extraction pipeline architecture and patterns
테스트 주도 개발 — Red → Green → Refactor + 수용 기준 기반 테스트 플랜 자동 추출
Use run_shell with Python heredoc when execute_code_sandbox or read_file fail
Plans without measurable success criteria drift into wishful thinking:
Automated mobile build, test, and deployment with Fastlane
Firebase backend services integration for mobile apps
Use to diagnose tests that pass and fail intermittently without code changes.
Gemini CLI の Code Review 拡張で、作業後レビューを安全に実行するための最小手順と再発防止ルールを案内します。
Swagger 기반으로 DTO 타입과 API 쿼리 훅을 자동 생성하는 스킬. API 생성, 훅 생성, 타입 생성 관련 요청에서 트리거된다.
Execute use when you need to work with Docker Compose.
GitHub Actions for web app CI/CD, testing, and deployment.
Enterprise-level Go architecture patterns including clean architecture,
GraphQL client integration for mobile applications
Git worktree操作をgwt（git gtr）経由で実行する。トリガー: "worktree", "ワークツリー", "並行作業", "ブランチ作業", "worktree作成", "worktree削除", "gwt設定", "gwt setup" 使用場面: (1) worktreeの作成・削除・一覧、(2)…
Expert guidance for Helmfile declarative Helm chart deployment
Build or edit Gradio apps, layouts, components, and chat interfaces in Python.
Process use when you need to implement multi-tier caching to improve
Create IoT architecture diagrams using PlantUML syntax with device and sensor stencil icons. Best for smart home, industrial IoT (IIoT), fleet management, edge computing, and…
Get best practices for JUnit 5 unit testing, including data-driven tests
Refactoring using Extract Methods in Java Language
Refactoring using Remove Parameter in Java Language
Get best practices for developing applications with Spring Boot.
为 Java 项目生成自动化单元测试（JUnit 5 + Mockito）。当用户要求编写单元测试、生成测试用例或提升测试覆盖率时使用。
Instructions for refactoring JavaScript code into separate files
How to use jsvu for cross-engine testing.
CRD schema, webhook, RBAC, and reconcile loop patterns
Use when authoring or reviewing Kubernetes manifests for a production
Agent contract and fast dev loop for K8s operator development
Safety, CRD, webhook, RBAC, and dev loop checklists
Tiltfile, Makefile, and Kustomize templates for K8s operators
Expert skill for native Android development with Kotlin and Jetpack Compose
Get best practices for developing applications with Spring Boot and Kotlin.
Kubernetes debugging for pod failures and networking.
แนวทางการพัฒนา Desktop Applications ด้วย Tauri ตาม Best Practices
Run .NET architecture linter to check for MSBuild/CPM violations
AI-first application patterns, LLM testing, prompt management
Build, refactor, or review SwiftUI macOS menubar apps that use Tuist.