Comprehensive expertise for working with Microsoft's GenAIScript framework - a JavaScript/TypeScript-based system for building automatable LLM prompts and AI workflows.
Generar casos de prueba exhaustivos basados en historias de usuario utilizando técnicas de caja negra, asegurando cobertura total de criterios de aceptación y separando escenarios…
Use when a backpressured code-review subagent is reviewing a diff for correctness/logic, simplicity/reuse, or test-quality defects — everything except type design.
General software development practices including code review, testing strategies, and CI/CD integration.
General workflow instructions for Claude Code agents working in this repository. Covers environment setup, coding workflow, documentation, testing, and error-handling practices.
v1.11.0 — Mandatory engineering workflow and coding standards for every software task: implementation, debugging, review, testing, and refactoring.
Create effective agent skills through guided briefing process. Use when user wants to: (1) create a new skill, (2) make a skill, (3) build a skill, (4) set up a skill, (5)…
Analyzes and refines agent skills by identifying quality issues, prioritizing fixes (MUST/SHOULD/NICE), gathering user feedback, and implementing improvements.
Generate comprehensive, systematic test suites for any system component using a structured test design methodology.
Use Schemathesis when an agent needs to turn an API schema into broad negative and edge-case coverage instead of hand-writing examples.
Creates API_CATALOG.md or INTERFACE_CATALOG.md documenting all system interfaces with examples. Use when documenting APIs, CLIs, SDKs, or message interfaces for consumers…
Generate Next.js API route handler with repository integration, error handling, and TypeScript types.
Generate Python code to solve AppWorld agent tasks using playbook bullet guidance. Use when the AppWorld executor needs executable Python code for tasks involving Spotify, Venmo,…
Generates ARCHITECTURE.md following IEEE 15289 standards. Use when documenting a new or existing project's technical architecture.
Use when the user wants to convert acceptance criteria into Cucumber/Gherkin feature files, write a .feature file, or produce BDD scenarios for a story.
Generate dashboard card component with shadcn Card structure, TypeScript props, and optional sub-components. Use when creating new dashboard widgets or stat cards.
dhelix 프로젝트의 TypeScript 클래스/모듈을 초보자도 이해할 수 있는 구조화된 개발 문서로 생성합니다. Next.js 기반 guide/ 사이트에 새 페이지를 추가하는 형태로 동작합니다.
Turn a public GitHub repository into an interactive architecture diagram before onboarding, code review, or agent handoff.
Generate a pREST config for a PostgreSQL database. Use when the user needs prest.toml, .env, or Docker Compose to stand up pREST.
How to generate share-imagery (OpenGraph banners, portraits, squares, tall WhatsApp/iMessage cards) for any Lossless site or splash page so the resulting images form a coherent…
Use when generating documentation for Solidity contracts, when user says /generate-contract-docs, or when updating contract docs after deployment changes.
Create Mermaid.js diagrams for architecture, flows, sequences, ERDs, and C4. Use when user says "draw a diagram", "create a flowchart", "sequence diagram", "ERD", "architecture…
Generate design documents from existing code. Use when the user wants to "generate design docs", "create documentation from code", "reverse engineer architecture", "extract design…
Turn a project description into a Claude Code team architecture with generated agents, shared skills, and orchestration patterns instead of hand-designing the whole setup.
Use Swag when an agent needs to turn Go handler annotations into reviewable Swagger 2.0 documentation before API docs, clients, or release checks depend on it.
Generiert eine vollständige Japanisch-Lektion (Lesson + LessonPages + LessonContent + QuizQuestions) für japanese-learning.ch.
Homeostatic actuator auto-generating missing tests for requirements with low coverage. Creates unit tests, edge cases, and error cases for REQ-* without sufficient test coverage.
Terraform モジュールを生成・管理する。「モジュール作成」「モジュール生成」「新しいモジュール」「module 作って」「モジュール構造」「tf モジュール」「terraform モジュール追加」「モジュールのテンプレート」「モジュール scaffold」などで起動。 — from engineering/devops
Generate QR codes from URLs or text using a pre-built Python script with qrcode library
Generate behavioral specifications (Layer 3) from use cases and architecture documents using multi-agent orchestration
Generate the conclaude-schema.json configuration schema file using src/bin/generate-schema.rs. USE WHEN the configuration format changes, new config fields are added, or the…
Create diverse synthetic test inputs for LLM pipeline evaluation using dimension-based tuple generation.
Generate professional multi-page templates for boopixel-builder. Two modes — (A) catalog seeding into app/seeds/templates.json, (B) update an existing project's pages directly via…
Generate a Mermaid flowchart diagram for a Terraform module with visible Azure and AWS provider icons.
Refresh Terraform module documentation from source so variables, outputs, and providers stay aligned with the code before review or release.
Generate comprehensive test cases from specification documents using AI in the QuickRail project. Use when users want to create test cases from requirements, spec documents, or…
Create comprehensive unit test plans for Swift code with TDD methodology. Use this when planning tests for new features, ensuring test coverage, creating test checklists, or…
Pipeline skill — turns a URL or DESIGN.md into a concrete UI structure with decisions already made. Extracts live design tokens, normalizes them into a semantic system, applies UX…
Creates USER_GUIDE.md for end-users (not developers). Use when preparing onboarding material or end-user documentation.
Generate API contracts and OpenAPI specifications from code or design documents. Use when documenting API contracts and specifications.
Generate client SDKs in multiple languages from OpenAPI specifications. Use when generating client libraries for API consumption.
Generate C4 architecture diagrams from subsystem catalogs - codifies abstraction strategies, notation conventions, and selection criteria
Generates DrawIO XML diagrams for Amazon Web Services architectures from text descriptions or images. Analyzes existing .drawio files to extract AWS components.
Generate comprehensive technical documentation including API docs (OpenAPI/Swagger), code documentation (TypeDoc/Sphinx), documentation sites (Docusaurus/MkDocs), Architecture…
Generates DrawIO XML diagrams for Google Cloud Platform architectures from text descriptions or images. Analyzes existing .drawio files to extract GCP components.
Generate gRPC service definitions, stubs, and implementations from Protocol Buffers. Use when creating high-performance gRPC services.
Execute use when generating Helm charts for Kubernetes applications. Trigger with phrases like "create Helm chart", "generate chart for app", "package Kubernetes deployment", or…
Execute use when generating infrastructure as code configurations. Trigger with phrases like "create Terraform config", "generate CloudFormation template", "write Pulumi code", or…
Generate and maintain lat.md/ knowledge graphs with bidirectional source code anchoring. Docs link to code via [[src/file#symbol]] wiki links; code links back to docs via @lat:…
Generates and displays OVN-Kubernetes network topology diagrams showing logical switches, routers, ports with IP/MAC addresses in Mermaid format
Generate complete REST API implementations from OpenAPI specifications or database schemas. Use when generating RESTful API implementations.
Use when you need to generate, validate, or deploy stored procedures for PostgreSQL, MySQL, or SQL Server.
TDD with RGRC cycle and Baby Steps methodology. Triggers: TDD, test-driven, RGRC, Baby Steps, テスト駆動, Red-Green-Refactor.
Generate realistic test data including edge cases and boundary conditions. Use when creating realistic fixtures or edge case test data.
Generate mocks, stubs, spies, and fakes for dependency isolation. Use when creating mocks, stubs, or test isolation fixtures.
Generate comprehensive test reports with metrics, coverage, and visualizations. Use when performing specialized testing.
Generates TypeScript interfaces from API responses or OpenAPI schemas. Use when the user asks about typing API responses, creating interfaces from JSON, parsing Swagger/O — from…
Test automatically generate comprehensive unit tests from source code covering happy paths, edge cases, and error conditions.
Deploy generative art projects for exhibition, web galleries, and print production. Covers rendering pipelines, resolution management, gallery hosting, and archival strategies for…
Review code for bugs, security vulnerabilities, performance issues, accessibility gaps, and CLAUDE.md workflow compliance.