Business & Operations

프레젠테이션 슬라이드를 미려한 HTML로 디자인. 슬라이드 HTML 생성, 시각적 디자인, 레이아웃 구성이 필요할 때 사용.

マイクロサービス設計エージェント - ターゲットアーキテクチャ、変換計画、運用計画の策定。/design-microservices [対象パス] で呼び出し。

Deep knowledge of legendary designers and their enduring contributions. Learn from Saul Bass, Massimo Vignelli, Dieter Rams, Paula Scher, and others whose work defines excellence. Use when seeking inspiration, understanding design history, or applying proven approaches.

Step-by-step guide for designing domain event schemas with JSON Schema, versioning, and implementation following patterns.

This skill is for interface design — dashboards, admin panels, apps, tools, and interactive products. NOT for marketing design (landing pages, marketing sites, campaigns).

This skill should be used when the user asks to "generate design document", "create database schema", "design API interface", "draw flowchart", "create sequence diagram", "design system architecture", "design module structure", "create data flow diagram", or mentions technical design documentation. Generates comprehensive technical design documents with database schemas, API specs, and Mermaid diagrams.

Generate domain layer components (entities, value objects, repository interfaces, events, errors). Use when adding entities to existing context, creating value objects for validation, or defining domain-specific errors (e.g., "Create Product entity with Price VO", "Add Customer with Email").

Practical DDD patterns for Jakarta EE web applications with cognitive load distribution. Use when designing controllers, entities, services, or evaluating cohesion and load balance.

Generate complete DDD bounded context with all 4 layers (Domain, Application, Infrastructure, Presentation). Use when user wants to create new business capability, scaffold complete context with CRUD, or build full feature from scratch (e.g., "Create Order context", "Generate Product context with inventory").

Generate REST API endpoints with class-validator DTOs, routing-controllers decorators, and complete Swagger docs. Use when creating API endpoints for existing use cases, adding routes, or building custom API actions (e.g., "Create user API", "Generate product endpoints").

Build defensible DCF models with cited sources, Excel export, and sensitivity analysis

Expert in D-Bus IPC (Inter-Process Communication) on Linux systems. Specializes in secure service communication, method calls, signal handling, and system integration. HIGH-RISK skill due to system service access and privileged operations.

Transform AI agents into experts on dbt testing strategies, providing guidance on implementing comprehensive data quality checks with database-enforced constraints, generic tests, and custom singular tests to ensure data integrity across all layers.

Transform AI agents into experts on writing production-quality dbt models, providing guidance on CTE patterns, SQL structure, and best practices for creating maintainable and performant data models across all medallion architecture layers.

Transform Snowflake DDL (views, tables, stored procedures) into production-quality dbt models, maintaining the same business logic and data transformation steps while following dbt best practices.

dbt best practices for models, tests, documentation, and project organization.

PROACTIVE skill - STOP and invoke BEFORE writing dbt SQL. Validates models against coding conventions for staging, integration, and warehouse layers. Covers naming, SQL structure, field conventions, testing, and documentation. CRITICAL - When about to write .sql files in models/, invoke this skill first, write second. Supports project-specific convention overrides and sqlfluff integration.

Complete guide for dbt data transformation including models, tests, documentation, incremental builds, macros, packages, and production workflows

dbt (data build tool) patterns for model organization, incremental strategies, and testing.

Transform AI agents into experts on dbt project architecture and medallion layer patterns, providing guidance on structuring production-grade dbt projects with proper layer separation, naming conventions, and configuration strategies.

提供v3_metadata数据库的SQL查询模板，包括对象编码（object_code）、对象名称、事件、按钮配置、自定义字段、元数据字段、插件中心等表的查询。查询对象编码、对象名称、自定义对象时使用。使用 exec_sql 工具执行查询。

This skill provides guidance on designing Dataverse table schemas and data models. Use when users ask about "Dataverse table design", "Dataverse schema", "Dataverse relationships", "Dataverse columns", "data modeling Dataverse", "Dataverse best practices", or need help designing their data structure.

Reviews SQL queries and DataFrame operations for optimization opportunities including predicate pushdown, partition pruning, column projection, and join ordering. Activates when users write DataFusion queries or experience slow query performance.

Use when developing BigQuery Dataform transformations, SQLX files, source declarations, or troubleshooting pipelines - enforces TDD workflow (tests first), ALWAYS use ${ref()} never hardcoded table paths, comprehensive columns:{} documentation, safety practices (--schema-suffix dev, --dry-run), proper ref() syntax, .sqlx for new declarations, no schema config in operations/tests, and architecture patterns that prevent technical debt under time pressure