Use when reviewing pull requests, conducting code quality audits, or identifying security vulnerabilities. Invoke for PR reviews, code quality checks, refactoring suggestions.
Use when building NestJS applications requiring modular architecture, dependency injection, or TypeScript backend development. Invoke for modules, controllers, services, DTOs, guards, interceptors, TypeORM/Prisma.
Use when designing prompts for LLMs, optimizing model performance, building evaluation frameworks, or implementing advanced prompting techniques like chain-of-thought, few-shot learning, or structured outputs.
Guides work on The Forge monorepo (NestJS API, React Vite web, Prisma, IA-agnostic interview, Workshop view, MDD semaphore, MXN cost estimation, Dokploy). Use when editing The Forge codebase, blueprint, MDD, Workshop, AI module, engine, Docker, or when the user mentions The Forge, Workshop, MDD, semáforo, or cost estimation.
Creates and edits hand-drawn diagrams in Cursor via the Excalidraw MCP (create_view, checkpoints, export). Use when the user mentions Excalidraw, hand-drawn diagrams, architecture sketches, sequence/flow visuals, or wants an animated inline diagram instead of Mermaid-only output.