AI Engineering

Protheus Reference is a quick lookup guide for TOTVS Protheus native functions, SX data dictionary tables, MV_* parameters, SX3 field validation, and REST endpoint patterns. Use it to confirm syntax, return values, and restricted/internal-only functions.

Query Builder helps build, choose, and optimize SQL against Protheus ERP tables. It covers DbSeek versus Embedded SQL, mandatory D_E_L_E_T_/xFilial filters, index-aligned WHERE clauses, and parameterized queries for safer cross-database use.

Architecture Compass scans a repository, interviews the user about unclear parts, and drafts a shareable architectural assessment. Use it to understand the current structure, drift, and recommended direction for one codebase, module, or folder.

Architecture Refiner facilitates a structured conversation to define architecture principles for a repository. It supports clean architecture, hexagonal/ports and adapters, modular monolith, or a custom style when setting up or revising project standards.

Generates a detailed user profile through a structured 5-8 round onboarding conversation, adapting to the user's language and style. Use when setting up a new agent or refreshing an agent's understanding of the user.

Code Forge generates implementation code from an approved blueprint or verbal requirements. It is used when moving from design to code, implementing contracts, or responding to requests like “implement” or “build it.”

Collaborative Judgment defines when an AI should decide, when it should ask, and how to present genuine tradeoffs during code generation, design, and review. It is used when facts are missing, sources conflict, or multiple grounded approaches remain.

Context Anchoring manages per-feature living documents that capture decisions, constraints, and reasoning across AI sessions. Use it to create, load, or enrich context for a feature during design, implementation, bugfixes, or refactors.

Ddd Refiner facilitates a structured conversation to define DDD guardrails for domain design in a repository. It produces a ddd-principles.md document for use as an override or overlay when setting up domain rules or aggregate conventions.

A systematic research methodology that guides you through broad exploration, deep dives, diversity validation, and synthesis checks to ensure thorough web research before content creation. Use this skill whenever a single search is insufficient and you need multiple perspectives, data, and expert insights.

Design Blueprint runs a structured design workflow from context setup through four design levels to an approved blueprint. Use it when planning architecture, starting a feature design, or resuming work from an existing context doc.

Design First guides structured thinking through five levels before coding: capabilities, components, interactions, contracts, and implementation. Use it for new features, refactors, module design, or any request to plan or architect before writing code.