module-implementation-pattern

Standardize GUTTERS module development with BaseModule inheritance and database config loading.

Updated Aug 23, 2026

Search Tags:#testing #architecture #database #pattern #events #module #base-module

Ready to run

npx skills add https://github.com/drhayf/GUTTERS --skill module-implementation-pattern

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: module-implementation-pattern
Source: https://github.com/drhayf/GUTTERS/tree/main/.agent/skills/module-implementation
Command: npx skills add https://github.com/drhayf/GUTTERS --skill module-implementation-pattern

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Standardizes production-grade module development for GUTTERS by enforcing a consistent lifecycle, configuration loading, and synthesis contributions to ensure reliable, scalable modules.

Core Features & Use Cases

Inherits from BaseModule and enforces a standard lifecycle (initialize, load config, subscribe to events)
Provides a reusable template for calculation, tracking, or intelligence modules
Ensures production-grade practices including database-backed configuration, event publishing, and a migration-ready structure

Quick Start

Create a new module by extending BaseModule, load its config from the database, subscribe to events, and integrate it with the synthesis pipeline.

Frequently Asked Questions about module-implementation-pattern

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I standardize module lifecycle management for event-driven workflows?▼

Standardize module lifecycle management by inheriting from BaseModule to enforce consistent initialization, database configuration loading, and event subscription across calculation, tracking, and intelligence modules.

What is the best way to build production-grade modules with database-backed configuration?▼

Build production-grade modules with database-backed configuration by extending a base module template, loading settings from system_configurations, and adhering to typed interfaces with migration and testing support.

How do I integrate calculation and tracking modules into a synthesis pipeline?▼

Integrate calculation and tracking modules into a synthesis pipeline by subscribing them to system events and following a standardized lifecycle that ensures reliable, scalable synthesis contributions.

Does this module pattern require a database for configuration loading?▼

Yes, this module pattern requires a database for configuration loading, specifically pulling settings from system_configurations to ensure production-grade reliability and migration-ready structure.

What are the limitations of using base module inheritance for event-driven architectures?▼

Using base module inheritance limits you to the GUTTERS ecosystem, requiring strict adherence to its typed interfaces and event publishing workflows, which may restrict custom architectural patterns.