improve-codebase-architecture

Identify shallow modules and refactor them into deep architectural components.

48|3|Updated Oct 13, 2025
One-click install
npx skills add https://github.com/kalamdb/KalamDB --skill improve-codebase-architecture-kalamdb
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: improve-codebase-architecture
Source: https://github.com/kalamdb/KalamDB/tree/main/.agents/skills/improve-codebase-architecture
Command: npx skills add https://github.com/kalamdb/KalamDB --skill improve-codebase-architecture-kalamdb

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill addresses architectural friction where code is shallow, tightly coupled, or difficult to test, helping developers transform complex, fragmented logic into deep, maintainable modules.

Core Features & Use Cases

  • Deepening Analysis: Identifies shallow modules that lack leverage and proposes refactors to concentrate complexity.
  • Interface Design: Uses parallel sub-agent patterns to explore and compare multiple architectural interface designs.
  • Use Case: When a codebase has become difficult to navigate or test because logic is spread across many small, pass-through modules, this skill helps consolidate that logic into a deep module with a clean, well-defined seam.

Quick Start

Use the improve-codebase-architecture skill to analyze the current module structure and identify opportunities for deepening the order processing logic.

Frequently Asked Questions about improve-codebase-architecture

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

FAQPage Schema
What is a shallow module in software architecture?

Identifying shallow modules involves analyzing codebases where logic is fragmented across small, tightly-coupled units lacking clear seams. Deepening these modules concentrates complexity behind simple interfaces, improving testability and maintainability.

How do I refactor tightly coupled code for better testability?

Refactoring tightly coupled code involves identifying shallow modules and consolidating their fragmented logic into deep components. This process establishes clear architectural seams and adapters to isolate complexity and improve testability.

When do I need to deepen modules in my codebase?

You need to deepen modules when logic is fragmented across many small, pass-through units, making the codebase difficult to navigate or test. Deepening consolidates complexity into high-leverage components with clean seams.

Does this approach work for complex codebases with fragmented logic?

Yes, this approach applies directly to complex codebases where logic is fragmented across tightly-coupled units lacking clear seams. It transforms shallow modules into deep, maintainable components using defined architectural vocabulary.

What's the best way to design interfaces for refactored modules?

The best way to design interfaces for refactored modules is using parallel sub-agent patterns to explore and compare multiple architectural designs. This ensures the resulting deep module has a clean, well-defined seam.

Why does my codebase lack clear seams between modules?

Your codebase lacks clear seams because logic is spread across many shallow, tightly-coupled pass-through modules. Consolidating this fragmented logic into deep modules using a defined architectural vocabulary establishes proper boundaries.