software_engineering

Analyze codebase architecture, patterns, and tech stacks across languages.

15|4|Updated Dec 24, 2025
One-click install
npx skills add https://github.com/tao3k/omni-dev-fusion --skill software-engineering-tao3k
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: software_engineering
Source: https://github.com/tao3k/omni-dev-fusion/tree/main/assets/skills/software_engineering
Command: npx skills add https://github.com/tao3k/omni-dev-fusion --skill software-engineering-tao3k

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This skill helps engineering teams analyze project architecture, understand codebase structure, and review patterns to improve maintainability and scalability.

Core Features & Use Cases

  • Architecture Analysis: analyze_project_structure to map system organization and dependencies.
  • Universal Search: grep_codebase to locate usage patterns across languages.
  • Tech Stack Detection: detect_tech_stack to identify languages and frameworks.

Quick Start

Analyze a new codebase to map its architecture, extract structure, and identify key patterns.

Frequently Asked Questions about software_engineering

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

FAQPage Schema
How do I analyze project architecture and dependencies in a growing codebase?

To analyze project architecture, you map system organization and dependencies to reveal structure and patterns. This cross-cutting analysis applies to multi-language repositories, enabling engineering teams to improve maintainability and scalability in growing systems.

What is the best way to identify a tech stack across multiple programming languages?

Identifying a tech stack requires detecting languages and frameworks across components. Architecture-aware analysis extracts tech-stack information from multi-language repositories, providing cross-cutting insights to help teams understand the technical foundation of their systems.

How can I locate usage patterns across different languages in my repository?

You can locate usage patterns across languages using universal codebase search. By applying cross-cutting grep analysis to your repository, you extract structural insights and detect recurring implementation patterns scattered throughout different components.

Does architecture analysis work for multi-language repositories and growing systems?

Yes, architecture analysis applies directly to multi-language repositories and growing systems. It maps system organization and extracts cross-cutting insights across components and dependencies, satisfying requirements for pattern detection and structural review.

When do I need architecture-aware analysis for my codebase?

You need architecture-aware analysis when reviewing patterns to improve maintainability and scalability in growing systems. It reveals codebase structure and detects architectural patterns, helping engineering teams understand project organization and cross-component dependencies.