Can I use this for any programming language?

While the architectural concepts are universal, the automated template customization currently provides optimized structures for Python, Rust, and TypeScript.

Does it provide documentation for the chosen architecture?

Yes, it generates a comprehensive Architecture Decision Record (ADR) that documents the rationale, research findings, considered alternatives, and long-term consequences.

What architectural patterns are supported?

The skill supports 14 paradigms including Layered, Functional Core/Imperative Shell, Hexagonal, Modular Monolith, Microservices, Event-Driven, Serverless, and more.

How does this differ from a standard project-init command?

Unlike standard initialization, this skill performs live research and uses a decision matrix to recommend a specific architecture (like CQRS or Hexagonal) based on your team size and project complexity.

Architecture-Aware Init

Name: Architecture-Aware Init
Author: athola

byathola

•

Productivity & Workflow

Initializes software projects by researching current best practices and selecting the optimal architectural paradigm based on your specific team and domain context.

Architecture-Aware Init is an advanced project bootstrapping skill that moves beyond generic boilerplates to provide context-sensitive foundations. It performs real-time research into modern industry standards and maps your project's unique constraints—such as team size, domain complexity, and scalability needs—against 14 distinct architectural archetypes like Hexagonal, Modular Monolith, and CQRS. By generating customized directory structures and detailed Architecture Decision Records (ADRs), it ensures your project starts with a professional foundation aligned with long-term maintenance and industry best practices.

Key Features

01Automatic generation of detailed Architecture Decision Records (ADRs).

02Automated paradigm matching based on team size, experience, and domain complexity.

03Real-time web research into 2026 architectural trends and industry standards.

0491 GitHub stars

05Template customization for 14 unique architectural archetypes.

06Paradigm-specific directory structure generation for Python, Rust, and TypeScript.

Use Cases

01Determining the right architectural fit for a team transitioning from a monolith to microservices.

02Documenting architectural rationale and trade-offs for stakeholders during project kickoff.

03Bootstrapping a new enterprise-grade backend service with a complex business domain.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add athola/claude-night-market architecture-aware-init

For use in Claude.ai and ChatGPT

Download Skill