BeClaude

ai-firstify

20.7kCommunity RegistryGeneralby Anthropic

AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp

First seen 4/17/2026

Summary

This skill audits and re-engineers projects to align with the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp, helping developers transform traditional codebases into AI-first architectures.

  • It provides actionable recommendations for making systems more adaptable, intelligent, and AI-ready.

Install & Usage

1
Add a marketplace
/plugin marketplace add <org/repo>
2
Install the plugin

Add the configuration to /plugin install ai-firstify@<marketplace>

3
Manage with /plugin
/plugin

Use Cases

Audit an existing codebase to identify violations of AI-first design principles and suggest refactoring.
Re-engineer a monolithic application into modular, AI-friendly components using the 7 design patterns.
Generate a migration plan for transitioning a legacy system to an AI-first architecture.
Review a new feature design against the 9 principles before implementation.
Assess a microservices architecture for AI-readiness and propose improvements.
Create documentation and examples of AI-first patterns for team onboarding.

Usage Examples

1

/ai-firstify audit my current project for AI-first design principle violations

2

/ai-firstify re-engineer the payment module to follow the 7 design patterns

3

Analyze this codebase and suggest an AI-first migration plan

View source on GitHub
design

Security Audits

LicenseUnknownSourceWarnRepositoryPass

Frequently Asked Questions

What is ai-firstify?

This skill audits and re-engineers projects to align with the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp, helping developers transform traditional codebases into AI-first architectures. It provides actionable recommendations for making systems more adaptable, intelligent, and AI-ready.

How to install ai-firstify?

To install ai-firstify: add a marketplace (/plugin marketplace add <org/repo>), then add the config to /plugin install ai-firstify@<marketplace>. Finally, /plugin in Claude Code.

What is ai-firstify best for?

ai-firstify is a plugin categorized under General. It is designed for: design. Created by Anthropic.

What can I use ai-firstify for?

ai-firstify is useful for: Audit an existing codebase to identify violations of AI-first design principles and suggest refactoring.; Re-engineer a monolithic application into modular, AI-friendly components using the 7 design patterns.; Generate a migration plan for transitioning a legacy system to an AI-first architecture.; Review a new feature design against the 9 principles before implementation.; Assess a microservices architecture for AI-readiness and propose improvements.; Create documentation and examples of AI-first patterns for team onboarding..