genai-bootstrap

Generate Claude Code and VS Code Copilot configurations by inspecting an existing project.

1|Updated Mar 26, 2026
One-click install
npx skills add https://github.com/selcukyucel/north-starr-genai --skill genai-bootstrap
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: genai-bootstrap
Source: https://github.com/selcukyucel/north-starr-genai/tree/main/skills/genai-bootstrap
Command: npx skills add https://github.com/selcukyucel/north-starr-genai --skill genai-bootstrap

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generate native AI tool configurations for an existing project by inspecting the codebase and producing per-tool context, rule sets, and agents for Claude Code and VS Code Copilot. Run once per project to bootstrap AI tooling and accelerate setup.

Core Features & Use Cases

  • Analyze the codebase to generate tool contexts (CLAUDE.md and AGENTS.md) and module-specific contexts.
  • Produce pattern and landmine rule sets tailored to the project, plus a universal agent registry.
  • Scaffold ready-to-run agents and configuration artifacts for Claude Code and VS Code Copilot to accelerate first-task execution.

Quick Start

Run the bootstrap at the project root to generate tool configurations, agents, and knowledge assets.

Frequently Asked Questions about genai-bootstrap

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

FAQPage Schema
How do I generate AI tool configurations for an existing codebase?

To generate AI tool configurations for a codebase, run the bootstrap process at the project root to inspect files and automatically output per-tool context, rules, and agents for Claude Code and VS Code Copilot.

What is an AGENTS.md file and how does it help with AI onboarding?

An AGENTS.md file is a universal context document providing AI tools with ready-to-load project rules and environment context, accelerating onboarding by avoiding hardcoded tool specifics across platforms.

Can I use this bootstrap process to set up both Claude Code and VS Code Copilot?

Yes, you can use this bootstrap process to set up both Claude Code and VS Code Copilot. It analyzes your project and produces per-tool artifacts and configuration files tailored for each specific platform.

What's the best way to create pattern and landmine rule sets for AI agents?

The best way to create pattern and landmine rule sets is to inspect the existing codebase to automatically generate tailored rules and a universal agent registry, ensuring AI agents avoid known pitfalls and follow project conventions.

Do I need to manually configure context files when onboarding AI to a new project?

No, you do not need to manually configure context files. Running the bootstrap automates the generation of CLAUDE.md, AGENTS.md, and module-specific contexts by inspecting the codebase once per project.

What limitations exist when auto-configuring AI tooling across different codebases?

A key limitation is that the configuration avoids hardcoded tool specifics by relying on a universal AGENTS.md file, meaning highly custom or non-standard project structures may require manual refinement of the generated agents and contexts.