Which AI tools does the bootstrap skill support?

It currently generates optimized configuration artifacts for Claude Code and VS Code Copilot, including context files, pattern rules, and agent definitions.

How often should I run the bootstrap skill?

You should typically run it once when first introducing AI tools to a project, or after a major architectural shift to ensure the AI's context remains accurate.

What are 'landmine' rules in this context?

Landmines are rules that document danger zones—like silent failures, complexity hotspots, or misleading abstractions—to prevent the AI from making common mistakes in your specific codebase.

Does it modify my existing source code?

No, it primarily generates configuration and documentation files in directories like .claude/ or .github/ to guide AI behavior without altering your application logic.

Where does the skill store its output?

Outputs are saved to tool-specific locations such as CLAUDE.md and .claude/rules/ for Claude, or .github/copilot-instructions.md and .github/instructions/ for Copilot.

AI Project Bootstrapper

Name: AI Project Bootstrapper
Author: selcukyucel

byselcukyucel

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Developer Tools

Scans existing codebases to generate optimized configuration files and behavioral rules for Claude Code and VS Code Copilot.

AI Project Bootstrapper automates the essential first step of setting up project-specific context for AI coding assistants. By performing a deep analysis of your project's architecture, recurring patterns, and 'landmines' (complex trap areas), it generates native configuration artifacts like CLAUDE.md, path-scoped rules, and agent definitions. This ensures your AI tools operate with high-fidelity knowledge of your specific coding standards from the very first task, eliminating manual onboarding friction and preventing common architectural mistakes.

Key Features

01Deep codebase exploration and automated tech stack detection

02Generates tool-specific rules for both Claude Code and VS Code Copilot

03Creates structured pattern documentation based on actual project conventions

04Identifies 'landmines' to warn AI agents about silent failures and complex logic

05Validates and syncs existing AI context files against current code reality

066 GitHub stars

Use Cases

01Standardizing AI interaction guidelines across a distributed engineering team

02Documenting architectural 'grain' and technical debt for more accurate AI suggestions

03Onboarding Claude Code or Copilot to a legacy or pre-existing project

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add selcukyucel/north-starr bootstrap

For use in Claude.ai and ChatGPT

Download Skill