Can I control which AI tools it generates configuration for?

Yes, you can define a .north-starr.json file in your project root to specify your preferred targets, such as 'claude' or 'copilot'.

What are 'Landmine' rules?

Landmines are specialized documentation artifacts for danger zones or known traps in the code. They include severity, symptoms, root causes, and 'Safe Approach' code examples.

Will it overwrite my existing custom rules?

No. The skill includes a conflict detection workflow that checks if new learnings contradict or narrow existing rules, prompting you for a resolution like Replace, Deprecate, or Scope-split.

How does the learn skill trigger automatically?

It monitors the session for specific signals like user corrections, build failures, or repeated fixes, and prompts to capture the learning once the immediate task is finished.

What kind of files does this skill create?

It creates and updates .claude/rules for Claude Code, .github/instructions for Copilot, and universal context files like AGENTS.md and CLAUDE.md.

AI Experience Learner

Name: AI Experience Learner
Author: selcukyucel

byselcukyucel

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학습 및 문서화

Captures development insights and transforms them into persistent rules and context files for AI coding tools.

The learn skill acts as a dedicated memory layer for your AI development environment, ensuring that hard-won insights and project-specific patterns are never lost. By analyzing session outcomes—such as user corrections, build failures, and undocumented conventions—it automatically generates or updates native configuration files for Claude Code and VS Code Copilot. This process transforms fleeting discoveries into permanent project intelligence, preventing the AI from repeating mistakes and ensuring it adheres to your team's specific architectural patterns and safety constraints.

주요 기능

01Intelligent conflict detection to prevent overwriting existing project rules

02Synchronized updates for universal project context files like AGENTS.md

03Automatic signal detection for user corrections and rejected code

046 GitHub stars

05Standardized Pattern and Landmine templates for deep technical context

06Multi-tool artifact generation for Claude Code and VS Code Copilot

사용 사례

01Codifying undocumented internal conventions discovered during a task

02Documenting 'landmines' in fragile legacy modules to prevent future regressions

03Syncing custom instructions and project knowledge across different AI coding interfaces

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add selcukyucel/north-starr learn

For use in Claude.ai and ChatGPT

Download Skill