What is a Context Budget Advisory?

It is a report generated when your project's baseline context (from MCP tools and large config files) is too high, helping you optimize token usage for faster AI responses.

What does the onboard skill do?

It scans your codebase to understand the tech stack, directory structure, and coding conventions, then creates configuration files that help AI models work more effectively on your project.

What files does it create in the project?

It generates a CLAUDE.md file for the AI and a .rune/ directory containing project conventions, architecture decisions, a progress log, and a human-readable DEVELOPER-GUIDE.md.

How does it save time in AI sessions?

It automates the 10-20 minute process of explaining a project's architecture and rules to the AI, ensuring every new session starts with full context immediately.

Will it overwrite my existing CLAUDE.md?

No. If a CLAUDE.md already exists, the onboard skill reads it first and merges its findings, specifically preserving any sections marked with manual comments.

Project Onboarder

Name: Project Onboarder
Author: Rune-kit

byRune-kit

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학습 및 문서화

Automatically initializes project context by scanning codebases and generating AI-ready configuration files and developer documentation.

The onboard skill accelerates AI development sessions by scanning a repository's structure, tech stack, and coding conventions to generate a comprehensive CLAUDE.md and a .rune state directory. It eliminates the need for manual re-explanation of project details, provides a human-readable developer guide, and optimizes the context budget for more efficient interactions with Claude Code. By identifying frameworks, naming patterns, and environmental requirements, it ensures that every subsequent AI session starts with a deep, accurate understanding of the codebase.

주요 기능

0158 GitHub stars

02Extraction of project-specific coding conventions and architectural patterns

03Context budget auditing to monitor and optimize token usage

04Generation of AI-optimized CLAUDE.md files with manual-entry protection

05Automated tech stack and dependency detection across multiple languages

06Creation of human-readable DEVELOPER-GUIDE.md for team onboarding

사용 사례

01Optimizing Claude Code performance by managing the baseline context window

02Initializing AI-ready context for legacy or undocumented projects

03Standardizing project onboarding and documentation for new team members

주요 기능

0158 GitHub stars

02Extraction of project-specific coding conventions and architectural patterns

03Context budget auditing to monitor and optimize token usage

04Generation of AI-optimized CLAUDE.md files with manual-entry protection

05Automated tech stack and dependency detection across multiple languages

06Creation of human-readable DEVELOPER-GUIDE.md for team onboarding

사용 사례

01Optimizing Claude Code performance by managing the baseline context window

02Initializing AI-ready context for legacy or undocumented projects

03Standardizing project onboarding and documentation for new team members