What does Smart Init do during the discovery phase?

It scans your project files to identify primary languages, frameworks, build tools, and existing documentation, creating a structured summary of your tech stack.

Where does the 'History Mining' data come from?

It searches your local Claude project directory to find past corrections and preferences you've expressed, turning those interactions into permanent project knowledge.

Does Smart Init bloat my project documentation?

No, it follows a minimal philosophy. It keeps your claude.md file under 50 lines, storing the bulk of technical knowledge in the Oracle system for dynamic, relevant querying.

How does it improve Claude's autonomous behavior?

By seeding the Oracle knowledge base with confirmed patterns and 'gotchas', it ensures Claude checks these rules before making changes, reducing the need for manual prompts.

What is the role of Context7 in this setup?

Smart Init helps configure Context7 to fetch version-specific, real-time library documentation, ensuring Claude doesn't use outdated information for your specific dependencies.

Smart Init

Name: Smart Init
Author: Overlord-Z

byOverlord-Z

学習とドキュメンテーション

Initializes the ClaudeShack ecosystem by analyzing your codebase and conversation history to establish a deep, autonomous project baseline.

概要

Smart Init is an intelligent onboarding assistant designed to set up the ClaudeShack ecosystem with a comprehensive understanding of your project. Unlike basic setup tools, it explores your architecture, mines local conversation history for patterns, and discusses findings with you to verify 'tribal knowledge' and common pitfalls. By seeding the Oracle knowledge base with verified patterns and configuring Context7 for live library documentation, it enables Claude to work autonomously, apply project-specific conventions without being asked, and avoid repeating past mistakes.

主な機能

Automated conversation history mining for patterns and corrections
Interactive verification of project-specific 'gotchas' and preferences
Seeds Oracle with high-quality, verified knowledge entries
0 GitHub stars
Deep codebase analysis for languages, frameworks, and architecture
Generates minimal, non-bloated project documentation for Claude

ユースケース

Setting up ClaudeShack in a new or existing project repository
Resetting AI project knowledge after major architectural shifts
Onboarding Claude to a complex codebase with undocumented team conventions

概要

主な機能

Automated conversation history mining for patterns and corrections
Interactive verification of project-specific 'gotchas' and preferences
Seeds Oracle with high-quality, verified knowledge entries
0 GitHub stars
Deep codebase analysis for languages, frameworks, and architecture
Generates minimal, non-bloated project documentation for Claude

ユースケース

Setting up ClaudeShack in a new or existing project repository
Resetting AI project knowledge after major architectural shifts
Onboarding Claude to a complex codebase with undocumented team conventions