This repository is a comprehensive knowledge base for AI-assisted software engineering, specifically optimized for tools like Cursor AI and Claude Code. It contains seven "High-Performance AI Development" handbooks that synthesize professional engineering workflows, "vibe coding" practices, and advanced prompting techniques.
- Ultimate Cursor Rules & Best Practices: Manual for Global vs. Project rules,
.cursorrulesconfiguration, and reliability hierarchy. - Troubleshooting & Reliability: Dealing with context rot, the "Annoyance-Driven" rule strategy, and debugging checklists.
- Professional Workflows & Scaling: Managing 50k+ LOC projects using internal memory systems and
TODO.mdloops. - Claude Code Mastery Guide: Agentic coding via the Claude CLI, context engineering, and safety hook management.
- Vibe Coding & Prompting Playbook: High-velocity feature shipping using the "Farmer vs. Chef" philosophy.
- Advanced Reasoning & Meta-Prompting: Documentation for the "Contemplative Reasoning" and "Antigravity" frameworks.
- Stack-Specific Implementation Guides: Rules for Next.js, Ruby on Rails, Flutter, and more.
- Agentic Coding: How to let the AI operate as a proactive partner.
- Context Engineering: Optimizing the files and information the AI sees to prevent hallucination.
- Rule Management: Creating surgical, modular rules that ensure AI compliance with project standards.
These handbooks are intended to be converted into project-specific .cursorrules or .mdc files to guide AI agents during the development process.