lauren@terminal:~/lab/second-brain

$ cat problem.md

The Problem

Context switching between AI tools was killing productivity. Every time I moved from Cursor to Claude Code to ChatGPT, I had to re-explain:

  • What I was working on
  • The codebase structure and conventions
  • Previous decisions and why they were made
  • The current state of the project

It felt like having amnesia every time I opened a new tool. Each AI assistant started from zero, wasting time on re-explaining instead of actual work.

$ cat solution.md

The Solution

Built a structured project setup that maintains context across all AI tools I use:

  • Cursor: Configured with project-specific rules and context files
  • Claude Code: Access to same codebase with skills and instructions
  • Claude Desktop: Project mode with shared knowledge base
  • ChatGPT: Custom instructions that reference the same project structure

The key is a shared foundation: CLAUDE.md files, .cursorrules, and .clinerules that every tool can read. Context persists no matter which tool I'm in.

$ cat stack.md

Technical Stack

The second brain isn't a single tool - it's an orchestrated system:

  • Cursor: Primary coding environment with AI pair programming
  • Claude Code (CLI): Terminal-based assistant for quick tasks
  • Claude Desktop: Project mode for high-level planning and design
  • ChatGPT: Supplementary for specific tasks
  • Shared context files: CLAUDE.md, .cursorrules, .clinerules in each project

Each tool reads from the same source of truth. When I update project conventions in one place, all tools benefit. No more maintaining separate instructions for each AI.

$ cat impact.md

Impact

Never Lose Context

The transformation is dramatic:

  • Switch between tools without re-explaining project context
  • Each AI knows the codebase structure, conventions, and current goals
  • Consistent responses across tools because they share the same foundation
  • New projects spin up faster - just copy the context structure

It's like having one continuous conversation across multiple tools instead of starting over every time. The cognitive load reduction is massive.

$ _

How Projects Are Organized

my-project/
├── .cursorrules          # Cursor-specific context
├── .clinerules           # Claude Code context
├── CLAUDE.md             # Shared project context
├── docs/
│   ├── architecture.md   # System design
│   └── decisions.md      # ADRs and rationale
├── src/
│   └── [code...]
└── README.md             # Project overview

Every AI tool reads these context files first, ensuring they understand the project before making suggestions.

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