Cortex

Universal context engine — compiles a single .cortex/ config into native files for 9 AI coding tools, so your repo context stays DRY.

Developer ToolsAI ContextConfig ManagementJavaScriptCLI

The Problem

Every AI coding tool — Cursor, Windsurf, Claude Code, Copilot, and more — expects its own context file format. Maintaining .cursorrules, CLAUDE.md, .windsurfrules, and others means duplicating the same project context across 9+ files.

What I Built

Cortex is a universal context engine that lets you define your project context once in a .cortex/ directory and compiles it into native config files for every supported AI tool.

  • Single Source of Truth — One config directory, 9+ tool outputs
  • Compile & Sync — Run cortex compile to generate or update all tool-specific files
  • Extensible Format — Add new tool targets without changing your source context
  • CLI-First — Lightweight command-line tool that fits into any workflow

Architecture

Built as a JavaScript CLI tool with:

  • Template-driven compilation for each target format
  • File watcher for auto-recompile on context changes
  • Plugin system for adding new AI tool targets

Work With Me

If you're building agentic systems under real constraints, I can help. I focus on architecture reviews, guardrail design, cost & latency engineering, and workflow-native AI integration.