Command Code

Command code with your taste. Check it out at CommandCode.ai

Stop fixing sloppy AI code. Command Code continuously learns your coding taste. Powered by taste-1 applied meta neuro-symbolic AI.

Docs

Please follow the full documentation at CommandCode.ai/docs

Installation

npm i -g command-code

Usage

Start an interactive chat session:

cmd

Use cmd --help to see all available options.

What is Taste?

Taste learning automatically learns your coding preferences and style from conversations. It analyzes patterns in your corrections and stated preferences, storing them in project-specific files.

What Taste learns:

• Your coding style preferences (const vs let, functional vs class components)
• Framework and library choices
• Code structure and patterns you prefer
• Testing and documentation practices
• Communication style preferences

How it works:

• Learns from explicit preferences ("Please always use TypeScript")
• Learns from repeated corrections you make
• Creates rules with confidence scores (0.0-1.0)
• Only applies rules with confidence > 0.3
• Organizes learnings by category when you have more than 5

Taste learning is enabled by default. Learnings are automatically stored in .commandcode/taste/taste.md with confidence scores. As it grows, learnings automatically split into multiple files and folders by category (e.g., cli/, typescript/, architecture/). Use /taste in the CLI to toggle it on or off.

Try it: State your preferences or make corrections during chat to see taste learning in action!

Interactive Commands

Available during chat sessions:

• /login - Authenticate with CommandCode via browser (zero-copy auth)
• /logout - Sign out from CommandCode
• /taste - Toggle taste learning on or off
• /share - Create a shareable link for the conversation
• /unshare - Stop sharing the conversation
• /resume - Resume a past conversation
• /memory - Manage project memory (persistent context)
• /clear - Clear the conversation history

Authentication

CommandCode uses browser-based authentication for a secure, seamless login experience:

1. Run /login in the CLI
2. Your browser opens automatically to CommandCode Studio
3. Click "Approve" to authorize the CLI
4. You're authenticated! The CLI receives your credentials automatically

No need to copy-paste API keys - authentication happens securely in the background.

Try These Examples

• Build a chrome extension to snooze a tab for 5s, 1min, and 10mins.
• Analyze this repo and suggest three high impact PRs
• Build a zero-config, single-file Node.js/TypeScript CLI named passgen that generates a random secure password.
• Build a modern React financial dashboard using shadcn/ui components with stock prices, market indices, and currency converter.

Beta Release & Feedback

This is a beta version, and we are actively working on improvements. Expect some rough edges and occasional bugs as we refine the experience. Your feedback is invaluable. Join our Discord community: https://commandcode.ai/discord

Author

Ahmad Awais