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# [Command Code](https://commandcode.ai)
<p align="center">
<img src="https://commandcode.ai/docs/top.png" alt="Command Code terminal preview" width="1100" />
</p>

Command code with your taste. Check it out at [CommandCode.ai](https://commandcode.ai)
<p align="center"><strong>The coding agent that learns your coding taste.</strong></p>

> Stop fixing sloppy AI code. Command Code continuously learns your coding taste. Powered by taste-1 applied meta neuro-symbolic AI.
<p align="center">
The first frontier coding agent that both builds software and continuously learns your coding taste. Ships full-stack projects, features, fixes bugs, writes tests, and refactors, all while learning how you write code.
</p>

## Docs
<p align="center">
<a href="https://www.npmjs.com/package/command-code"><img src="https://img.shields.io/npm/v/command-code?style=flat-square&logo=npm&label=npm&color=7c3aed&labelColor=7c3aed&logoColor=white" alt="npm version" /></a>
<a href="https://commandcode.ai/docs"><img src="https://img.shields.io/badge/docs-commandcode.ai-7c3aed?style=flat-square&logo=readthedocs&labelColor=7c3aed&logoColor=white" alt="Docs" /></a>
<img src="https://img.shields.io/badge/built%20with-command%20code-7c3aed?style=flat-square&labelColor=7c3aed" alt="Built with Command Code" />
</p>

Please follow the full documentation at [CommandCode.ai/docs](https://commandcode.ai/docs)
<p align="center">
<a href="https://commandcode.ai/docs/quickstart"><strong>Quickstart</strong></a>
·
<a href="https://commandcode.ai/docs">Docs</a>
·
<a href="https://commandcode.ai/docs/workflows">Workflows</a>
·
<a href="https://commandcode.ai/docs/taste">Taste</a>
·
<a href="https://commandcode.ai/launch">Launch</a>
·
<a href="https://commandcode.ai/discord">Discord</a>
</p>

## Installation
> Every accept, reject, and edit becomes a signal that shapes your taste profile.

## Why Command Code

- **Continuously Learning** - every accept, reject, and edit becomes a signal that shapes your taste profile.
- **Meta Neuro-Symbolic AI** - `taste-1` enforces the invisible logic of your choices and coding taste.
- **Interactive mode** - slash commands, input modes, and interactive features in Command Code sessions.
- **Share with your team** - portable via `npx taste push/pull`. Rules decay. Taste compounds.

Want the deeper story behind Taste and the correction-loop problem? Read our [launch announcement](https://commandcode.ai/launch).

## Quickstart

Install Command Code

```bash
npm i -g command-code
```

## Usage

Start an interactive chat session:
Then start it in your project:

```bash
cd your-project
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
Need the full onboarding flow? Start with the [quickstart guide](https://commandcode.ai/docs/quickstart).

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.
## Explore the docs

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

## Interactive Commands
The `taste-1` model is the core of our taste architecture: it learns from you, thinks like you, and grows with you.

Available during chat sessions:
Learn more: [Taste docs](https://commandcode.ai/docs/taste)

- `/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
### Interactive mode

## Authentication
Interactive mode provides keyboard shortcuts, input modes, and interactive features in Command Code sessions. Type `/` to open the command menu, use `!` for Bash mode, and `@` for file path mention autocomplete.

CommandCode uses browser-based authentication for a secure, seamless login experience:
Learn more: [Interactive Mode](https://commandcode.ai/docs/core-concepts/interactive-mode)

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
### Workflows

No need to copy-paste API keys - authentication happens securely in the background.
Step-by-step recipes for everyday tasks. Each workflow shows a concrete scenario, the prompts to use, and what to expect.

## Try These Examples
Learn more: [Workflows](https://commandcode.ai/docs/workflows)

- 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.
## Choose your next steps

## Beta Release & Feedback
| Goal | Best next link |
| --- | --- |
| Install and run your first session | [Quickstart](https://commandcode.ai/docs/quickstart) |
| Understand how Taste works | [Taste](https://commandcode.ai/docs/taste) |
| Learn slash commands and shortcuts | [Interactive Mode](https://commandcode.ai/docs/core-concepts/interactive-mode) |
| See flags, subcommands, and command reference | [CLI Reference](https://commandcode.ai/docs/reference/cli) |
| Browse practical day-to-day usage patterns | [Workflows](https://commandcode.ai/docs/workflows) |

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
## Docs and community

## Author
- Docs: [commandcode.ai/docs](https://commandcode.ai/docs)
- Discord: [commandcode.ai/discord](https://commandcode.ai/discord)
- Launch announcement: [commandcode.ai/launch](https://commandcode.ai/launch)
- Feedback: Use `/feedback` command to report issues, or open a [GitHub issue](https://github.com/CommandCodeAI/command-code/issues/new/choose).

[Ahmad Awais](https://x.com/MrAhmadAwais)
**Built with [Command Code](https://commandcode.ai).**