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Command Code

Command Code is a frontier coding agent that builds software and continuously learns your coding taste. It ships full-stack projects, features, fixes bugs, writes tests, and refactors — all while learning how you write code. Powered by the meta neuro-symbolic AI model `taste-1` with continuous reinforcement learning.

For agents: Frontier coding agent CLI that builds and refactors software, learns coding style via the taste-1 model; docs cover install, workflows and CLI reference.

coding agenttaste-1 modelclireinforcement learningsoftware development

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-24T22:17:30.761Z. Cached copy · Source on commandcode.ai

# Command Code

> Command Code is a frontier coding agent that builds software and continuously learns your coding taste. It ships full-stack projects, features, fixes bugs, writes tests, and refactors — all while learning how you write code. Powered by the meta neuro-symbolic AI model `taste-1` with continuous reinforcement learning.

Install and run:

```
npm i -g command-code
cd your-project && cmd
```

Important notes:

- Command Code is a CLI-first terminal agent — run `cmd` in any project directory to start an interactive session
- **Taste** is the core differentiator: a personalized model that learns your coding style, patterns, and preferences automatically from every accept, reject, and edit
- Taste profiles are stored locally in `.commandcode/taste/` and can be shared via `npx taste push/pull`
- Custom instructions are set via `AGENTS.md` files (project-level or user-level at `~/.commandcode/AGENTS.md`)
- Agent Skills (`.commandcode/skills/`) extend Command Code with specialized knowledge and workflows following the [Agent Skills open standard](https://agentskills.io)
- MCP (Model Context Protocol) servers connect Command Code to external tools and services (databases, APIs, GitHub, Notion, etc.)
- Permission modes: **Standard** (confirmation required), **Plan** (read-only exploration), **Auto-Accept** (no confirmation). Toggle with `Shift+Tab`
- Checkpoints are created automatically before file modifications; rewind with `Esc Esc` or `/rewind`

## Docs

- [Quickstart](https://commandcode.ai/docs/quickstart): Install Command Code, authenticate, enable taste learning, and run your first prompt in minutes
- [Taste](https://commandcode.ai/docs/taste): How the `taste-1` meta neuro-symbolic AI model learns your coding style through continuous reinforcement learning
- [Workflows](https://commandcode.ai/docs/workflows): Step-by-step recipes for everyday tasks — understand codebases, fix bugs, refactor, write tests, create PRs, review PRs, and more
- [Interactive Mode](https://commandcode.ai/docs/core-concepts/interactive-mode): Complete reference for slash commands, keyboard shortcuts (`Shift+Tab`, `Ctrl+T`, `Ctrl+O`, `Alt+P`, `Ctrl+G`), and input modes
- [CLI Reference](https://commandcode.ai/docs/reference/cli): All CLI flags (`--resume`, `--continue`, `--print`, `--yolo`, `--plan`, `--add-dir`), subcommands (`info`, `status`, `update`, `taste`, `mcp`), and taste commands (`npx taste push/pull/list/lint`)
- [Memory (AGENTS.md)](https://commandcode.ai/docs/core-concepts/memory): Set custom instructions via project-level (`./AGENTS.md`) or user-level (`~/.commandcode/AGENTS.md`) memory files
- [Custom Agents](https://commandcode.ai/docs/core-concepts/custom-agents): Create subagents via `/agents` — project (`.commandcode/agents/`) or personal (`~/.commandcode/agents/`), generate with Command Code or manual Markdown config
- [Plan Mode & Auto-Accept](https://commandcode.ai/docs/core-concepts/plan-mode): Separate reasoning from execution — Plan
…

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