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https://github.com/XiaomiMiMo/MiMo-Code

MiMo Code: Where Models and Agents Co-Evolve
https://github.com/XiaomiMiMo/MiMo-Code

ai ai-agents cli mimo mimo-code

Last synced: 1 day ago
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MiMo Code: Where Models and Agents Co-Evolve

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README 

          
MiMoCode





  MiMoCode




MiMo Code: Where Models and Agents Co-Evolve





  中文 | English






  Website | Blog




---



MiMoCode is a terminal-native AI coding assistant. It can read and write code, run commands, manage Git, and use a persistent memory system to keep a deep understanding of your project across sessions while continuously improving itself.



MiMo Auto is built in as a free-for-limited-time channel, so you can start with zero configuration. MiMoCode also supports connecting to any mainstream LLM provider API.



---



## Quick Start



```bash

# One-line install

curl -fsSL https://mimo.xiaomi.com/install | bash



# Or install via npm

npm install -g @mimo-ai/cli



# Run

mimo

```



The first launch guides you through configuration automatically. Supported options:

- **MiMo Auto (free for a limited time)** — anonymous channel, zero configuration

- **Xiaomi MiMo Platform** — OAuth login

- **Import from Claude Code** — migrate existing authentication in one step

- **Custom Provider** — add any OpenAI-compatible API in the TUI



WSL: clipboard issues



If you encounter garbled text when copying on WSL, install `xsel`:

```bash

sudo apt install xsel

```



---



## Core Features



### Multiple Agents



| Agent | Description |

|--------|------|

| **build** | Default. Full tool permissions for development |

| **plan** | Read-only analysis mode for code exploration and solution design |

| **compose** | Orchestration mode for specs-driven development and skill-driven workflows |



Press `Tab` to switch between primary agents. Subagents are created by the system as needed.



### Persistent Memory



Cross-session memory powered by SQLite FTS5 full-text search:



- **Project memory** (`MEMORY.md`) — persistent project knowledge, rules, and architecture decisions

- **Session checkpoint** (`checkpoint.md`) — structured state snapshots maintained automatically by the checkpoint-writer subagent

- **Scratch notes** (`notes.md`) — temporary note area for agents

- **Task progress** (`tasks//progress.md`) — per-task logs



Memory is injected automatically when a session resumes, so the agent does not need to relearn project context.



### Intelligent Context Management



- **Automatic checkpoints** — decides when to save session state based on the model context window

- **Context reconstruction** — when context approaches the limit, rebuilds it from the latest checkpoint, project memory, task progress, and retained recent messages so the agent can continue the current task

- **Budgeted injection** — uses a token budget to control how much checkpoint, memory, and notes content enters context, with importance ranking



### Task Tracking



A tree-shaped task system (`T1`, `T1.1`, `T1.2`, …) that integrates automatically with the checkpoint system, so task progress is preserved when sessions resume.



### Subagent System



The primary agent can create subagents on demand. Subagents share the current session context and can work in parallel, with lifecycle tracking, cancellation, and background execution.



### Goal / Stop Condition



The `/goal` command sets a stopping condition for a session. When the agent tries to stop, an independent judge model evaluates the conversation to decide whether the condition is truly satisfied — preventing premature "optimistic stops" during autonomous work.



### Compose Mode



Compose mode provides a structured workflow for specs-driven development. It includes built-in skills for planning, execution, code review, TDD, debugging, verification, and merging — orchestrating the full lifecycle from spec to shipped code.



### Voice Input



Real-time streaming voice input powered by TenVAD and MiMo ASR. Activate with `/voice`, then speak — audio is segmented by pauses and transcribed incrementally into the input. Available for MiMo logged-in users. Requires `sox` (`brew install sox` on macOS, other platforms similar).



WSLg audio setup



```bash

sudo apt install -y sox pulseaudio libasound2-plugins

export PULSE_SERVER=unix:/mnt/wslg/PulseServer

```



SSH remote audio (Mac → remote host)



```bash

# Mac (local)

brew install pulseaudio

pulseaudio --load="module-native-protocol-tcp auth-ip-acl=127.0.0.1" --exit-idle-time=-1 --daemonize

# Add to ~/.ssh/config: RemoteForward 4713 127.0.0.1:4713



# Remote host

apt install -y pulseaudio pulseaudio-utils sox

export PULSE_SERVER=tcp:127.0.0.1:4713

# Verify: pactl info

```



Non-MiMo voice providers (OpenRouter, internal API, etc.)



Voice input can route through other OpenAI-compatible providers via the `voice` config field. The ASR model (`mimo-v2.5-asr`) is only available on MiMo's platform; voice control mode (`mimo-v2.5`) is available on OpenRouter and compatible relay platforms.



**OpenRouter (voice control only):**



Use `/connect` to sign in to OpenRouter, then add to your config:

```jsonc

{

  "voice": {

    "control_model": "openrouter/xiaomi/mimo-v2.5"

  }

}

```



**Internal / self-hosted relay (both ASR and voice control):**

```jsonc

{

  "provider": {

    "internal": {

      "options": {

        "baseURL": "https://your-api-gateway.example.com/v1",

        "apiKey": "sk-..."

      },

      "models": {

        "xiaomi/mimo-v2.5-asr": { "name": "MiMo-V2.5-ASR" },

        "xiaomi/mimo-v2.5": { "name": "MiMo-V2.5" }

      }

    }

  },

  "voice": {

    "asr_model": "internal/xiaomi/mimo-v2.5-asr",

    "control_model": "internal/xiaomi/mimo-v2.5"

  }

}

```



Custom providers must register at least one model in their `models` field to be recognized. The model names in `voice.*_model` are sent directly to the API — they don't need to match the registered model keys exactly.



> **Note:** Models registered under a custom provider will appear in the model selection list. Don't use ASR-only models (e.g. `mimo-v2.5-asr`) as your primary coding model.



### Dream & Distill



- **`/dream`** — scans recent session traces, extracts persistent knowledge into project memory, and removes outdated entries

- **`/distill`** — discovers repeated manual workflows in recent work and packages high-confidence candidates into reusable skills, subagents, or commands



---



## Configuration



MiMoCode is configured via `.mimocode/mimocode.json` in the project directory (or `~/.config/mimocode/mimocode.json` globally). Key options include:



- Provider and model selection

- Agent permissions and custom agents

- Checkpoint and memory behavior

- MCP server connections

- Keybindings and theme



Max Mode (parallel best-of-N reasoning with judge selection) can be enabled via `experimental.maxMode` in the config.



Allowing the system temp directory (/tmp)



By default, reading or writing files outside the project working directory triggers an

`external_directory` permission prompt — including the system temp directory. This is

intentional: MiMoCode does not silently widen permissions, so you stay in control of what

the model can touch outside your project.



The temp directory comes up often because most models reach for it as scratch space (e.g.

a quick script, a throwaway data file). If you trust your environment and would rather not

be prompted each time, you can opt in by allowing it in your config:



```json title=".mimocode/mimocode.json"

{

  "$schema": "https://opencode.ai/config.json",

  "permission": {

    "external_directory": {

      "/tmp/**": "allow"

    }

  }

}

```



**This setting has known risks — use it at your own risk.** The temp directory is

world-writable and shared with every other process and user on the machine. Auto-allowing

it means the model can read and write there without confirmation, which widens your exposure

to predictable temp-path / symlink tricks (e.g. another process pre-creating `/tmp/foo` as a

symlink to a sensitive file). For that reason it is only recommended for single-user,

controlled environments or inside a container. Keep the allowlist as narrow as possible.



---



## Development



```bash

bun install              # Install dependencies

bun run dev              # Run in development mode

bun turbo typecheck      # Type check

```



---



## Relationship to OpenCode



MiMoCode is built as a fork of [OpenCode](https://github.com/anomalyco/opencode). It keeps all core OpenCode capabilities (multiple providers, TUI, LSP, MCP, plugins) and adds persistent memory, intelligent context management, subagent orchestration, goal-driven autonomous loops, compose workflows, and self-improvement via dream/distill.



---



## Community



Scan the QR code to join the community group chat:





  Community group chat QR code 1

    

  Community group chat QR code 2




---



## License



Source code is licensed under the [MIT License](./LICENSE).



Use of MiMoCode is also subject to the [Use Restrictions](./USE_RESTRICTIONS.md).

Use of Xiaomi MiMo-hosted services is subject to the [MiMo Terms of Service](https://platform.xiaomimimo.com/docs/terms/user-agreement).

Use of the MiMo name, logo, and trademarks is subject to the MiMo Trademark Policy.