Borrowing it
Nothing to install: this file belongs to coderzc/open-xiaoai-bridge. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/coderzc/open-xiaoai-bridge/main/AGENTS.mdgit clone --depth 1 https://github.com/coderzc/open-xiaoai-bridgeWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/coderzc/open-xiaoai-bridge/agents-md)<a href="https://agentmods.dev/instructions/coderzc/open-xiaoai-bridge/agents-md"><img src="https://agentmods.dev/badge/instructions/coderzc/open-xiaoai-bridge/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/coderzc/open-xiaoai-bridge/agents-md"><img src="https://agentmods.dev/badge/instructions/coderzc/open-xiaoai-bridge/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.05471 | $0.05471 |
| Opus 5.5 | $0.02188 | $0.02188 |
| Sonnet 5.5 | $0.01094 | $0.01094 |
| Haiku 4.5 | $0.00547 | $0.00547 |
Grade A, and why
open-xiaoai-bridge AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 389 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
小爱音箱与外部 AI 服务（小智 AI、OpenClaw）的桥接器。 接管音箱音频输入输出，实现与第三方 AI 的对话。
系统架构
详见 README.md 系统架构（含 Mermaid 流程图和各模块工作流程）。
项目结构
open-xiaoai-bridge/
├── main.py # 入口：解析环境变量，启动 MainApp
├── config.py # 用户配置（唤醒词、路由钩子、TTS、OpenClaw 等）
├── core/
│ ├── app.py # MainApp 主控制器（单例，管理生命周期）
│ ├── xiaoai.py # XiaoAI 设备接入 / 事件桥接
│ ├── xiaoai_conversation.py # 小爱连续对话策略
│ ├── xiaozhi.py # 小智 AI WebSocket 协议客户端
│ ├── openclaw.py # OpenClaw 网关客户端（连接、消息、TTS 播放）
│ ├── openclaw_conversation.py # OpenClaw 连续对话循环（VAD → ASR → Agent → TTS）
│ ├── wakeup_session.py # 小智唤醒会话状态机
│ ├── ref.py # 全局引用注册表（get/set 依赖注入）
│ ├── models/ # 模型文件（KWS/VAD/ASR，.gitignore 排除）
│ ├── assets/sounds/ # 音效（tts_notify.mp3 等）
│ ├── services/
│ │ ├── speaker.py # SpeakerManager 音箱硬件控制
│ │ ├── api_server.py # HTTP REST API（aiohttp）
│ │ ├── tts/router.py # 统一 TTS provider 路由与播放
│ │ ├── audio/
│ │ │ ├── stream.py # GlobalStream 全局音频流（多路输入广播）
│ │ │ ├── codec.py # 音频编解码
│ │ │ ├── vad/silero.py # Silero VAD 语音活动检测（ONNX）
│ │ │ ├── kws/sherpa.py # Sherpa KWS 关键词唤醒
│ │ │ └── asr/sherpa.py # Sherpa ASR 离线语音识别（SenseVoice）
│ │ ├── tts/doubao.py # 豆包 TTS 客户端（火山引擎）
│ │ ├── tts/openai.py # OpenAI-compatible TTS 协议客户端
│ │ ├── tts/mlx_audio.py # MLX-Audio TTS provider（复用 OpenAI 协议客户端）
│ │ └── protocols/
│ │ ├── websocket_protocol.py # 小智 WebSocket 协议实现
│ │ └── typing.py # 协议类型定义
│ └── utils/
│ ├── logger.py # 彩色日志（XiaozhiLogger 单例）
│ ├── config.py # ConfigManager（嵌套路径查询、热重载）
│ ├── config_loader.py # config.py 动态导入
│ ├── base.py # 基础工具
│ └── file.py # 文件工具
├── native/ # Rust PyO3 扩展（maturin 编译）
│ └── src/
│ ├── lib.rs # 模块入口：on_output_data, start_server, stop/start_recording, stop/start_playing
│ ├── server.rs # WebSocket 音频服务器（TCP :4399）
│ ├── python.rs # Python 回调注册中心（HashMap）
│ ├── macros.rs # 辅助宏
│ └── tts/ # TTS 音频处理（流式、PCM 直通、MP3 解码）
├── app/openclaw/ # OpenClaw 设备身份存储（Ed25519 密钥）
├── skills/xiaoai-tts/ # Agent 工具：通过 HTTP API 控制小爱播放
└── tests/ # 测试脚本
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago Changed · +3 lines · +112 tokens per session 4fea45f90a7a
- 1mo ago First seen · 386 lines · 5,359 tokens per session scan A 90e352404dc3
open-xiaoai-bridge AGENTS.md is an instructions file published in the GitHub repository coderzc/open-xiaoai-bridge (425 stars, last pushed 15d ago), licensed MIT. It adds 5,471 tokens to every session, about $0.0219 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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