huangjunsen0406 / py-xiaozhi

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

每个点涵盖 2 天。

来自 GitHub 依赖图的完整解析依赖集合：72 个直接依赖与 315 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 354 个包，其中也包含从不交付的开发与测试版本固定：17 个存在已知公告，5 个为直接依赖。 有 33 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

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  "data": {
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        "esp32",
        "esp32-s3",
        "xiaozhi-esp32",
        "mcp",
        "mcp-server",
        "python",
        "cross-platform",
        "edge-computing",
        "embodied-ai",
        "iot",
        "mcp-client",
        "multi-modal",
        "raspberry-pi",
        "robotics",
        "voice-assistant"
      ],
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      "size_kb": 100700,
      "has_wiki": true,
      "homepage": "https://huangjunsen0406.github.io/py-xiaozhi/",
      "languages": {
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        "Batchfile": 1156,
        "JavaScript": 4694,
        "TypeScript": 7496
      },
      "pushed_at": "2026-07-26T13:14:12Z",
      "created_at": "2025-02-15T18:40:27Z",
      "owner_type": "User",
      "updated_at": "2026-07-26T13:13:29Z",
      "description": "Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.",
      "is_archived": false,
      "is_disabled": false,
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      "primary_language": "Python",
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        "QML"
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      "blog": "https://Junsen.online",
      "name": "Junsen Huang",
      "type": "User",
      "login": "huangjunsen0406",
      "company": null,
      "location": "Guangzhou, China",
      "followers": 142,
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      "created_at": "2020-06-07T03:21:18Z",
      "is_verified": null,
      "public_repos": 112,
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    },
    "license": {
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      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
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          "kind": "patch",
          "published_at": "2026-07-26T11:39:21Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2026-07-25T19:21:23Z"
        },
        {
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          "kind": "patch",
          "published_at": "2026-07-18T04:22:40Z"
        },
        {
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          "kind": "patch",
          "published_at": "2026-07-18T04:09:50Z"
        },
        {
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          "kind": "patch",
          "published_at": "2026-06-04T15:00:22Z"
        },
        {
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          "kind": "patch",
          "published_at": "2026-05-18T08:41:45Z"
        },
        {
          "tag": "v2.0.4",
          "kind": "patch",
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        },
        {
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          "kind": "patch",
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        },
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          "kind": "patch",
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        },
        {
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          "kind": "patch",
          "published_at": "2026-05-15T15:07:00Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2026-05-15T12:26:25Z"
        },
        {
          "tag": "v1.1.8",
          "kind": "patch",
          "published_at": "2025-08-19T17:02:16Z"
        },
        {
          "tag": "v1.1.7",
          "kind": "patch",
          "published_at": "2025-08-19T06:56:10Z"
        },
        {
          "tag": "v1.1.6",
          "kind": "patch",
          "published_at": "2025-04-20T13:49:52Z"
        },
        {
          "tag": "v1.1.5",
          "kind": "patch",
          "published_at": "2025-04-14T10:58:45Z"
        },
        {
          "tag": "v1.1.4",
          "kind": "patch",
          "published_at": "2025-03-23T14:44:04Z"
        },
        {
          "tag": "v1.1.3",
          "kind": "patch",
          "published_at": "2025-03-21T08:17:00Z"
        },
        {
          "tag": "v1.1.2",
          "kind": "patch",
          "published_at": "2025-03-18T18:21:00Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2025-03-17T17:23:57Z"
        },
        {
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          "kind": "minor",
          "published_at": "2025-03-17T14:59:17Z"
        },
        {
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          "kind": "patch",
          "published_at": "2025-03-01T16:49:20Z"
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      ],
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          "oid": "95bd792fad5603224de9cf7700dec0a07996891f",
          "body": "unifypy environment_check 查 PATH 里的 pyinstaller 可执行文件；\n直接 python -m unifypy 时 PATH 无 .venv/bin 会误报未安装。",
          "is_bot": false,
          "headline": "fix(ci): mac x64 将 venv/bin 加入 PATH 供 unifypy 找 pyinstaller",
          "author_name": "huangjunsen",
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        },
        {
          "oid": "d1d34ee653fd0d89bedfef6f276afacce17664b9",
          "body": "arch -x86_64 uv 会因 uv 本体为 arm64 报 Bad CPU type。\n改为 arch -x86_64 .venv/bin/python -m unifypy。",
          "is_bot": false,
          "headline": "fix(ci): mac x64 用 x86_64 Python 直接跑 unifypy",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T13:08:22Z",
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          "is_coding_agent": false
        },
        {
          "oid": "d61fb9170c7d9be66d37c912c797749859b8f9d0",
          "body": "bundle_ffmpeg 优先 .venv 导致忽略 x86_64 解释器且找不到\nstatic_ffmpeg。PYTHON= 可覆盖；FFmpeg/unifypy 统一走项目 venv。",
          "is_bot": false,
          "headline": "fix(ci): mac x64 打包用 venv Python 注入 FFmpeg",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T13:01:44Z",
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          "is_coding_agent": false
        },
        {
          "oid": "f7998d7b008239a5a4e2a39908d6a6feb271d222",
          "body": "actions/setup-python 的 darwin-x64 依赖 Intel Homebrew gettext/libintl，\n在 arm runner 上会 Abort trap。改为 python-build-standalone 自包含解释器\n+ Rosetta，并仅 arm64 job 装 Homebrew portaudio/opus。",
          "is_bot": false,
          "headline": "fix(ci): mac x64 改用 standalone x86_64 Python，避开 setup-python",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T12:53:19Z",
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        },
        {
          "oid": "e0b61b75cb92d184bbcbc1938d458c09636f94a4",
          "body": "- matrix 增加 macos-x64（macos-latest + Rosetta + x86_64 Python）\n- unifypy 注入 pyinstaller.target_architecture\n- 打包后 lipo/file 校验二进制架构",
          "is_bot": false,
          "headline": "ci(mac): 在 arm runner 交叉打 macOS x64，避免 macos-13 排队",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T12:31:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea42ba113647873c7f45a9f8bb95f41079b356d3",
          "body": "--version 在 2.0.18 仅显示工具版本并 exit 0，导致打包空跑成功、\nRelease 无资产。改用 --app-version，并校验 installer 产物。",
          "is_bot": false,
          "headline": "fix(ci): 适配 unifypy 2.0.18 的 --app-version",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T11:51:11Z",
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        {
          "oid": "165c468b61642b7b6f571373e752e97c3f96e48e",
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          "is_bot": false,
          "headline": "chore: release v2.1.1",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T11:39:04Z",
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        },
        {
          "oid": "3ce9da2cce402002a5b22b2a895b50953c02da43",
          "body": "feat: v2.1.1 — 内置 WebRTC AEC、并行混音、TUI 与采集增强",
          "is_bot": false,
          "headline": "Merge pull request #315 from huangjunsen0406/feature/2.1.1",
          "author_name": "Junsen Huang",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T11:35:51Z",
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          "is_coding_agent": false
        },
        {
          "oid": "1ebedd90cd3731a9f4f5f90e935183cbf0dae6ee",
          "body": "重写回声消除文档、更新配置项与侧栏/目录入口，\n并修正实时对话模式对设备 AEC 的过时说明。",
          "is_bot": false,
          "headline": "docs(aec): 同步内置 WebRTC APM 配置与导航",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T11:20:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b544dec201997e0659ad8d1fc858e9ad0f51279c",
          "body": "同步默认配置项说明，GUI 可调 MUSIC_PARALLEL / FRAME_DELAY /\nENABLE_PREPROCESS；启用 AEC 时子项可编辑，修改后重启生效。",
          "is_bot": false,
          "headline": "feat(ui): 设置页暴露 AEC 并行播放与延迟补偿",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T11:19:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54f43b7d980c7f9e5d5d583b409b8701eec0e053",
          "body": "播放路径已统一到采样级 PcmFifo，删除遗留 asyncio 帧队列。",
          "is_bot": false,
          "headline": "refactor(audio): 移除未使用的 AudioBuffer 队列",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T11:19:38Z",
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        },
        {
          "oid": "16e5cf36d1e56ca716c59758ac9f7b6a482dbab4",
          "body": "区分 ConnectionClosedOK 与异常关闭：会话结束只收回通道，\n按需下次 open_audio_channel，避免误报网络错误。",
          "is_bot": false,
          "headline": "fix(protocol): 服务端正常关闭不触发自动重连与网络错误",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T11:19:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "099e732f24493a0548d6fe315d739e83901a63ce",
          "body": "- 新增 AEC_OPTIONS.MUSIC_PARALLEL（默认开）：AEC 引擎在位时 TTS 不再暂停音乐，35% 闪避垫底播放\n- TTS stop 仍发恢复请求，兜底 TTS 期间起播被置为 tts 暂停的歌曲\n- 引擎旁路（库缺失/自禁）自动回退暂停策略；并行模式下恢复日志降为 debug\n- AudioCodec 暴露 aec_active 供策略判定",
          "is_bot": false,
          "headline": "feat(audio): AEC 在位时 TTS 与音乐并行播放（混音闪避替代暂停）",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T09:54:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "334484062ca8929e683c845d0055a9ca5cdc7490",
          "body": null,
          "is_bot": false,
          "headline": "feat(audio): 接入 webrtc_apm 回声消除与 TTS/音乐分轨混音",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T09:42:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ff4d256821ac16879667df2f3293d426ca6be33",
          "body": "核心架构图收敛到容器/插件/协议/音频/界面主干，去掉细枝末节节点；\n特性卡与模块清单改成短句，补 ViewPort 多界面（GUI/CLI/GPIO）说明。\nModuleDetails 图标加 shrink-0，长文案换行时不再被压扁。",
          "is_bot": false,
          "headline": "docs(architecture): 精简架构图与模块说明",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T07:52:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "301d8be08f2162ea2a96ba8ea0bd0ad95095c0f6",
          "body": "TuiViewManager 实现同一套 ViewPort，仪表盘 + 设置屏可编辑配置，\n保存后发 CONFIG_CHANGED 触发热重载；激活阶段仍复用 CliActivation。\ntextual 走可选 extra（uv sync --extra tui），缺依赖时提示回退 cli。",
          "is_bot": false,
          "headline": "feat(ui): 新增 Textual TUI 模式（--mode tui）",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T07:52:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "290fc0b683442e6f6aea376fa75449f426ffe139",
          "body": "StatusBadge/激活状态点/SpinBox/主窗歌词区/唤醒词预览改用 Theme，去掉魔法数。",
          "is_bot": false,
          "headline": "style(ui): 圆角间距字号对齐 Theme token",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T02:55:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19e4d71c6bd16e7ae6a4c7200172115eadf5c2fd",
          "body": "更新 MCP 摄像头、配置说明、系统依赖与排障（中英）。",
          "is_bot": false,
          "headline": "docs: 同步摄像头后端与音频热刷新说明",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T02:36:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5b353a526e43711a1df68da57d97dd5d7152283",
          "body": "主窗初始隐藏，show_root(activate=False) 冷启动；托盘/切换仍可激活。",
          "is_bot": false,
          "headline": "fix(ui): macOS 冷启动不抢前台，避免挤掉全屏应用",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T02:36:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88c9ed37de895bc56d8682db9102e6c31c695c31",
          "body": "停流后重初始化 PortAudio 再枚举，设置页经 EventBus 协调；\nreload_devices 支持 reenumerate，便于后连蓝牙再选设备。",
          "is_bot": false,
          "headline": "feat(audio): 运行中热刷新设备列表与热重载",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T02:36:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ae9e261664d67087974c83862ae7b25cd504c4a",
          "body": "OpenCV/USB 与 picamera2 分流；预热帧、设备路径与 auto 回退。\n设置页与 camera_scanner 走统一枚举，配置增加 backend/device。",
          "is_bot": false,
          "headline": "feat(camera): 可插拔采集后端，支持 V4L2 与树莓派 CSI",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T02:36:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad34c10b11c55bca97d3c46695f9ee3a463ebe35",
          "body": null,
          "is_bot": false,
          "headline": "docs(readme): 更新赞助商联系邮箱",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T01:41:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfcee2a19d066d94f084a6204b823993384e69fe",
          "body": "- 更新全架构平台的预编译库文件\n- 为每个平台新增BUILD_INFO.txt构建信息文件\n- 删除Windows平台无用的.exp导出文件\n- 修复Linux arm64库的文件权限\n- 重构Python封装代码，移除未使用导入并统一格式",
          "is_bot": false,
          "headline": "feat(webrtc_apm): 支持跨平台加载并重构APM封装代码",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-26T01:29:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e4dad51cb3f59357f88ee1649cf68943b55640a",
          "body": "release: v2.1.0",
          "is_bot": false,
          "headline": "Merge pull request #314 from huangjunsen0406/feature/2.1-architecture",
          "author_name": "Junsen Huang",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T19:19:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6afba2dab31021414478361c2311b69e697001e",
          "body": "将 APP_VERSION 与 build.json 版本更新为 2.1.0。",
          "is_bot": false,
          "headline": "chore: release v2.1.0",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T19:19:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e81325019974f1397dcae212a276183eda483254",
          "body": "中英文 plugins 页补充 runtime 对照、python-subprocess 用法与限制、\n设置页 MCP_TOOLS 黑名单与重连行为，并修正「子进程/设置 UI 未实现」过时表述。",
          "is_bot": false,
          "headline": "docs(mcp): 更新 VitePress 外挂文档（subprocess 与工具启停）",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T19:08:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df154a1fb042fb8a040ea674d45c90c7bb1839d4",
          "body": "协议通道打开时默认会切到 LISTENING；保存 MCP 启停触发的重连仅刷新\ntools/list，应清除 keep_listening 并用一次性标志在通道打开后回到 IDLE。",
          "is_bot": false,
          "headline": "fix(session): MCP 工具配置重连后保持空闲不进入聆听",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T19:02:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "852bae20570571b061487565f25f6f8f0997327c",
          "body": "manifest 可声明 runtime=python-subprocess：宿主启动独立 worker 进程加载插件，\n主进程仅注册代理 McpTool 经 JSON 行协议调用；卸载时结束子进程。\n默认仍为 python-inprocess。新增示例 com.example.hello_sub 与单测。",
          "is_bot": false,
          "headline": "feat(mcp): 支持外挂插件 python-subprocess 进程隔离",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T18:56:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8a8a4da70021a67eabe457438dcdc313a5a8368",
          "body": "扫描 tools/*/register.py 与外挂插件生成工具目录（分组用包名/插件 id，不写死中文标题）；MCP_TOOLS.DISABLED 过滤 tools/list 与 call；新增 MCP 工具设置页支持单工具与整组开关；禁用集变更保存后请求协议重连；设置保存改为原子写。测试覆盖目录扫描、配置迁移、路径与 efuse 等。",
          "is_bot": false,
          "headline": "feat(mcp): 设置页按扫描目录启停 MCP 工具",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T18:26:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c308a153e8bc937b36f24001283177e234fac428",
          "body": "提供 pathDefault* 占位路径，系统选项中缓存/日志/音乐等字段绑定真实默认路径，不再使用 {用户数据}/cache 类模板文案。",
          "is_bot": false,
          "headline": "feat(ui): 数据目录输入框展示真实默认绝对路径",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T18:26:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ecad71ec4da028e5d4062e724160c755063e5179",
          "body": "只持久化 mac_address / serial_number / hmac_key / activation_status；加载与校验时剥离历史 device_fingerprint，并改为原子写入。",
          "is_bot": false,
          "headline": "refactor(activation): efuse.json 仅保留平铺身份字段",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T18:26:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd731e60c6b44ec03c0b6968232d6cefb0208513",
          "body": "原生库优先精确文件名；cache 迁移在 music 独立配置时跳过 music 子树；支持清除路径覆盖；识别 Windows ARM64；并纳入 MSYS2 预编译的 libs/libopus/win/arm64/opus.dll。",
          "is_bot": false,
          "headline": "feat(paths): 完善目录覆盖/迁移并补充 win-arm64 opus",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T18:26:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f09ce066f6797658a902377343f119ace7974817",
          "body": "默认配置深拷贝避免污染、点分路径可穿过 null 中间节点、损坏文件先备份再回退；增加 CONFIG_VERSION（v1 补齐 MCP_TOOLS、规范化 MQTT subscribe_topic 字符串 null），并补全 MUSIC 等默认段。",
          "is_bot": false,
          "headline": "feat(config): 加固配置加载并引入 CONFIG_VERSION 迁移",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T18:26:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d23ae19ca11b130808746ae9334d8426d584becf",
          "body": "限制宽高并使用次要按钮外观，避免默认 Button 撑满难看。",
          "is_bot": false,
          "headline": "fix(ui): 数据目录选择/默认按钮改为紧凑样式",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T13:28:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2dbc7bee805a18b6d4f4f8e72eec0ff43ac65987",
          "body": "每项路径增加「选择」「默认」：QFileDialog 选目录写回配置，\n清空则恢复默认；仍可手动编辑路径。",
          "is_bot": false,
          "headline": "feat(ui): 数据目录支持系统文件夹选择对话框",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T13:17:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee93bdbd766a290d3accb8bca7e3f4ad486d6a9a",
          "body": "在参数设置-系统选项中可编辑 PATHS 与 MCP 插件目录，\n保存写入 config；展示当前生效路径，提示重启后迁移。",
          "is_bot": false,
          "headline": "feat(ui): 系统选项增加缓存/日志/音乐等数据目录设置",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T13:11:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc6fb35ef55aa381ce6dd2653cf599a13ac97993",
          "body": "支持环境变量 XIAOZHI_*_DIR 与配置 PATHS.*（config 目录保持默认）。\n切换路径时将旧目录文件复制到新位置且不删除旧数据；音乐缓存走\nget_music_cache_dir。文档与单测同步。",
          "is_bot": false,
          "headline": "feat(paths): 可自定义 cache/logs/music 等目录并启动时迁移",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T13:00:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4f711769034de73328e387c8b34475a4fe864c1",
          "body": "说明 pure-Python 与原生 wheel 的打包差异、推荐\nid-version-platform.zip 命名，以及 ROS2/宇树等不可完整\nvendored 的环境依赖约定。",
          "is_bot": false,
          "headline": "docs(mcp): 外挂文档补充分平台发布与 ROS/SDK 环境依赖",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T12:44:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c1883a5e7c8f412feafba6cd177713fbd0c90e4",
          "body": "VitePress 中英新增 mcp/plugins：自带依赖插件包、安装目录、\nhost API 与配置；侧栏导航及开发指南、文档目录、内置 MCP 页交叉链接。",
          "is_bot": false,
          "headline": "docs(mcp): 新增外挂扩展指南并更新导航与交叉链接",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T12:39:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70f99cc5ef89393ea474195b414f5971b6d6847c",
          "body": "- manifest：api_version / min_host_version；可选强制 platforms、python_abi、前缀\n- McpServer：插件归属、unload_plugin、reload_external_plugins\n- scripts/check_mcp_plugin.py",
          "is_bot": false,
          "headline": "feat(mcp): 外挂校验增强、运行时卸载与插件检查脚本",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T12:34:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a1bbb2135284b001e35df13b130125b64b24935",
          "body": "实现 McpHost / PluginLoader：扫描用户 mcp_plugins，加载\nmanifest 插件包或单文件，register(host) 注入；支持禁用列表\n不加载与 lib/ vendored 依赖。配置 MCP_PLUGINS；示例\ncom.example.hello；add_common_tools 启动时装配。",
          "is_bot": false,
          "headline": "feat(mcp): 外挂插件 Host、目录加载与自带 lib",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T12:31:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6565caa92c50fa26719fc32799cdfe79ef8e0365",
          "body": "更新中英 MCP 指南与音乐架构说明、开发/配置指南中的\nadd_common_tools 与 get_config，去掉过时单例与 _tools 表述。",
          "is_bot": false,
          "headline": "docs: 对齐 register.py 包结构与现行注入/配置 API",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T11:10:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19fc6f0f671498998ce1e0aeb967cdb919e5d805",
          "body": "灯控/开发指南中的 _tools.py 示例统一为 register.py。",
          "is_bot": false,
          "headline": "docs(mcp): 示例与指南改用 register.py 约定",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T11:03:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e53b00aa93ef42c7c64edcd637349b989f8118c4",
          "body": "将 _tools.py 重命名为 register.py；camera/screenshot 注册下沉；\nweather 拆为 register + service。包对外仍导出 register_*_tools。",
          "is_bot": false,
          "headline": "refactor(mcp): 统一工具包为 register.py 注册入口",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T11:03:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4dedd19cffd157fc08667efd56a0aa68058c7aee",
          "body": "更新中英 MCP 指南与开发指南、架构 ModuleDetails，与去掉\n@mcp_tool 自动发现后的生产路径一致。",
          "is_bot": false,
          "headline": "docs(mcp): 文档改为 register_* 显式注册，移除装饰器说明",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T10:52:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3492112678a2c860ebf36540c592c02bc0d1c809",
          "body": "覆盖 _engine/_bus 访问、volume 无模块单例、app/weather register\n及 decorators 模块已移除的断言。",
          "is_bot": false,
          "headline": "test: 对齐 Music engine、volume 注入与无装饰器 MCP 注册",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T10:52:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76b33f1c7f90542b614953f78e4b2f08c0e44aa2",
          "body": "删除 decorators.py 与天气过时指南；app/weather 改为显式注册，\nadd_common_tools 仅挂 music/volume/app/weather 的 register 入口。",
          "is_bot": false,
          "headline": "refactor(mcp): 移除装饰器发现，内置工具统一 register_*",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T10:51:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f967fe4536df05f796774087d85c52c347d516e5",
          "body": "VolumeController 收成门面；win/mac/linux 独立后端。\n去掉模块级单例与 @mcp_tool，改为 register_volume_tools 闭包注入。",
          "is_bot": false,
          "headline": "refactor(volume): 平台后端拆分并改为 register 注入",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T10:51:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "257bfe31bbcdf0e190ef7c8edea6145d481c454c",
          "body": "门面仅保留 is_playing/paused/current_song 等生产只读属性；\n测试与内部逻辑改碰 _engine/_bus，去掉兼容 setter 噪音。",
          "is_bot": false,
          "headline": "refactor(music): 收薄 MusicPlayer 属性转发，状态以 engine 为准",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-25T10:51:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7054718044ae3076eb10fb6123cd242acfd27145",
          "body": "会话与门闩单测改为直接测 ConversationSession / health；\n去掉对 container 兼容委托与 WindowContext 的依赖。",
          "is_bot": false,
          "headline": "test: 对齐 bootstrap/session/health 与 Music 组合改造",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-23T11:33:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6dac7bbf1c82438522bcd9b6012823197f66e42",
          "body": "MqttProtocol 专注控制面；UDP 收发与加解密下沉到独立模块，\n并修正配置初始化误落在 _schedule_coro 内的问题。",
          "is_bot": false,
          "headline": "refactor(protocols): 拆分 MQTT 的 UDP 音频通道与 AES-CTR",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-23T11:33:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bb3d8707ece1a13c80e80342d9b18f647f7a0d6",
          "body": "去掉 mixin；播放状态机与 EventBus 绑定拆为独立组件，\n对外仍保留单一 MusicPlayer 入口。",
          "is_bot": false,
          "headline": "refactor(music): MusicPlayer 改为组合 PlaybackEngine 与 EventBridge",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-23T11:32:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d0cb42459239798009f81536f50940667980c8f",
          "body": "将会话状态机、健康门闩、插件装配与协议适配器拆到独立模块，\ncontainer 仅保留生命周期编排；删除无调用方的 WindowContext。",
          "is_bot": false,
          "headline": "refactor(bootstrap): 拆分 ServiceContainer 并去掉 Window 兼容层",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-23T11:31:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "254cddd9c796b7d18cef9715941a206de03ea06a",
          "body": "DeviceIdentity / OtaConfigClient / ActivationHttpClient / side_effects\n从巨型 service 抽出；GuiActivation 只继承 QObject，流程经 _ActivationFlow 组合。",
          "is_bot": false,
          "headline": "refactor(activation): 拆分 service 模块；GuiActivation 改为组合",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-23T07:59:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98365448525b1621f4999bd2787139c7f4b8001e",
          "body": null,
          "is_bot": false,
          "headline": "test: 对齐 Gui/Cli/GpioViewManager 与 GuiActivation 命名",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-23T07:48:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0888f372db2ddd9d7566bf1e99af355fc9e89074",
          "body": "ListenOnly 不拦截键盘流，避免挡 Ctrl+C；健康检查只 re-enable、不整树重建；\nCLI 路径补充 SIGINT 优雅关闭。",
          "is_bot": false,
          "headline": "fix(ui): 非 Linux 的 gpio 回退 cli；Event Tap 改为 ListenOnly",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-23T07:48:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c32b7d5dc669980488c23be8b409d9bba525477",
          "body": "create_activation_ui 与 create_viewport 对称；Gui/CliActivation 命名统一；\nactivate 只做剪贴板/播报；EventBridge/GuiViewManager 不再挂激活状态。",
          "is_bot": false,
          "headline": "refactor(activation): 工厂创建 UI、去掉主窗死激活 API、副作用与展示分离",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-23T07:48:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9da1c2646aea5ca47842553272b690361c49ce8",
          "body": "- 端实现统一命名；create_viewport 返回 ViewPort\n- GuiViewManager 拆为 QmlAppHost / MainWindowController / SettingsController\n- Qt ViewModel 从 shared/models 迁到 gui/models",
          "is_bot": false,
          "headline": "refactor(ui): 统一 Gui/Cli/GpioViewManager，拆分 GUI，Model 迁至 gui",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-23T07:48:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e79be6675f9c626d376fc791eb8f9f41e5fbfa5",
          "body": "覆盖 initialize_config/get_config/reset_config，并断言\nConfigManager/Logging 不再暴露 get_instance。",
          "is_bot": false,
          "headline": "test: 对齐 Config/Logging 显式初始化与 get_instance 清零",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-22T16:22:31Z",
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          "body": "ConfigManager 用 initialize_config/get_config/reset_config；\nLoggingConfigManager 删除，改为 load_logging_config 纯函数；\nmain 先 initialize_config 再 setup_logging。",
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          "headline": "refactor(config): 去掉 Config/Logging 懒单例，改为显式初始化",
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          "is_bot": false,
          "headline": "test: 对齐 MCP 注入改造，补充 EventBus/codec/冒烟覆盖",
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          "body": "McpPlugin 强制注入 McpServer 与 MusicPlayer；工具经 register_* 闭包\n持有实例，不再走装饰器发现与 get_instance。vision 配置与 take_photo\n共用同一 camera。",
          "is_bot": false,
          "headline": "refactor(mcp): 音乐/摄像头/截图改为容器注入注册，去掉全局单例",
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          "headline": "refactor(activation): ActivationService 去单例，改 create()",
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          "headline": "refactor: AudioCodec 经事件注入，支持音频降级模式",
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          "body": "解码只负责 PCM；整首缓存按网速后台 copy，不跟听进度绑死。",
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          "headline": "refactor(music): 缓存与播放解耦，后台 FFmpeg copy 预取",
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          "body": "补充分槽展示、auto_mode 所有权、空闲发文本、tts_stop 顺序、\n废弃事件删除等回归用例。",
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          "headline": "test: 覆盖 ViewPort/Session 与音乐相关修复",
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          "body": "音乐 API 等 TextField 用 onTextEdited 提交，保存前 forceActiveFocus。\n避免清空后点保存仍写回旧直链地址。",
          "is_bot": false,
          "headline": "fix(settings): 输入框即时写回并保存后重载配置",
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          "headline": "refactor(music): 搜歌/本地库拆分与流式播放",
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          "headline": "fix(session): 续听与空闲发文本的会话连续性",
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          "headline": "refactor(ui): ViewPort 展示面与 Presenter/Session 拆分",
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          "body": "Drop SRP/plan-A phrasing; keep short Chinese notes consistent with\nthe rest of the codebase.",
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          "headline": "style(music): rewrite module comments in plain project voice",
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          "headline": "refactor(music): split cache/download/lyrics; drive lyrics from playb…",
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          "body": "Collapse activation OTA network updates into a single config write,\nadd ConfigManager.update_configs, and defer MusicPlayer cache/config\nwork until first play so container bind stays cheap at startup.",
          "is_bot": false,
          "headline": "perf: batch OTA config saves and lazy MusicPlayer setup",
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          "body": "Add exc_info=True on logger.error/warning paths that previously only\nformatted the exception message, including audio callbacks, wake-word,\nshortcuts, protocol reconnect, music player, and settings tests.",
          "is_bot": false,
          "headline": "fix: attach stack traces to error and warning logs",
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          "headline": "fix: harden reliability, isolate plugins, and speed cold start",
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          "body": "Drop .trellis, .claude, and AGENTS.md to slim the repo after deciding not to keep the Trellis workflow tooling. Local build/cache artifacts were cleaned separately and remain gitignored.",
          "is_bot": false,
          "headline": "chore: remove Trellis and Claude agent scaffolding",
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          "headline": "chore: record journal",
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          "author_login": "huangjunsen0406",
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          "headline": "chore(task): archive 07-18-fix-ci-bundle-ffmpeg-mac",
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          "headline": "chore: release v2.0.8",
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          "body": "…-eval\n\nfix(ci): 避免 static-ffmpeg 下载日志被 eval 执行",
          "is_bot": false,
          "headline": "Merge pull request #313 from huangjunsen0406/fix/ci-mac-bundle-ffmpeg…",
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          "body": "mac 冷缓存时 get_or_fetch 向 stdout 打印 Downloading，\neval \"$(python ...)\" 会把进度行当命令执行导致 exit 127。\n改为将路径写入临时文件再读取。",
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          "headline": "fix(ci): 避免 static-ffmpeg 下载日志被 eval 执行",
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          "body": "…ling\n\nfix(build): 可移植 FFmpeg 注入 + 激活播报改为预置 WAV",
          "is_bot": false,
          "headline": "Merge pull request #312 from huangjunsen0406/fix/portable-ffmpeg-bund…",
          "author_name": "Junsen Huang",
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          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
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          "headline": "chore(task): archive 07-18-ffmpeg-ffmpeg",
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          "author_login": "huangjunsen0406",
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          "oid": "48fcd1e2c633810afdb8c8517f3be9f815cefa1e",
          "body": "- CI/本地用 scripts/bundle_ffmpeg.sh 注入 redistributable ffmpeg/ffprobe，\n  禁止 brew/apt/choco 动态链接副本；构建前隔离 PATH 冒烟\n- 激活音效 ogg→24kHz WAV，ActivationAnnouncer 用 wave 解码，不再依赖 FFmpeg\n- music_decoder 补充更清晰的内置/系统 FFmpeg 失败日志\n- 文档：安装包用户无需系统 FFmpeg；打包前注入步骤",
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          "headline": "fix(build): 可移植 FFmpeg 注入 + 激活播报改为预置 WAV",
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        {
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          "is_bot": false,
          "headline": "docs: 新增赞助商",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-07-04T15:13:11Z",
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        {
          "oid": "841c5f1688c2ebfe1973998f0ff4163bd9d9e3cc",
          "body": "* fix(win32): 修复 Windows 端 4 个已知问题\n\n1. audio_device: 输入固定 1ch，避免 Intel SST 阵列 4ch 模式下驱动\n   DSP 处理增加 ~40ms 延迟，同时仍支持所有设备 (PortAudio 兜底转换)\n\n2. activation_announcer: 使用 get_ffmpeg_path() 替代裸 'ffmpeg' 命令，\n   修复打包版无法找到内置 FFmpeg 导致激活语音播报失败的问题\n\n3. container: 音频通道关闭时自动停止音乐播放器，修复断连后 music_decoder\n   无限输出队列超时日\n[…]\n音乐写入替代连接断开停止音乐\n\n- container: 撤销 _on_audio_channel_closed 中的音乐停止逻辑，\n  音频通道空闲关闭时音乐应继续播放\n- audio_codec: write_pcm_direct 改用 replace_oldest=True，\n  输出队列满时丢旧帧而非阻塞，从根本上防止 playback loop\n  卡死导致 decoder 无限超时刷屏",
          "is_bot": false,
          "headline": "fix(win32): 修复 Windows 端 4 个已知问题 (#310)",
          "author_name": "Junsen Huang",
          "author_login": "huangjunsen0406",
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          "headline": "chore: release v2.0.6",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-06-04T14:59:46Z",
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        },
        {
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          "body": "- protocol_manager: _on_network_error 改为 async def，匹配基类 await 调用\n- websocket_protocol: 3 处 _on_network_error 调用补 await\n- mqtt_protocol: call_soon_threadsafe lambda 包裹 asyncio.create_task\n- container: audio_codec 改为通过 PluginManager.get_plugin('audio') 获取\n- spec: 新增回调注册 async/sync 一致性规范和回调矩阵\n\nCloses: TypeError: object NoneType can't be used in 'await' expression\nCloses: AttributeError: 'ServiceContainer' object has no attribute 'audio_codec'",
          "is_bot": false,
          "headline": "fix(protocol): 修复 async/sync 回调不匹配导致的 NoneType await 异常 (#309)",
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          "author_login": "huangjunsen0406",
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          "is_bot": false,
          "headline": "docs(zh/guide/images): 重构图片目录，移除嵌套文件夹",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-05-25T09:29:20Z",
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          "is_bot": false,
          "headline": "docs: 完善项目中文文档体系并新增多类文档",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-05-25T08:46:56Z",
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          "is_bot": false,
          "headline": "docs(readme): 调整readme显示",
          "author_name": "huangjunsen",
          "author_login": "huangjunsen0406",
          "committed_at": "2026-05-18T08:52:59Z",
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          "is_bot": false,
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                "status": "met",
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            "inputs": {
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          {
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://huangjunsen0406.github.io/py-xiaozhi/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "15 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 15
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 24,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 21,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 2.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 2 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/9 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "94 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 354 resolved dependencies against OSV; 33 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 354
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 33
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 35,
            "inputs": {
              "source": "osv",
              "advisories": 137,
              "affected_packages": 17,
              "assessed_packages": 354,
              "unassessed_packages": 33,
              "affected_by_severity": "critical 6, high 3, moderate 7, low 1",
              "direct_affected_packages": 5
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "5 affected: aiohttp 3.13.2 (critical 9.1), cryptography 46.0.3 (critical 9.8), pillow 12.1.0 (critical 9.1), +2 more",
                "points": 4.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 5,
                      "packages": "aiohttp 3.13.2 (critical 9.1), cryptography 46.0.3 (critical 9.8), pillow 12.1.0 (critical 9.1)"
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                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "4 advisory-carrying package(s) unaddressed past 90 days; oldest published 201 days ago",
                "points": 21.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
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                      "count": 4,
                      "oldest": 201
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
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            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 354,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
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            "components": [
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                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 56,
        "weight": 0,
        "metrics": [
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            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
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            "components": [
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                "key": "agent_instructions",
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                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
                    "params": {}
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                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
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                "points": 40,
                "status": "met",
                "details": [
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                    "code": "legible_history",
                    "params": {
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                      "sampled": 100
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                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
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                "uv.lock",
                "yarn.lock"
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              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "documents/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "documents/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 60449,
              "source_files_sampled": 181,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (documents/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "documents/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/181 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 181,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "examples"
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
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    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'py-xiaozhi' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T18:34:25.997559Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/huangjunsen0406/py-xiaozhi.svg",
  "full_name": "huangjunsen0406/py-xiaozhi",
  "license_state": "standard",
  "license_spdx": "MIT"
}