From fcea5add239248aac610abab4f5922b4b279d4e0 Mon Sep 17 00:00:00 2001
From: Tink <tink@Hackint0sh.local>
Date: Tue, 4 Aug 2026 00:10:22 +0800
Subject: [PATCH 1/4] =?UTF-8?q?feat:=20=E6=96=B0=E5=A2=9E=20backend-lite?=
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- 单设备单用户后端，复用上游 backend/core 渲染内核
- 兼容固件协议：render/token/heartbeat/config/state/runtime/refresh/alert-bmp/ota
- 单页管理 UI：LLM key / 设备配置 / 预览 / 远程操作 / alert / OTA
- 新增 run.py 读取 .env 的 LITE_HOST/LITE_PORT
- startup 初始化 cache/static_store 表，native dithering 缺失时降级 Pillow
- 高频 state/alert-bmp access log 过滤
- setup_fonts.py 补充 GentiumPlus 字体
- gitignore 忽略 .claude/ 与 firmware.bin

Co-Authored-By: Claude <noreply@anthropic.com>
---
 .gitignore                          |   6 +
 backend-lite/.env.example           |  11 +
 backend-lite/.gitignore             |  21 +
 backend-lite/README.md              | 115 ++++
 backend-lite/adaptee/__init__.py    |   1 +
 backend-lite/adaptee/context.py     |  28 +
 backend-lite/adaptee/db_redirect.py |  48 ++
 backend-lite/adaptee/render.py      | 203 +++++++
 backend-lite/api/__init__.py        |   0
 backend-lite/api/index.py           | 173 ++++++
 backend-lite/api/routes_admin.py    | 217 +++++++
 backend-lite/api/routes_device.py   | 238 ++++++++
 backend-lite/api/routes_render.py   |  70 +++
 backend-lite/requirements.txt       |  10 +
 backend-lite/run.py                 |  31 +
 backend-lite/static/app.js          | 247 ++++++++
 backend-lite/static/index.html      | 854 ++++++++++++++++++++++++++++
 backend-lite/store/__init__.py      |   1 +
 backend-lite/store/config_store.py  | 194 +++++++
 backend-lite/store/db.py            | 110 ++++
 backend-lite/store/secret_store.py  |  76 +++
 backend/scripts/setup_fonts.py      |   3 +
 22 files changed, 2657 insertions(+)
 create mode 100644 backend-lite/.env.example
 create mode 100644 backend-lite/.gitignore
 create mode 100644 backend-lite/README.md
 create mode 100644 backend-lite/adaptee/__init__.py
 create mode 100644 backend-lite/adaptee/context.py
 create mode 100644 backend-lite/adaptee/db_redirect.py
 create mode 100644 backend-lite/adaptee/render.py
 create mode 100644 backend-lite/api/__init__.py
 create mode 100644 backend-lite/api/index.py
 create mode 100644 backend-lite/api/routes_admin.py
 create mode 100644 backend-lite/api/routes_device.py
 create mode 100644 backend-lite/api/routes_render.py
 create mode 100644 backend-lite/requirements.txt
 create mode 100644 backend-lite/run.py
 create mode 100644 backend-lite/static/app.js
 create mode 100644 backend-lite/static/index.html
 create mode 100644 backend-lite/store/__init__.py
 create mode 100644 backend-lite/store/config_store.py
 create mode 100644 backend-lite/store/db.py
 create mode 100644 backend-lite/store/secret_store.py

diff --git a/.gitignore b/.gitignore
index af71aa4d..5c65e02a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -276,3 +276,9 @@ docs/mobile-app-design.md
 inksight_tech/
 lab/
 .cursor/
+
+# Claude Code local session/worktree state
+.claude/
+
+# Firmware build output
+firmware.bin
diff --git a/backend-lite/.env.example b/backend-lite/.env.example
new file mode 100644
index 00000000..4465809e
--- /dev/null
+++ b/backend-lite/.env.example
@@ -0,0 +1,11 @@
+# backend-lite 环境变量
+
+# LLM key 加密密钥（core/crypto.py 用）。首次启动可用 `python -c "from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())"` 生成。
+LLM_ENCRYPTION_KEY=
+
+# 服务监听（仅在使用 `python run.py` 启动时生效）
+LITE_HOST=0.0.0.0
+LITE_PORT=8090
+
+# 上游 backend/ 目录的绝对路径（默认同级 ../backend）。仅在非标准布局下需要覆盖。
+INKSIGHT_BACKEND_DIR=
\ No newline at end of file
diff --git a/backend-lite/.gitignore b/backend-lite/.gitignore
new file mode 100644
index 00000000..e52409a3
--- /dev/null
+++ b/backend-lite/.gitignore
@@ -0,0 +1,21 @@
+# 运行时数据库
+*.db
+*.db-shm
+*.db-wal
+
+# 虚拟环境
+.venv/
+venv/
+
+# OTA 上传的固件
+ota_files/
+
+# 环境
+.env
+
+# 字体（由 setup_fonts.py 下载，不入库）
+fonts/
+
+# Python 缓存
+__pycache__/
+*.pyc
\ No newline at end of file
diff --git a/backend-lite/README.md b/backend-lite/README.md
new file mode 100644
index 00000000..38e36dcb
--- /dev/null
+++ b/backend-lite/README.md
@@ -0,0 +1,115 @@
+# InkSight backend-lite
+
+InkSight 的轻量单用户后端。直接复用上游 `backend/core/` 渲染内核（保持上游可同步），
+自己只维护薄路由 + 单用户 store + 单页管理页。100% 兼容现有固件协议。
+
+## 特性
+
+- 单用户、单设备，无账户/共享/配额/analytics 等多用户平台重量。
+- 兼容固件核心链路：render / token / heartbeat / config / state / runtime / refresh。
+- 支持焦点提醒 alert-bmp、始终活跃 always_active、专注监听 focus_listening。
+- 支持 OTA 固件更新（后端下发 ota_url + 固件 state 解析器补丁）。
+- 管理页：单静态 HTML，配置自己的 LLM API key（加密存 DB）、选模式、预览、远程刷新。
+- 复用上游全部 30 个内置模式；自定义模式直接放 `backend/core/modes/custom/` 即可。
+- 渲染固定 400×300 / 2bpp / 4 色（黑白红黄）。
+
+不支持（固件遇非 200 自动降级）：vocab 词汇复习、voice 语音对话、mode marketplace、自定义模式编辑器 UI。
+
+## 与上游的关系
+
+```
+backend/core/        ← 上游原样，git pull 即同步渲染/模式/LLM 逻辑
+backend-lite/        ← 本目录，只依赖 core/ 的公开 API
+  api/               薄路由（固件端点 + 管理端点）
+  adaptee/           渲染适配 + 上游 DB 路径重定向
+  store/             单用户 SQLite（lite.db）
+  static/            单页管理 UI
+```
+
+`backend-lite/adaptee/db_redirect.py` 在启动时把上游 `core/` 的 `inksight.db`/`cache.db`
+路径重定向到本目录，避免污染上游 `backend/`，并调上游 `init_stats_db()`/`init_db()`
+建 `content_history` 等表（LLM 去重提示需要）。
+
+## 安装
+
+```bash
+cd backend-lite
+python3 -m venv .venv
+. .venv/bin/activate
+pip install -r requirements.txt
+# 上游 core/ 运行时依赖（zhdate/dashscope/tenacity 等）
+pip install -r ../backend/requirements.txt
+
+# 字体（渲染需要，~70MB，首次必做）
+python ../backend/scripts/setup_fonts.py
+
+# 配置环境
+cp .env.example .env
+# 生成加密密钥填入 LLM_ENCRYPTION_KEY：
+python -c "from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())"
+```
+
+## 运行
+
+推荐使用本目录自带启动入口，它会读取 `.env` 中的 `LITE_HOST` / `LITE_PORT`：
+
+```bash
+. .venv/bin/activate
+python run.py
+```
+
+默认监听 `0.0.0.0:8090`；如果你修改了 `.env`，例如：
+
+```env
+LITE_HOST=0.0.0.0
+LITE_PORT=21568
+```
+
+那么重新运行 `python run.py` 后就会监听在对应地址。
+
+> 如果你直接运行 `uvicorn api.index:app --host ... --port ...`，命令行参数会覆盖 `.env`，这也是之前看起来“改了 `.env` 不生效”的原因。
+
+管理页：浏览器打开 `http://<本机IP>:<LITE_PORT>/`（局域网免认证）。
+
+## 配置流程
+
+1. 管理页「LLM API Key」填 provider + key（deepseek/aliyun/moonshot/openai_compat），保存。
+2. 「设备配置」选模式、设刷新策略/间隔/城市，保存。
+3. 固件 captive portal 里把后端地址填成 `http://<本机IP>:8090`。
+4. 设备开机即取图。开「始终活跃」可远程触发刷新 / 切模式。
+
+## 固件 OTA（可选）
+
+本目录附带固件补丁（`firmware/src/network.cpp` + `main.cpp`）：
+- `network.cpp` 的 `/state` 解析器新增提取 `ota_url`/`ota_version` 赋给 `g_pending_ota_*`。
+- `main.cpp` 主循环新增 `checkAndPerformOTA()` 调用（上游机器已实现，原本缺触发）。
+
+需用 PlatformIO 重新编译刷写固件：
+
+```bash
+cd firmware
+pio run --target upload
+```
+
+之后管理页「OTA」上传 bin → 设备下次轮询 `/state` 自动下载刷写 → `/ota/progress` 上报进度。
+
+## 端点速查
+
+固件（设备调用）：
+- `POST /api/device/{mac}/token` · `POST /api/device/{mac}/heartbeat`
+- `GET /api/render` · `GET /api/config/{mac}` · `GET /api/device/{mac}/state`
+- `POST /api/config` · `POST /api/device/{mac}/runtime` · `POST /api/device/{mac}/refresh`
+- `GET /api/device/{mac}/alert-bmp` · `POST /api/device/{mac}/ota/progress`
+- `POST /api/device/{mac}/claim-token`
+
+管理页：
+- `GET/PUT /api/admin/config` · `GET /api/admin/modes` · `GET/PUT /api/admin/llm-key`
+- `GET /api/admin/state` · `POST /api/admin/refresh` · `POST /api/admin/set-mode` · `POST /api/admin/runtime`
+- `GET/PUT /api/admin/alert` · `POST /api/admin/ota/upload` · `POST /api/admin/ota/set` · `GET /api/admin/ota/file/{name}`
+- `GET /api/preview?mode=&as_png=1`
+
+## 数据库
+
+- `lite.db` — backend-lite 自有：config / device_state / llm_key / heartbeats / alert_state。
+- `inksight.db` — 上游 core 运行时表（content_history 去重等），重定向到本目录。
+- `cache.db` — 上游渲染缓存（重定向到本目录）。
\ No newline at end of file
diff --git a/backend-lite/adaptee/__init__.py b/backend-lite/adaptee/__init__.py
new file mode 100644
index 00000000..3558c137
--- /dev/null
+++ b/backend-lite/adaptee/__init__.py
@@ -0,0 +1 @@
+"""backend-lite adaptee 包标记。"""
\ No newline at end of file
diff --git a/backend-lite/adaptee/context.py b/backend-lite/adaptee/context.py
new file mode 100644
index 00000000..cc960375
--- /dev/null
+++ b/backend-lite/adaptee/context.py
@@ -0,0 +1,28 @@
+"""适配 core.context：取 date_ctx + weather。
+
+单用户：城市取自 config（或经纬度），直接调 core 的缓存版本。
+"""
+from __future__ import annotations
+
+from typing import Any
+
+from core.context import get_date_context_cached, get_weather_cached
+
+
+async def build_context(config: dict[str, Any]) -> tuple[dict[str, Any], dict[str, Any]]:
+    """返回 (date_ctx, weather)。失败降级到空 dict / 默认天气。"""
+    date_ctx = await get_date_context_cached()
+
+    city = config.get("city") or ""
+    lat = config.get("latitude")
+    lon = config.get("longitude")
+    weather: dict[str, Any]
+    try:
+        if lat is not None and lon is not None:
+            from core.context import get_weather
+            weather = await get_weather(lat=float(lat), lon=float(lon))
+        else:
+            weather = await get_weather_cached(city=city or None)
+    except Exception:
+        weather = {"temp": 0, "weather_code": -1, "weather_str": "--°C"}
+    return date_ctx, weather
\ No newline at end of file
diff --git a/backend-lite/adaptee/db_redirect.py b/backend-lite/adaptee/db_redirect.py
new file mode 100644
index 00000000..8dabca27
--- /dev/null
+++ b/backend-lite/adaptee/db_redirect.py
@@ -0,0 +1,48 @@
+"""把上游 core/ 的 SQLite 路径重定向到 backend-lite 目录，避免污染上游 backend/。
+
+core 运行时（json_content/pipeline）会 lazy 调用 stats_store / config_store /
+cache 的函数，它们读写 backend/inksight.db 和 backend/cache.db。这里把这些
+模块级路径常量改写为 backend-lite 目录下的副本，并调上游建表函数初始化。
+
+必须在任何 core DB 调用前调用 redirect_db_paths()。
+"""
+from __future__ import annotations
+
+import os
+from pathlib import Path
+
+_LITE_DIR = Path(__file__).resolve().parent.parent
+_INKSIGHT_DB = str(_LITE_DIR / "inksight.db")
+_CACHE_DB = str(_LITE_DIR / "cache.db")
+
+
+def redirect_db_paths() -> None:
+    """改写 core 各模块的 DB 路径常量，指向 backend-lite 目录。"""
+    import core.db as cdb
+    import core.stats_store as stats
+    import core.config_store as cstore
+    import core.cache as cache
+
+    cdb._MAIN_DB_PATH = _INKSIGHT_DB
+    cdb._CACHE_DB_PATH = _CACHE_DB
+    stats.DB_PATH = _INKSIGHT_DB
+    cstore.DB_PATH = _INKSIGHT_DB
+    # cache 模块若用 _CACHE_DB_PATH 常量
+    if hasattr(cache, "_CACHE_DB_PATH"):
+        cache._CACHE_DB_PATH = _CACHE_DB
+    if hasattr(cache, "CACHE_DB_PATH"):
+        cache.CACHE_DB_PATH = _CACHE_DB
+
+
+async def init_upstream_tables() -> None:
+    """调用上游建表函数（建在重定向后的 backend-lite 库里）。
+
+    只建 core 运行时真正需要的表：stats_store（content_history 去重、
+    device_heartbeats 在线判断）、config_store（photo_frame_index 等）。
+    多用户相关表也会被 config_store.init_db 创建，空着不用，无害。
+    """
+    from core.stats_store import init_stats_db
+    from core.config_store import init_db as config_init_db
+
+    await init_stats_db()
+    await config_init_db()
\ No newline at end of file
diff --git a/backend-lite/adaptee/render.py b/backend-lite/adaptee/render.py
new file mode 100644
index 00000000..4ae068e5
--- /dev/null
+++ b/backend-lite/adaptee/render.py
@@ -0,0 +1,203 @@
+"""渲染适配层：模式选择 + 调 core.pipeline.generate_and_render + BMP 编码。
+
+刻意不复用上游 api/shared.build_image（耦合多用户 store）。这里自己实现
+单用户单设备的极薄渲染路径：每次请求直接生成，不做缓存（单设备刷图
+频率低，LLM 调用本就该新鲜；后续如需省调用再加 cache）。
+"""
+from __future__ import annotations
+
+import logging
+import random
+from datetime import datetime
+from typing import Any
+
+from PIL import Image
+
+from core.context import calc_battery_pct
+from core.mode_registry import get_registry
+from core.pipeline import generate_and_render
+from core.renderer import image_to_bmp_bytes, image_to_raw_2bpp
+
+from .context import build_context
+from store import config_store, secret_store
+
+logger = logging.getLogger("backend-lite.render")
+
+# 与上游 api/shared._SMART_TIME_SLOTS 一致
+_SMART_TIME_SLOTS = [
+    (6, 9, ["RECIPE", "DAILY"]),
+    (9, 12, ["BRIEFING", "STOIC"]),
+    (12, 14, ["ZEN", "POETRY"]),
+    (14, 18, ["STOIC", "ROAST"]),
+    (18, 21, ["FITNESS", "RECIPE"]),
+    (21, 24, ["ZEN", "POETRY"]),
+    (0, 6, ["ZEN", "POETRY"]),
+]
+
+DEFAULT_MODES = ["STOIC", "ROAST", "ZEN", "DAILY"]
+
+
+def _choose_persona(config: dict[str, Any], mac: str) -> str:
+    """单用户模式选择：random / cycle / time_slot / smart。"""
+    registry = get_registry()
+    modes = config.get("modes") or DEFAULT_MODES
+    strategy = config.get("refresh_strategy", "random")
+
+    # pending_mode 优先
+    pending = config_store.consume_pending_mode(mac)
+    if pending and registry.is_supported(pending.upper()):
+        return pending.upper()
+
+    def _supported(cands: list[str]) -> list[str]:
+        return [c for c in cands if registry.is_supported(c.upper())]
+
+    if strategy == "cycle" and modes:
+        idx, persona = config_store.advance_cycle(mac, [m.upper() for m in modes])
+        return persona.upper() if registry.is_supported(persona.upper()) else (modes[0].upper() if modes else "STOIC")
+
+    if strategy == "time_slot":
+        hour = datetime.now().hour
+        for rule in (config.get("time_slot_rules") or []):
+            sh = rule.get("startHour", 0)
+            eh = rule.get("endHour", 24)
+            rm = rule.get("modes", [])
+            if sh <= hour < eh and rm:
+                avail = _supported([m.upper() for m in rm if m in modes])
+                if avail:
+                    return random.choice(avail)
+        return random.choice(_supported([m.upper() for m in modes]) or DEFAULT_MODES)
+
+    if strategy == "smart":
+        hour = datetime.now().hour
+        for sh, eh, cands in _SMART_TIME_SLOTS:
+            if sh <= hour < eh:
+                avail = _supported([c for c in cands if c in modes])
+                if avail:
+                    return random.choice(avail)
+        return random.choice(_supported([m.upper() for m in modes]) or DEFAULT_MODES)
+
+    # random
+    avail = _supported([m.upper() for m in modes]) or DEFAULT_MODES
+    persona = random.choice(avail)
+    # 记录 last_persona（非 cycle 也记，便于观察）
+    config_store.upsert_state(mac, last_persona=persona,
+                              last_refresh_at=datetime.now().isoformat(timespec="seconds"))
+    return persona
+
+
+def _inject_llm_key(config: dict[str, Any]) -> dict[str, Any]:
+    """把解密后的 key/provider 塞进 cfg，走 core 的 caller-supplied 优先路径。
+
+    对 openai_compat：动态把当前模型注册到 core.content.LLM_CONFIGS，
+    给它一个更稳妥的默认 max_tokens，避免 llm_json 模式在未知模型名时
+    回落到 120 tokens 而被截断。
+    """
+    cfg = dict(config)
+    key = secret_store.get_llm_key()
+    provider = (key.get("provider") or "").strip()
+    if provider:
+        cfg["llm_provider"] = provider
+        if provider == "openai_compat":
+            if key.get("base_url"):
+                cfg["llm_base_url"] = key["base_url"]
+            model = (cfg.get("llm_model") or "").strip()
+            if model:
+                try:
+                    from core.content import LLM_CONFIGS
+                    models = LLM_CONFIGS.setdefault("openai_compat", {}).setdefault("models", {})
+                    models.setdefault(model, {"name": model, "max_tokens": 1024})
+                except Exception:
+                    logger.warning("[render] failed to register openai_compat model %s", model, exc_info=True)
+    if key.get("api_key"):
+        cfg["user_api_key"] = key["api_key"]
+    if key.get("image_api_key"):
+        cfg["user_image_api_key"] = key["image_api_key"]
+    return cfg
+
+
+async def render_for_device(
+    mac: str,
+    *,
+    battery_voltage: float,
+    screen_w: int = 400,
+    screen_h: int = 300,
+    colors: int = 4,
+) -> dict[str, Any]:
+    """渲染一张图。返回 {image, persona, fallback, refresh_minutes}。
+
+    fallback=True 表示走了降级内容（LLM 失败等）。
+    """
+    config = config_store.get_config()
+    cfg = _inject_llm_key(config)
+    date_ctx, weather = await build_context(cfg)
+    persona = _choose_persona(cfg, mac)
+    battery_pct = calc_battery_pct(battery_voltage) if battery_voltage else 0
+
+    refresh_min = int(config.get("refresh_interval") or 60)
+    if refresh_min < 10:
+        refresh_min = 10
+    if refresh_min > 1440:
+        refresh_min = 1440
+
+    try:
+        img, content = await generate_and_render(
+            persona,
+            cfg,
+            date_ctx,
+            weather,
+            battery_pct,
+            screen_w=screen_w,
+            screen_h=screen_h,
+            mac=mac,
+            colors=colors,
+        )
+        fallback = bool(content is None)
+    except Exception:
+        logger.exception("[render] generate_and_render failed for persona=%s", persona)
+        # 极端兜底：空白图
+        img = Image.new("P", (screen_w, screen_h), 1)
+        fallback = True
+        content = None
+
+    return {
+        "image": img,
+        "persona": persona,
+        "fallback": fallback,
+        "refresh_minutes": refresh_min,
+    }
+
+
+async def render_for_preview(
+    persona: str,
+    *,
+    screen_w: int = 400,
+    screen_h: int = 300,
+    colors: int = 4,
+) -> Image.Image:
+    """预览：不碰 device_state，不消费 pending_mode。"""
+    config = config_store.get_config()
+    cfg = _inject_llm_key(config)
+    date_ctx, weather = await build_context(cfg)
+    registry = get_registry()
+    p = persona.upper()
+    if not registry.is_supported(p):
+        p = (config.get("modes") or DEFAULT_MODES)[0].upper()
+    img, _ = await generate_and_render(
+        p, cfg, date_ctx, weather, 0,
+        screen_w=screen_w, screen_h=screen_h, mac="", colors=colors,
+    )
+    return img
+
+
+def encode_image(img: Image.Image, colors: int) -> bytes:
+    """colors>=3 → raw 2bpp（4 色 e-ink）；否则标准 BMP。"""
+    if colors >= 3:
+        return image_to_raw_2bpp(img)
+    return image_to_bmp_bytes(img)
+
+
+def encode_png(img: Image.Image) -> bytes:
+    from io import BytesIO
+    buf = BytesIO()
+    img.save(buf, format="PNG")
+    return buf.getvalue()
\ No newline at end of file
diff --git a/backend-lite/api/__init__.py b/backend-lite/api/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/backend-lite/api/index.py b/backend-lite/api/index.py
new file mode 100644
index 00000000..b477d36e
--- /dev/null
+++ b/backend-lite/api/index.py
@@ -0,0 +1,173 @@
+"""backend-lite FastAPI 入口。
+
+- 启动时把上游 backend/ 注入 sys.path，使 `from core.xxx import ...` 可用。
+- 初始化 lite.db。
+- 挂载固件路由 + 管理路由 + 静态管理页。
+"""
+from __future__ import annotations
+
+import logging
+import os
+import sys
+from pathlib import Path
+
+from dotenv import load_dotenv
+
+# 先加载 .env，让 core/crypto 能读到 LLM_ENCRYPTION_KEY
+load_dotenv()
+
+# 注入上游 backend/ 到 sys.path
+_BACKEND_DIR = os.environ.get("INKSIGHT_BACKEND_DIR") or str(
+    Path(__file__).resolve().parent.parent.parent / "backend"
+)
+if _BACKEND_DIR not in sys.path:
+    sys.path.insert(0, _BACKEND_DIR)
+
+from fastapi import FastAPI
+from fastapi.responses import FileResponse
+from fastapi.staticfiles import StaticFiles
+
+from store.db import close_db, init_db
+
+from . import routes_admin, routes_device, routes_render
+
+logging.basicConfig(
+    level=os.environ.get("LITE_LOG_LEVEL", "INFO"),
+    format="%(asctime)s %(levelname)s %(name)s: %(message)s",
+)
+logger = logging.getLogger("backend-lite")
+
+
+class _AccessLogFilter(logging.Filter):
+    """Hide noisy high-frequency polling endpoints from uvicorn.access logs."""
+
+    def filter(self, record: logging.LogRecord) -> bool:
+        try:
+            msg = record.getMessage()
+        except Exception:
+            return True
+        noisy = (
+            " /api/admin/state ",
+            "/api/device/",
+            "/state HTTP/1.1",
+            "/alert-bmp?w=400&h=300",
+        )
+        if "uvicorn.access" in record.name and any(token in msg for token in noisy):
+            # Keep render/config/heartbeat visible; hide only state/alert-bmp polling noise.
+            if "/alert-bmp" in msg or "/state HTTP/1.1" in msg:
+                return False
+        return True
+
+
+_uvicorn_access_logger = logging.getLogger("uvicorn.access")
+if not any(isinstance(f, _AccessLogFilter) for f in _uvicorn_access_logger.filters):
+    _uvicorn_access_logger.addFilter(_AccessLogFilter())
+
+
+app = FastAPI(title="InkSight backend-lite", version="0.1.0")
+
+
+def _install_native_dither_fallbacks() -> None:
+    """在缺少 native dithering 动态库时，回退到 Pillow 方案。
+
+    这样 MOYU/ARTWALL 这类依赖图片量化的模式不会直接 500。
+    有 native 库时仍优先走上游实现。
+    """
+    from PIL import Image
+    from core.config import EINK_4COLOR_PALETTE
+    import core.native_dither as native_dither
+
+    orig_bw = native_dither.atkinson_bw
+    orig_palette = native_dither.atkinson_palette
+    warned = {"bw": False, "palette": False}
+
+    def _bw_fallback(gray: Image.Image) -> Image.Image:
+        try:
+            return orig_bw(gray)
+        except RuntimeError as exc:
+            if not warned["bw"]:
+                logger.warning("[startup] native dithering unavailable, fallback to Pillow B/W dithering: %s", exc)
+                warned["bw"] = True
+            return gray.convert("1", dither=Image.Dither.FLOYDSTEINBERG)
+
+    def _palette_fallback(rgb: Image.Image, colors: int) -> Image.Image:
+        try:
+            return orig_palette(rgb, colors)
+        except RuntimeError as exc:
+            if not warned["palette"]:
+                logger.warning("[startup] native palette dithering unavailable, fallback to Pillow quantize: %s", exc)
+                warned["palette"] = True
+            palette_img = Image.new("P", (1, 1))
+            palette_img.putpalette(EINK_4COLOR_PALETTE + [0] * (768 - len(EINK_4COLOR_PALETTE)))
+            fallback_colors = 3 if colors == 3 else 4
+            return rgb.convert("RGB").quantize(
+                palette=palette_img,
+                dither=Image.Dither.FLOYDSTEINBERG,
+                colors=fallback_colors,
+            )
+
+    native_dither.atkinson_bw = _bw_fallback
+    native_dither.atkinson_palette = _palette_fallback
+
+
+@app.on_event("startup")
+async def _startup() -> None:
+    # 1) 重定向上游 core DB 路径到 backend-lite 目录（必须在任何 core DB 调用前）
+    from adaptee.db_redirect import redirect_db_paths, init_upstream_tables
+
+    redirect_db_paths()
+    # 2) 初始化 backend-lite 自有库
+    init_db()
+    # 2.5) 安装 native dithering 缺失时的运行时降级，避免图片模式直接 500
+    _install_native_dither_fallbacks()
+    # 3) 初始化上游 stats_store / config_store / cache / static_store 表（core 运行时 lazy 依赖）
+    try:
+        await init_upstream_tables()
+        from core.cache import init_cache_db
+        from core.static_store import init_static_tables, migrate_device_state_columns
+        await init_cache_db()
+        await init_static_tables()
+        await migrate_device_state_columns()
+    except Exception:
+        logger.exception("[startup] upstream table init failed")
+    # 4) 触发上游模式注册表预加载（扫描 builtin/custom 目录）
+    try:
+        from core.mode_registry import get_registry
+
+        get_registry()
+    except Exception:
+        logger.exception("[startup] mode registry preload failed")
+    logger.info("[startup] backend-lite ready")
+
+
+@app.on_event("shutdown")
+async def _shutdown() -> None:
+    """关闭 SQLite 连接/aiosqlite 工作线程，避免 Ctrl+C 后 Python 卡在退出阶段。"""
+    try:
+        from core.db import close_all
+
+        await close_all()
+    except Exception:
+        logger.exception("[shutdown] upstream DB close failed")
+    try:
+        close_db()
+    except Exception:
+        logger.exception("[shutdown] lite DB close failed")
+    logger.info("[shutdown] backend-lite connections closed")
+
+
+# 固件路由（/api 前缀）
+app.include_router(routes_render.router)
+app.include_router(routes_device.router)
+# 管理路由（/api/admin）
+app.include_router(routes_admin.router)
+
+
+# 静态管理页
+_STATIC_DIR = Path(__file__).resolve().parent.parent / "static"
+app.mount("/static", StaticFiles(directory=str(_STATIC_DIR)), name="static")
+
+
+@app.get("/")
+async def root():
+    return FileResponse(str(_STATIC_DIR / "index.html"))
\ No newline at end of file
diff --git a/backend-lite/api/routes_admin.py b/backend-lite/api/routes_admin.py
new file mode 100644
index 00000000..208bd73c
--- /dev/null
+++ b/backend-lite/api/routes_admin.py
@@ -0,0 +1,217 @@
+"""管理页 API（/api/admin/*）。阶段 1 只放 config/modes/refresh/set-mode；
+LLM key / 预览交互 / OTA 在后续阶段补全。局域网免认证。"""
+from __future__ import annotations
+
+from fastapi import APIRouter, Request, Response
+from fastapi.responses import JSONResponse
+
+from store import config_store
+
+router = APIRouter(prefix="/api/admin", tags=["admin"])
+
+
+@router.get("/config")
+async def admin_get_config():
+    return config_store.get_config()
+
+
+@router.put("/config")
+async def admin_put_config(request: Request):
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    if isinstance(body, dict):
+        return config_store.update_config(body)
+    return JSONResponse({"error": "invalid body"}, status_code=400)
+
+
+@router.patch("/config")
+async def admin_patch_config(request: Request):
+    return await admin_put_config(request)
+
+
+@router.get("/modes")
+async def admin_list_modes():
+    """列出所有已注册模式（builtin + custom），供管理页多选。"""
+    from core.mode_registry import get_registry
+
+    registry = get_registry()
+    items = []
+    for info in sorted(registry.list_modes(), key=lambda m: m.mode_id):
+        items.append({
+            "mode_id": info.mode_id,
+            "display_name": info.display_name or info.mode_id,
+            "source": info.source,
+        })
+    return {"modes": items}
+
+
+@router.post("/refresh")
+async def admin_refresh(request: Request):
+    """触发设备刷新。body 可选 {mac}，默认用最近一次心跳的 mac。"""
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    mac = (body.get("mac") or "").strip().upper() or _last_mac()
+    if not mac:
+        return JSONResponse({"error": "no device mac known"}, status_code=400)
+    config_store.upsert_state(mac, pending_refresh=1)
+    return {"ok": True, "mac": mac}
+
+
+@router.post("/set-mode")
+async def admin_set_mode(request: Request):
+    """设置下次刷新的模式。body {mode, mac?}。"""
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    mode = (body.get("mode") or "").strip().upper()
+    mac = (body.get("mac") or "").strip().upper() or _last_mac()
+    if not mac or not mode:
+        return JSONResponse({"error": "need mode and mac"}, status_code=400)
+    config_store.upsert_state(mac, pending_mode=mode, pending_refresh=1)
+    return {"ok": True, "mac": mac, "mode": mode}
+
+
+@router.post("/runtime")
+async def admin_runtime(request: Request):
+    """设置运行模式。body {mode: active|interval, mac?}。"""
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    mode = (body.get("mode") or "interval").strip()
+    mac = (body.get("mac") or "").strip().upper() or _last_mac()
+    if not mac:
+        return JSONResponse({"error": "no device mac known"}, status_code=400)
+    config_store.upsert_state(mac, runtime_mode=mode)
+    return {"ok": True, "mac": mac, "runtime_mode": mode}
+
+
+@router.get("/state")
+async def admin_state():
+    """管理页展示设备状态。返回最近心跳 mac 的 state。"""
+    mac = _last_mac()
+    if not mac:
+        return {"online": False, "state": None}
+    return {
+        "mac": mac,
+        "online": config_store.is_online(mac),
+        "state": config_store.get_state(mac),
+    }
+
+
+@router.get("/alert")
+async def admin_get_alert():
+    return config_store.get_alert()
+
+
+@router.put("/alert")
+@router.post("/alert")
+async def admin_set_alert(request: Request):
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    active = bool(body.get("active", False))
+    text = (body.get("text") or "")[:64]
+    config_store.set_alert(active, text)
+    return config_store.get_alert()
+
+
+def _last_mac() -> str:
+    """取最近一次心跳的 mac。"""
+    from store.db import get_conn, _lock
+    with _lock:
+        row = get_conn().execute(
+            "SELECT mac FROM heartbeats ORDER BY ts DESC LIMIT 1"
+        ).fetchone()
+    return row["mac"] if row else ""
+
+# ---------------- LLM key（阶段 2） ----------------
+from store import secret_store
+
+@router.get("/llm-key")
+async def admin_get_llm_key():
+    data = secret_store.get_llm_key_masked()
+    cfg = config_store.get_config()
+    if cfg.get("llm_provider"):
+        data["provider"] = cfg.get("llm_provider")
+    data["model"] = cfg.get("llm_model") or ""
+    return data
+
+@router.put("/llm-key")
+async def admin_put_llm_key(request: Request):
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    if not isinstance(body, dict):
+        return JSONResponse({"error":"invalid body"}, status_code=400)
+
+    secret_store.set_llm_key(body)
+
+    cfg_patch = {}
+    if "provider" in body:
+        cfg_patch["llm_provider"] = body.get("provider") or ""
+    if "model" in body:
+        cfg_patch["llm_model"] = body.get("model") or ""
+    if cfg_patch:
+        config_store.update_config(cfg_patch)
+
+    data = secret_store.get_llm_key_masked()
+    cfg = config_store.get_config()
+    if cfg.get("llm_provider"):
+        data["provider"] = cfg.get("llm_provider")
+    data["model"] = cfg.get("llm_model") or ""
+    return data
+
+
+# ---------------- OTA（阶段 4） ----------------
+import os, uuid, json
+_OTA_DIR = os.path.join(os.path.dirname(os.path.dirname(__file__)), "ota_files")
+os.makedirs(_OTA_DIR, exist_ok=True)
+
+@router.post("/ota/upload")
+async def ota_upload(request: Request):
+    """接收 multipart 上传 bin，写 ota_files/，返回设备可达 URL。"""
+    form = await request.form()
+    upload = form.get("file")
+    if upload is None or not hasattr(upload, "filename"):
+        return JSONResponse({"error":"no file"}, status_code=400)
+    fname = f"{uuid.uuid4().hex[:8]}_{upload.filename}"
+    path = os.path.join(_OTA_DIR, fname)
+    with open(path, "wb") as f:
+        f.write(await upload.read())
+    host = request.headers.get("Host") or request.url.hostname or "localhost"
+    url = f"http://{host}/api/admin/ota/file/{fname}"
+    mac = _last_mac()
+    if mac:
+        config_store.upsert_state(mac, ota_url=url, ota_version=upload.filename or "")
+    return {"url": url, "mac": mac}
+
+@router.post("/ota/set")
+async def ota_set(request: Request):
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    url = (body.get("ota_url") or "").strip()
+    ver = (body.get("ota_version") or "").strip()
+    mac = (body.get("mac") or "").strip().upper() or _last_mac()
+    if not mac:
+        return JSONResponse({"error":"no device mac known"}, status_code=400)
+    config_store.upsert_state(mac, ota_url=url, ota_version=ver)
+    return {"ok": True, "mac": mac, "ota_url": url}
+
+@router.get("/ota/file/{name}")
+async def ota_file(name: str):
+    """设备从此拉取 bin。"""
+    from fastapi.responses import FileResponse
+    path = os.path.join(_OTA_DIR, name)
+    if not os.path.isfile(path) or ".." in name or "/" in name:
+        return Response(status_code=404)
+    return FileResponse(path, media_type="application/octet-stream", filename=name)
diff --git a/backend-lite/api/routes_device.py b/backend-lite/api/routes_device.py
new file mode 100644
index 00000000..db2660ed
--- /dev/null
+++ b/backend-lite/api/routes_device.py
@@ -0,0 +1,238 @@
+"""固件设备路由：token / heartbeat / config / state / runtime / refresh /
+claim-token / alert-bmp / ota-progress。单用户：MAC 任意，token 固定。"""
+from __future__ import annotations
+
+import json
+import logging
+import secrets
+
+from fastapi import APIRouter, Header, Request, Response
+from fastapi.responses import JSONResponse, Response as RawResponse
+
+from store import config_store
+
+logger = logging.getLogger("backend-lite.device")
+
+router = APIRouter(prefix="/api", tags=["device"])
+
+# 单用户：所有 MAC 共享一个固定 token（首次发放后存 device_state）。
+# 不校验 X-Device-Token 内容——局域网信任模型。
+DEVICE_TOKEN = "inklite-single-user-token"
+
+
+def _mac(request: Request, mac: str | None = None) -> str:
+    return (mac or request.path_params.get("mac") or "").strip().upper() or "00:00:00:00:00:00:00"
+
+
+@router.post("/device/{mac}/token")
+async def issue_token(mac: str):
+    """发放设备 token。单用户固定值，但回写 device_state 以备追溯。"""
+    m = mac.strip().upper()
+    config_store.upsert_state(m, auth_token=DEVICE_TOKEN)
+    return {"token": DEVICE_TOKEN}
+
+
+@router.post("/device/{mac}/claim-token")
+async def claim_token(mac: str, request: Request):
+    """回显 pair_code（portal 配对兼容）。"""
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    return {"pair_code": body.get("pair_code", "")}
+
+
+@router.post("/device/{mac}/heartbeat")
+async def heartbeat(mac: str, request: Request):
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    bv = float(body.get("battery_voltage") or 0)
+    rssi = int(body.get("wifi_rssi") or 0)
+    config_store.add_heartbeat(mac.strip().upper(), bv, rssi)
+    return Response(status_code=200)
+
+
+@router.get("/config/{mac}")
+async def get_device_config(mac: str):
+    """固件轮询：返回 focus / always_active 开关。"""
+    cfg = config_store.get_config()
+    return {
+        "is_focus_listening": bool(cfg.get("focus_listening")),
+        "is_always_active": bool(cfg.get("always_active")),
+    }
+
+
+@router.get("/device/{mac}/state")
+async def get_state(mac: str):
+    """固件轮询运行状态。OTA 字段非空时附上。"""
+    s = config_store.get_state(mac.strip().upper())
+    resp = {
+        "pending_refresh": int(bool(s.get("pending_refresh"))),
+        "pending_mode": s.get("pending_mode") or "",
+        "runtime_mode": s.get("runtime_mode") or "interval",
+    }
+    ota_url = s.get("ota_url") or ""
+    ota_ver = s.get("ota_version") or ""
+    if ota_url:
+        resp["ota_url"] = ota_url
+        resp["ota_version"] = ota_ver
+    return resp
+
+
+@router.post("/device/{mac}/runtime")
+async def set_runtime(mac: str, request: Request):
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    mode = (body.get("mode") or "interval").strip()
+    config_store.upsert_state(mac.strip().upper(), runtime_mode=mode)
+    return Response(status_code=200)
+
+
+@router.post("/device/{mac}/refresh")
+async def trigger_refresh(mac: str):
+    config_store.upsert_state(mac.strip().upper(), pending_refresh=1)
+    return Response(status_code=200)
+
+
+@router.post("/config")
+async def save_device_config(request: Request):
+    """固件 POST /api/config：body 是设备的 cfgConfigJson（含 mac）。
+    单用户：把可识别字段写回 config 单行。"""
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    if not isinstance(body, dict):
+        body = {}
+    patch: dict = {}
+    for k in (
+        "modes", "refresh_strategy", "refresh_interval", "city",
+        "language", "content_tone", "time_slot_rules", "countdown_events",
+        "memo_text", "focus_listening", "always_active",
+        "llm_provider", "llm_model", "image_provider", "image_model",
+    ):
+        if k in body:
+            patch[k] = body[k]
+    if patch:
+        config_store.update_config(patch)
+    return Response(status_code=200)
+
+
+@router.get("/device/{mac}/alert-bmp")
+async def alert_bmp(mac: str, w: int = 400, h: int = 300):
+    """焦点提醒图。无活跃 alert → 204；有 → 渲染更醒目的居中文字 1-bit BMP。"""
+    alert = config_store.get_alert()
+    if not alert.get("active"):
+        return Response(status_code=204)
+
+    from io import BytesIO
+    from PIL import Image, ImageDraw
+    from core.patterns.utils import load_font
+
+    width = w or 400
+    height = h or 300
+    text = (alert.get("text") or "!").strip() or "!"
+    img = Image.new("1", (width, height), 1)
+    draw = ImageDraw.Draw(img)
+
+    # 外框，增强“弹窗感”
+    draw.rounded_rectangle([8, 8, width - 9, height - 9], radius=16, outline=0, width=2)
+
+    max_width = width - 56
+    max_height = height - 56
+
+    def wrap_text(font):
+        lines = []
+        current = ""
+        for ch in text:
+            if ch == "\n":
+                lines.append(current or " ")
+                current = ""
+                continue
+            candidate = current + ch
+            bbox = draw.textbbox((0, 0), candidate, font=font)
+            cand_width = bbox[2] - bbox[0]
+            if current and cand_width > max_width:
+                lines.append(current)
+                current = ch
+            else:
+                current = candidate
+        if current:
+            lines.append(current)
+        return lines or ["!"]
+
+    chosen_font = None
+    chosen_lines = [text]
+    chosen_metrics = []
+    for size in (72, 64, 56, 48, 42, 36, 32, 28, 24):
+        try:
+            font = load_font("noto_serif_bold", size)
+        except Exception:
+            font = None
+        lines = wrap_text(font)
+        metrics = []
+        widest = 0
+        total_h = 0
+        spacing = max(6, size // 5)
+        for line in lines:
+            bbox = draw.textbbox((0, 0), line, font=font)
+            left, top, right, bottom = bbox
+            line_w = max(1, right - left)
+            line_h = max(1, bottom - top)
+            widest = max(widest, line_w)
+            total_h += line_h
+            metrics.append((line, left, top, line_w, line_h))
+        total_h += spacing * max(0, len(metrics) - 1)
+        if widest <= max_width and total_h <= max_height:
+            chosen_font = font
+            chosen_lines = lines
+            chosen_metrics = metrics
+            break
+        chosen_font = font
+        chosen_lines = lines
+        chosen_metrics = metrics
+
+    total_height = sum(item[4] for item in chosen_metrics)
+    total_height += max(6, 24 // 5) * max(0, len(chosen_metrics) - 1)
+    # 根据最终字号重新计算行距
+    if chosen_metrics:
+        avg_height = max(item[4] for item in chosen_metrics)
+        line_spacing = max(6, avg_height // 4)
+        total_height = sum(item[4] for item in chosen_metrics) + line_spacing * max(0, len(chosen_metrics) - 1)
+    else:
+        line_spacing = 8
+
+    y = max(18, (height - total_height) // 2)
+    for idx, (line, left, top, line_w, line_h) in enumerate(chosen_metrics):
+        x = max(16, (width - line_w) // 2)
+        draw.text((x - left, y - top), line, fill=0, font=chosen_font)
+        y += line_h + (line_spacing if idx < len(chosen_metrics) - 1 else 0)
+
+    buf = BytesIO()
+    img.save(buf, format="BMP")
+    return RawResponse(content=buf.getvalue(), media_type="image/bmp")
+
+
+@router.post("/device/{mac}/ota/progress")
+async def ota_progress(mac: str, request: Request):
+    try:
+        body = await request.json()
+    except Exception:
+        body = {}
+    logger.info("[ota] progress %s: %s", mac, body)
+    return Response(status_code=200)
+
+
+# vocab / voice 不实现：固件遇非 200 自动降级
+@router.api_route("/device/{mac}/vocab/{rest:path}", methods=["GET", "POST"])
+async def vocab_unsupported(rest: str):
+    return Response(status_code=404)
+
+
+@router.api_route("/device/{mac}/voice/{rest:path}", methods=["GET", "POST"])
+async def voice_unsupported(rest: str):
+    return Response(status_code=404)
\ No newline at end of file
diff --git a/backend-lite/api/routes_render.py b/backend-lite/api/routes_render.py
new file mode 100644
index 00000000..f1e90ba1
--- /dev/null
+++ b/backend-lite/api/routes_render.py
@@ -0,0 +1,70 @@
+"""固件渲染路由：/api/render, /api/preview。"""
+from __future__ import annotations
+
+import logging
+
+from fastapi import APIRouter, Query, Request, Response
+from fastapi.responses import Response as RawResponse
+
+from adaptee.render import encode_image, encode_png, render_for_device, render_for_preview
+from store import config_store
+
+logger = logging.getLogger("backend-lite.render")
+
+router = APIRouter(prefix="/api", tags=["render"])
+
+# 固件协议默认尺寸 400×300、2bpp、4 色
+SCREEN_W = 400
+SCREEN_H = 300
+COLORS = 4
+
+
+@router.get("/render")
+async def render(
+    request: Request,
+    mac: str = Query(default=""),
+    v: float = Query(default=0.0),
+    rssi: int = Query(default=0),
+    refresh_min: int = Query(default=0),
+    w: int = Query(default=SCREEN_W),
+    h: int = Query(default=SCREEN_H),
+    bpp: int = Query(default=2),
+    colors: int = Query(default=COLORS),
+    next: int = Query(default=0, alias="next"),
+):
+    """固件核心刷图端点。返回 raw 2bpp（4 色）或 BMP。"""
+    mac_clean = mac.strip().upper() or "00:00:00:00:00:00"
+    result = await render_for_device(
+        mac_clean,
+        battery_voltage=v,
+        screen_w=w or SCREEN_W,
+        screen_h=h or SCREEN_H,
+        colors=colors if colors >= 2 else COLORS,
+    )
+    # 渲染成功后清除 pending_refresh
+    config_store.upsert_state(mac_clean, pending_refresh=0)
+
+    body = encode_image(result["image"], result["colors"] if "colors" in result else colors)
+    headers = {
+        "X-Mode-Id": result["persona"],
+        "X-Refresh-Minutes": str(result["refresh_minutes"]),
+        "Cache-Control": "no-store",
+        "Connection": "close",
+    }
+    if result["fallback"]:
+        headers["X-Content-Fallback"] = "1"
+    return RawResponse(content=body, media_type="application/octet-stream", headers=headers)
+
+
+@router.get("/preview")
+async def preview(
+    mode: str = Query(default=""),
+    colors: int = Query(default=COLORS),
+    as_png: int = Query(default=0),
+):
+    """管理页预览：固定 400×300/4 色。默认 PNG 便于浏览器内联显示。"""
+    persona = (mode or "").strip().upper() or "STOIC"
+    img = await render_for_preview(persona, colors=colors if colors >= 2 else COLORS)
+    if as_png:
+        return RawResponse(content=encode_png(img), media_type="image/png")
+    return RawResponse(content=encode_image(img, colors), media_type="application/octet-stream")
\ No newline at end of file
diff --git a/backend-lite/requirements.txt b/backend-lite/requirements.txt
new file mode 100644
index 00000000..61e485ae
--- /dev/null
+++ b/backend-lite/requirements.txt
@@ -0,0 +1,10 @@
+fastapi>=0.115
+uvicorn[standard]>=0.30
+Pillow>=10.0
+httpx>=0.27
+openai>=1.40
+python-dotenv>=1.0
+python-multipart>=0.0.9
+cryptography>=42.0
+tenacity>=8.2
+zhdate>=0.1
\ No newline at end of file
diff --git a/backend-lite/run.py b/backend-lite/run.py
new file mode 100644
index 00000000..ec1a93ae
--- /dev/null
+++ b/backend-lite/run.py
@@ -0,0 +1,31 @@
+"""backend-lite 启动入口。
+
+直接读取 .env 中的 LITE_HOST / LITE_PORT，再调用 uvicorn.run()。
+这解决了直接使用 `uvicorn ... --host ... --port ...` 时命令行参数覆盖 .env 的问题。
+"""
+from __future__ import annotations
+
+import os
+
+from dotenv import load_dotenv
+import uvicorn
+
+
+load_dotenv()
+
+
+def _env_int(name: str, default: int) -> int:
+    raw = os.environ.get(name, "").strip()
+    if not raw:
+        return default
+    try:
+        return int(raw)
+    except ValueError:
+        return default
+
+
+if __name__ == "__main__":
+    host = os.environ.get("LITE_HOST", "0.0.0.0").strip() or "0.0.0.0"
+    port = _env_int("LITE_PORT", 8090)
+    reload = os.environ.get("LITE_RELOAD", "").strip().lower() in {"1", "true", "yes", "on"}
+    uvicorn.run("api.index:app", host=host, port=port, reload=reload)
diff --git a/backend-lite/static/app.js b/backend-lite/static/app.js
new file mode 100644
index 00000000..13b52247
--- /dev/null
+++ b/backend-lite/static/app.js
@@ -0,0 +1,247 @@
+// backend-lite 管理页逻辑。原生 JS，无构建。
+const $ = (id) => document.getElementById(id);
+const API = "/api/admin";
+let selectedModes = new Set();
+
+function flash(el, msg, ok=true){
+  if(!el) return;
+  el.textContent = msg;
+  el.classList.remove("is-ok", "is-error", "ok", "err");
+  el.classList.add(ok ? "is-ok" : "is-error");
+  setTimeout(()=>{ el.textContent=""; el.classList.remove("is-ok", "is-error"); }, 2500);
+}
+
+function escapeHtml(value){
+  return String(value ?? "").replace(/[&<>\"']/g, (char) => ({
+    "&":"&amp;", "<":"&lt;", ">":"&gt;", "\"":"&quot;", "'":"&#39;"
+  }[char]));
+}
+
+function stateValue(value, fallback="—"){
+  const text = value === undefined || value === null || value === "" ? fallback : value;
+  return escapeHtml(text);
+}
+
+async function jget(url){
+  const r = await fetch(url);
+  if(!r.ok) throw new Error(`${url} ${r.status}`);
+  return r.json();
+}
+async function jpost(url, body, method="POST"){
+  const r = await fetch(url, {method, headers:{"Content-Type":"application/json"}, body: JSON.stringify(body||{})});
+  return r;
+}
+
+async function loadStatus(){
+  try{
+    const s = await jget(`${API}/state`);
+    const st = s.state || {};
+    const status = $("status");
+    const deviceState = $("device-state");
+
+    if(!s.mac){
+      status.innerHTML = `<div class="status-empty">尚无设备连接过，等待设备首次心跳。</div>`;
+      if(deviceState){
+        deviceState.innerHTML = `<div class="device-state-empty">设备尚未上报状态。</div>`;
+      }
+      return;
+    }
+
+    const online = !!s.online;
+    const onlineText = online ? "在线" : "离线";
+    const statusTitle = online ? "InkSight 设备在线" : "最近连接过的设备";
+    const mode = st.last_persona || "未记录";
+    const runtime = st.runtime_mode || "interval";
+    const pendingMode = st.pending_mode || "无";
+    const refreshedAt = st.last_refresh_at || "未记录";
+
+    status.innerHTML = `
+      <div class="status-main">
+        <span class="status-badge ${online ? "is-online" : "is-offline"}">${onlineText}</span>
+        <span class="status-title">${statusTitle}</span>
+        <span class="status-mac">${stateValue(s.mac)}</span>
+      </div>
+      <div class="status-facts">
+        <span>运行 <strong>${stateValue(runtime)}</strong></span>
+        <span>当前模式 <strong>${stateValue(mode)}</strong></span>
+        <span>待刷新 <strong>${stateValue(st.pending_refresh || 0)}</strong></span>
+        <span>待切换 <strong>${stateValue(pendingMode)}</strong></span>
+      </div>`;
+
+    if(deviceState){
+      deviceState.innerHTML = `
+        <div class="device-state-grid">
+          <div class="state-item">
+            <span class="state-label">设备 MAC</span>
+            <span class="state-value mono">${stateValue(s.mac)}</span>
+          </div>
+          <div class="state-item">
+            <span class="state-label">连接状态</span>
+            <span class="state-value ${online ? "ok" : "err"}">${onlineText}</span>
+          </div>
+          <div class="state-item">
+            <span class="state-label">运行模式</span>
+            <span class="state-value">${stateValue(runtime)}</span>
+          </div>
+          <div class="state-item">
+            <span class="state-label">当前内容</span>
+            <span class="state-value">${stateValue(mode)}</span>
+          </div>
+          <div class="state-item">
+            <span class="state-label">待刷新 / 待切换</span>
+            <span class="state-value">${stateValue(st.pending_refresh || 0)} / ${stateValue(pendingMode)}</span>
+          </div>
+          <div class="state-item">
+            <span class="state-label">最近刷新</span>
+            <span class="state-value">${stateValue(refreshedAt)}</span>
+          </div>
+        </div>`;
+    }
+  }catch(e){
+    $("status").innerHTML = `<div class="status-empty">状态读取失败：${escapeHtml(e.message)}</div>`;
+    const deviceState = $("device-state");
+    if(deviceState){
+      deviceState.innerHTML = `<div class="device-state-empty">暂时无法读取设备状态。</div>`;
+    }
+  }
+}
+
+async function loadModes(){
+  const data = await jget(`${API}/modes`);
+  const chips = $("modes");
+  chips.innerHTML = "";
+  for(const m of data.modes){
+    const c = document.createElement("div");
+    c.className = "chip";
+    c.textContent = m.display_name || m.mode_id;
+    c.dataset.id = m.mode_id;
+    c.onclick = ()=>{ c.classList.toggle("on"); selectedModes.has(m.mode_id)?selectedModes.delete(m.mode_id):selectedModes.add(m.mode_id); };
+    chips.appendChild(c);
+  }
+  // 同时填预览下拉
+  const sel = $("prev-mode");
+  sel.innerHTML = "";
+  for(const m of data.modes){ const o=document.createElement("option"); o.value=m.mode_id; o.textContent=m.display_name||m.mode_id; sel.appendChild(o); }
+}
+
+async function loadConfig(){
+  const cfg = await jget(`${API}/config`);
+  selectedModes = new Set(cfg.modes||[]);
+  document.querySelectorAll("#modes .chip").forEach(c=>{ if(selectedModes.has(c.dataset.id)) c.classList.add("on"); });
+  $("cfg-strategy").value = cfg.refresh_strategy||"random";
+  $("cfg-interval").value = cfg.refresh_interval||60;
+  $("cfg-city").value = cfg.city||"";
+  $("cfg-language").value = cfg.language||"zh";
+  $("cfg-tone").value = cfg.content_tone||"neutral";
+  $("cfg-memo").value = cfg.memo_text||"";
+  $("cfg-focus").checked = !!cfg.focus_listening;
+  $("cfg-active").checked = !!cfg.always_active;
+  const llmModel = $("llm-model");
+  if(llmModel) llmModel.value = cfg.llm_model || "";
+}
+
+async function saveConfig(){
+  const patch = {
+    modes: [...selectedModes],
+    refresh_strategy: $("cfg-strategy").value,
+    refresh_interval: parseInt($("cfg-interval").value||60),
+    city: $("cfg-city").value,
+    language: $("cfg-language").value,
+    content_tone: $("cfg-tone").value,
+    memo_text: $("cfg-memo").value,
+    focus_listening: $("cfg-focus").checked?1:0,
+    always_active: $("cfg-active").checked?1:0,
+  };
+  const r = await jpost(`${API}/config`, patch, "PUT");
+  flash($("cfg-status"), r.ok?"已保存":"失败", r.ok);
+}
+
+async function loadKey(){
+  const k = await jget(`${API}/llm-key`);
+  $("llm-provider").value = k.provider||"deepseek";
+  $("llm-baseurl").value = k.base_url||"";
+  const llmModel = $("llm-model");
+  if(llmModel) llmModel.value = k.model || "";
+  $("llm-key").placeholder = k.has_api_key ? "（已保存，留空保留）" : "";
+  $("llm-imgkey").placeholder = k.has_image_api_key ? "（已保存，留空保留）" : "";
+}
+
+async function saveKey(){
+  const provider = $("llm-provider").value;
+  const baseUrl = $("llm-baseurl").value.trim();
+  const model = $("llm-model")?.value.trim() || "";
+
+  if(provider === "openai_compat"){
+    if(!baseUrl){
+      flash($("key-status"), "openai_compat 需要填写 Base URL", false);
+      return;
+    }
+    if(!model){
+      flash($("key-status"), "openai_compat 需要填写模型名", false);
+      return;
+    }
+  }
+
+  const patch = { provider, base_url: baseUrl, model };
+  if($("llm-key").value) patch.api_key = $("llm-key").value;
+  if($("llm-imgkey").value) patch.image_api_key = $("llm-imgkey").value;
+
+  const r = await jpost(`${API}/llm-key`, patch, "PUT");
+  flash($("key-status"), r.ok ? "已保存" : "保存失败", r.ok);
+  if(r.ok){
+    $("llm-key").value = "";
+    $("llm-imgkey").value = "";
+    loadKey();
+    loadConfig();
+  }
+}
+
+async function doPreview(){
+  $("preview").src = `/api/preview?mode=${encodeURIComponent($("prev-mode").value)}&as_png=1&_=${Date.now()}`;
+}
+
+async function doRefresh(){
+  const r = await jpost(`${API}/refresh`, {});
+  flash($("op-status"), r.ok?"已触发":"失败", r.ok);
+  setTimeout(loadStatus, 500);
+}
+async function exitActive(){
+  const r = await jpost(`${API}/runtime`, {mode:"interval"});
+  flash($("op-status"), r.ok?"已退出活跃":"失败", r.ok);
+  setTimeout(loadStatus, 500);
+}
+
+async function loadAlert(){
+  try{
+    const a = await jget(`${API}/alert`);
+    $("alert-active").checked = !!a.active;
+    $("alert-text").value = a.text || "";
+  }catch(e){}
+}
+async function saveAlert(){
+  const r = await jpost(`${API}/alert`, {active:$("alert-active").checked, text:$("alert-text").value}, "PUT");
+  flash($("alert-status"), r.ok?"已保存":"失败", r.ok);
+}
+
+async function otaSet(){
+  const fileInput = $("ota-file");
+  if(fileInput.files.length){
+    const fd = new FormData();
+    fd.append("file", fileInput.files[0]);
+    const r = await fetch(`${API}/ota/upload`, {method:"POST", body:fd});
+    const data = await r.json().catch(()=>({}));
+    flash($("ota-status"), r.ok?`已下发: ${data.url||''}`:`失败 ${r.status}`, r.ok);
+    return;
+  }
+  const url = $("ota-url").value.trim();
+  if(!url){ flash($("ota-status"),"请选择文件或填 URL",false); return; }
+  const r = await jpost(`${API}/ota/set`, {ota_url:url, ota_version:$("ota-version").value||""});
+  flash($("ota-status"), r.ok?"已下发":"失败", r.ok);
+}
+
+(async function init(){
+  await loadModes();
+  await Promise.all([loadConfig(), loadKey(), loadAlert(), loadStatus()]);
+  doPreview();
+  setInterval(loadStatus, 10000);
+})();
\ No newline at end of file
diff --git a/backend-lite/static/index.html b/backend-lite/static/index.html
new file mode 100644
index 00000000..5c0a4357
--- /dev/null
+++ b/backend-lite/static/index.html
@@ -0,0 +1,854 @@
+<!doctype html>
+<html lang="zh-CN">
+<head>
+<meta charset="utf-8">
+<title>InkSight · backend-lite</title>
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<style>
+  :root {
+    --canvas: #f3f1eb;
+    --canvas-deep: #e9e6dd;
+    --panel: rgba(255, 254, 250, .94);
+    --panel-solid: #fffefa;
+    --ink: #182329;
+    --ink-soft: #536067;
+    --ink-faint: #7c878b;
+    --line: #deded5;
+    --line-strong: #c9cbc1;
+    --accent: #0f766e;
+    --accent-deep: #0a5f59;
+    --accent-soft: #e1f1ec;
+    --warning: #b45309;
+    --warning-soft: #fff1d6;
+    --danger: #b42318;
+    --success: #13795b;
+    --shadow: 0 18px 50px rgba(38, 46, 44, .08), 0 2px 8px rgba(38, 46, 44, .04);
+    --radius: 18px;
+  }
+
+  * { box-sizing: border-box; }
+
+  html { min-width: 320px; }
+
+  body {
+    margin: 0;
+    min-height: 100vh;
+    color: var(--ink);
+    background:
+      radial-gradient(circle at 8% 0%, rgba(208, 229, 218, .52), transparent 30rem),
+      radial-gradient(circle at 100% 15%, rgba(226, 216, 187, .42), transparent 26rem),
+      var(--canvas);
+    font: 14px/1.55 -apple-system, BlinkMacSystemFont, "SF Pro Text", "PingFang SC", "Helvetica Neue", sans-serif;
+    -webkit-font-smoothing: antialiased;
+  }
+
+  button, input, select, textarea { font: inherit; }
+  button { -webkit-tap-highlight-color: transparent; }
+
+  .page-shell {
+    width: min(1240px, calc(100% - 40px));
+    margin: 0 auto;
+    padding: 34px 0 56px;
+  }
+
+  .topbar {
+    display: flex;
+    align-items: flex-end;
+    justify-content: space-between;
+    gap: 28px;
+    margin-bottom: 22px;
+  }
+
+  .brand-kicker,
+  .panel-kicker {
+    margin: 0 0 6px;
+    color: var(--accent);
+    font-size: 10px;
+    font-weight: 800;
+    letter-spacing: .16em;
+    text-transform: uppercase;
+  }
+
+  .brand-title {
+    display: flex;
+    align-items: baseline;
+    flex-wrap: wrap;
+    gap: 10px;
+    margin: 0;
+    color: var(--ink);
+    font-size: clamp(26px, 3vw, 38px);
+    font-weight: 760;
+    letter-spacing: -.045em;
+    line-height: 1.05;
+  }
+
+  .brand-title span {
+    color: var(--ink-faint);
+    font-size: 13px;
+    font-weight: 550;
+    letter-spacing: 0;
+  }
+
+  .top-meta {
+    display: flex;
+    align-items: center;
+    gap: 8px;
+    color: var(--ink-soft);
+    font-size: 12px;
+    white-space: nowrap;
+  }
+
+  .meta-dot {
+    width: 8px;
+    height: 8px;
+    border-radius: 50%;
+    background: var(--accent);
+    box-shadow: 0 0 0 5px var(--accent-soft);
+  }
+
+  .status-bar {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    gap: 18px;
+    min-height: 76px;
+    margin-bottom: 22px;
+    padding: 16px 20px;
+    overflow: hidden;
+    border: 1px solid rgba(15, 118, 110, .18);
+    border-radius: var(--radius);
+    background: linear-gradient(110deg, rgba(239, 250, 245, .9), rgba(255, 254, 250, .9));
+    box-shadow: 0 8px 24px rgba(24, 65, 55, .06);
+  }
+
+  .status-content { min-width: 0; flex: 1; }
+
+  .status-loading,
+  .status-empty {
+    color: var(--ink-soft);
+    font-size: 13px;
+  }
+
+  .status-main {
+    display: flex;
+    align-items: center;
+    flex-wrap: wrap;
+    gap: 8px 12px;
+  }
+
+  .status-title {
+    font-weight: 750;
+    letter-spacing: -.01em;
+  }
+
+  .status-mac {
+    color: var(--ink-soft);
+    font-family: ui-monospace, SFMono-Regular, Menlo, monospace;
+    font-size: 11px;
+  }
+
+  .status-badge,
+  .status-chip {
+    display: inline-flex;
+    align-items: center;
+    gap: 6px;
+    min-height: 24px;
+    padding: 3px 9px;
+    border-radius: 999px;
+    background: rgba(255, 255, 255, .76);
+    color: var(--ink-soft);
+    font-size: 11px;
+    font-weight: 650;
+    white-space: nowrap;
+  }
+
+  .status-badge::before {
+    width: 6px;
+    height: 6px;
+    border-radius: 50%;
+    background: currentColor;
+    content: "";
+  }
+
+  .status-badge.is-online { color: var(--success); }
+  .status-badge.is-offline { color: var(--danger); }
+
+  .status-facts {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 5px 16px;
+    margin-top: 6px;
+    color: var(--ink-soft);
+    font-size: 11px;
+  }
+
+  .status-facts strong { color: var(--ink); font-weight: 700; }
+
+  .status-side {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    width: 52px;
+    height: 52px;
+    flex: 0 0 52px;
+    border: 1px solid rgba(15, 118, 110, .15);
+    border-radius: 14px;
+    background: rgba(255, 255, 255, .58);
+    color: var(--accent);
+    font-size: 22px;
+  }
+
+  .dashboard-grid {
+    display: grid;
+    grid-template-columns: minmax(0, 1.1fr) minmax(360px, .9fr);
+    align-items: start;
+    gap: 22px;
+  }
+
+  .settings-column,
+  .live-column {
+    display: grid;
+    gap: 18px;
+    min-width: 0;
+  }
+
+  .live-column {
+    position: sticky;
+    top: 20px;
+  }
+
+  .panel {
+    overflow: hidden;
+    border: 1px solid rgba(33, 43, 43, .1);
+    border-radius: var(--radius);
+    background: var(--panel);
+    box-shadow: var(--shadow);
+  }
+
+  .panel-header {
+    display: flex;
+    align-items: flex-start;
+    justify-content: space-between;
+    gap: 16px;
+    padding: 20px 22px 15px;
+    border-bottom: 1px solid rgba(33, 43, 43, .08);
+  }
+
+  .panel-title {
+    margin: 0;
+    color: var(--ink);
+    font-size: 17px;
+    font-weight: 760;
+    letter-spacing: -.025em;
+    line-height: 1.2;
+  }
+
+  .panel-description {
+    max-width: 420px;
+    margin: 5px 0 0;
+    color: var(--ink-faint);
+    font-size: 12px;
+    line-height: 1.5;
+  }
+
+  .panel-mark {
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    width: 32px;
+    height: 32px;
+    flex: 0 0 32px;
+    border-radius: 10px;
+    background: var(--accent-soft);
+    color: var(--accent-deep);
+    font-size: 15px;
+    font-weight: 800;
+  }
+
+  .panel-body { padding: 19px 22px 22px; }
+  .panel-footer {
+    display: flex;
+    align-items: center;
+    flex-wrap: wrap;
+    gap: 10px;
+    padding: 0 22px 20px;
+  }
+
+  .field-grid {
+    display: grid;
+    gap: 15px;
+  }
+
+  .field-grid.two { grid-template-columns: repeat(2, minmax(0, 1fr)); }
+  .field-grid.three { grid-template-columns: repeat(3, minmax(0, 1fr)); }
+
+  .field { min-width: 0; }
+
+  .field-label {
+    display: block;
+    margin: 0 0 7px;
+    color: var(--ink-soft);
+    font-size: 11px;
+    font-weight: 760;
+    letter-spacing: .02em;
+  }
+
+  .field-hint {
+    margin: 6px 0 0;
+    color: var(--ink-faint);
+    font-size: 11px;
+    line-height: 1.45;
+  }
+
+  .control {
+    width: 100%;
+    min-height: 40px;
+    padding: 9px 11px;
+    border: 1px solid var(--line);
+    border-radius: 10px;
+    outline: none;
+    background: rgba(255, 255, 255, .72);
+    color: var(--ink);
+    transition: border-color .16s ease, box-shadow .16s ease, background .16s ease;
+  }
+
+  .control:hover { border-color: var(--line-strong); background: var(--panel-solid); }
+  .control:focus {
+    border-color: rgba(15, 118, 110, .66);
+    background: var(--panel-solid);
+    box-shadow: 0 0 0 4px rgba(15, 118, 110, .11);
+  }
+
+  textarea.control { min-height: 82px; resize: vertical; }
+  input[type="file"].control { padding: 7px; }
+  input[type="file"].control::file-selector-button {
+    margin-right: 8px;
+    padding: 6px 9px;
+    border: 0;
+    border-radius: 7px;
+    background: var(--canvas-deep);
+    color: var(--ink);
+    cursor: pointer;
+    font: inherit;
+    font-size: 12px;
+  }
+
+  .section-block + .section-block {
+    margin-top: 21px;
+    padding-top: 20px;
+    border-top: 1px dashed var(--line);
+  }
+
+  .section-heading {
+    display: flex;
+    align-items: baseline;
+    justify-content: space-between;
+    gap: 14px;
+    margin-bottom: 12px;
+  }
+
+  .section-title {
+    margin: 0;
+    color: var(--ink);
+    font-size: 13px;
+    font-weight: 760;
+  }
+
+  .section-note {
+    color: var(--ink-faint);
+    font-size: 11px;
+  }
+
+  .mode-list {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 8px;
+  }
+
+  .chip {
+    padding: 7px 11px;
+    border: 1px solid var(--line);
+    border-radius: 999px;
+    background: rgba(255, 255, 255, .58);
+    color: var(--ink-soft);
+    cursor: pointer;
+    font-size: 12px;
+    font-weight: 650;
+    user-select: none;
+    transition: border-color .16s ease, background .16s ease, color .16s ease, transform .16s ease;
+  }
+
+  .chip:hover { border-color: rgba(15, 118, 110, .45); transform: translateY(-1px); }
+  .chip.on { border-color: var(--accent); background: var(--accent); color: #fff; }
+
+  .check-list {
+    display: grid;
+    gap: 10px;
+  }
+
+  .check-list.two { grid-template-columns: repeat(2, minmax(0, 1fr)); }
+
+  .check-row {
+    display: flex;
+    align-items: flex-start;
+    gap: 10px;
+    min-width: 0;
+    margin: 0;
+    padding: 12px 13px;
+    border: 1px solid var(--line);
+    border-radius: 12px;
+    background: rgba(255, 255, 255, .48);
+    color: var(--ink);
+    cursor: pointer;
+    font-weight: 400;
+    transition: border-color .16s ease, background .16s ease;
+  }
+
+  .check-row:hover { border-color: rgba(15, 118, 110, .42); background: var(--panel-solid); }
+
+  .check-row input[type="checkbox"],
+  .check-row input[type="radio"] {
+    width: 16px;
+    height: 16px;
+    flex: 0 0 16px;
+    margin: 2px 0 0;
+    padding: 0;
+    accent-color: var(--accent);
+  }
+
+  .check-copy {
+    display: flex;
+    flex-direction: column;
+    min-width: 0;
+    gap: 2px;
+  }
+
+  .check-copy strong { font-size: 12px; font-weight: 760; line-height: 1.35; }
+  .check-copy small { color: var(--ink-faint); font-size: 11px; line-height: 1.45; }
+
+  .button {
+    display: inline-flex;
+    align-items: center;
+    justify-content: center;
+    min-height: 38px;
+    padding: 8px 14px;
+    border: 1px solid transparent;
+    border-radius: 10px;
+    cursor: pointer;
+    font-size: 12px;
+    font-weight: 760;
+    letter-spacing: .01em;
+    transition: transform .16s ease, box-shadow .16s ease, background .16s ease;
+  }
+
+  .button:hover { transform: translateY(-1px); }
+  .button:active { transform: translateY(0); }
+  .button-primary { background: var(--accent); color: #fff; box-shadow: 0 5px 12px rgba(15, 118, 110, .18); }
+  .button-primary:hover { background: var(--accent-deep); }
+  .button-secondary { border-color: var(--line); background: rgba(255, 255, 255, .62); color: var(--ink); }
+  .button-secondary:hover { border-color: var(--line-strong); background: var(--panel-solid); }
+  .button-warning { background: var(--warning); color: #fff; box-shadow: 0 5px 12px rgba(180, 83, 9, .16); }
+
+  .inline-status {
+    min-height: 18px;
+    color: var(--ink-faint);
+    font-size: 11px;
+  }
+
+  .inline-status:empty { display: none; }
+  .inline-status.is-ok { color: var(--success); }
+  .inline-status.is-error { color: var(--danger); }
+
+  .preview-panel .panel-body { padding-bottom: 16px; }
+
+  .preview-toolbar {
+    display: grid;
+    grid-template-columns: minmax(0, 1fr) auto;
+    align-items: end;
+    gap: 10px;
+    margin-bottom: 17px;
+  }
+
+  .preview-frame {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    width: 100%;
+    min-height: 240px;
+    aspect-ratio: 4 / 3;
+    overflow: hidden;
+    border: 1px solid var(--line);
+    border-radius: 14px;
+    background:
+      linear-gradient(45deg, #f0eee8 25%, transparent 25%),
+      linear-gradient(-45deg, #f0eee8 25%, transparent 25%),
+      linear-gradient(45deg, transparent 75%, #f0eee8 75%),
+      linear-gradient(-45deg, transparent 75%, #f0eee8 75%),
+      #faf9f5;
+    background-position: 0 0, 0 6px, 6px -6px, -6px 0;
+    background-size: 12px 12px;
+  }
+
+  #preview {
+    display: block;
+    width: min(100%, 400px);
+    max-height: 100%;
+    object-fit: contain;
+    border: 1px solid rgba(24, 35, 41, .12);
+    background: #fff;
+    box-shadow: 0 10px 24px rgba(38, 46, 44, .12);
+  }
+
+  .panel-note {
+    margin: 12px 0 0;
+    color: var(--ink-faint);
+    font-size: 11px;
+  }
+
+  .device-state {
+    min-height: 100px;
+    padding: 13px;
+    border: 1px solid var(--line);
+    border-radius: 12px;
+    background: rgba(248, 248, 243, .8);
+  }
+
+  .device-state-empty { color: var(--ink-faint); font-size: 12px; }
+
+  .device-state-grid {
+    display: grid;
+    grid-template-columns: repeat(2, minmax(0, 1fr));
+    gap: 10px;
+  }
+
+  .state-item { min-width: 0; }
+  .state-label { display: block; margin-bottom: 2px; color: var(--ink-faint); font-size: 10px; }
+  .state-value { display: block; overflow: hidden; color: var(--ink); font-size: 12px; font-weight: 720; text-overflow: ellipsis; white-space: nowrap; }
+  .state-value.mono { font-family: ui-monospace, SFMono-Regular, Menlo, monospace; font-size: 10px; }
+
+  .action-row { display: flex; flex-wrap: wrap; gap: 9px; }
+
+  .subtle-panel {
+    background: rgba(255, 254, 250, .76);
+    box-shadow: 0 10px 30px rgba(38, 46, 44, .05);
+  }
+
+  .alert-callout {
+    margin-top: 12px;
+    padding: 10px 12px;
+    border-radius: 10px;
+    background: var(--warning-soft);
+    color: var(--warning);
+    font-size: 11px;
+    line-height: 1.45;
+  }
+
+  .muted { color: var(--ink-faint); font-size: 11px; }
+  .ok { color: var(--success); }
+  .err { color: var(--danger); }
+
+  @media (max-width: 980px) {
+    .dashboard-grid { grid-template-columns: 1fr; }
+    .live-column { position: static; }
+    .preview-frame { min-height: 260px; }
+  }
+
+  @media (max-width: 620px) {
+    .page-shell { width: min(100% - 24px, 560px); padding-top: 22px; }
+    .topbar { align-items: flex-start; flex-direction: column; gap: 12px; }
+    .status-bar { align-items: flex-start; padding: 14px 15px; }
+    .status-side { display: none; }
+    .panel-header { padding: 17px 16px 13px; }
+    .panel-body { padding: 16px; }
+    .panel-footer { padding: 0 16px 17px; }
+    .field-grid.two,
+    .field-grid.three,
+    .check-list.two { grid-template-columns: 1fr; }
+    .preview-toolbar { grid-template-columns: 1fr; align-items: stretch; }
+    .preview-toolbar .button { width: 100%; }
+    .preview-frame { min-height: 0; }
+    .device-state-grid { grid-template-columns: 1fr 1fr; }
+  }
+</style>
+</head>
+<body>
+  <div class="page-shell">
+    <header class="topbar">
+      <div>
+        <p class="brand-kicker">InkSight / Local Control Plane</p>
+        <h1 class="brand-title">backend-lite <span>单设备管理</span></h1>
+      </div>
+      <div class="top-meta"><span class="meta-dot"></span>局域网免认证 · 400×300 · 4 色</div>
+    </header>
+
+    <section class="status-bar" aria-live="polite">
+      <div id="status" class="status-content"><div class="status-loading">正在读取设备状态…</div></div>
+      <div class="status-side" aria-hidden="true">墨</div>
+    </section>
+
+    <main class="dashboard-grid">
+      <section class="settings-column" aria-label="设置">
+        <article class="panel">
+          <div class="panel-header">
+            <div>
+              <p class="panel-kicker">01 / Provider</p>
+              <h2 class="panel-title">LLM 设置</h2>
+              <p class="panel-description">API Key 会加密保存到本地数据库，仅用于内容生成。</p>
+            </div>
+            <div class="panel-mark">AI</div>
+          </div>
+          <div class="panel-body">
+            <div class="field-grid two">
+              <div class="field">
+                <label class="field-label" for="llm-provider">Provider</label>
+                <select class="control" id="llm-provider">
+                  <option value="deepseek">deepseek</option>
+                  <option value="aliyun">aliyun (DashScope)</option>
+                  <option value="moonshot">moonshot</option>
+                  <option value="openai_compat">openai_compat</option>
+                </select>
+              </div>
+              <div class="field">
+                <label class="field-label" for="llm-model">模型名</label>
+                <input class="control" id="llm-model" placeholder="例如: gpt-4o-mini / qwen-plus / kimi-k2">
+              </div>
+            </div>
+            <div class="field-grid two" style="margin-top:15px">
+              <div class="field">
+                <label class="field-label" for="llm-baseurl">Base URL <span class="muted">（兼容模式）</span></label>
+                <input class="control" id="llm-baseurl" placeholder="https://api.example.com/v1">
+              </div>
+              <div class="field">
+                <label class="field-label" for="llm-key">API Key</label>
+                <input class="control" id="llm-key" type="password" placeholder="未设置时留空则保留已存值">
+              </div>
+            </div>
+            <div class="field-grid" style="margin-top:15px">
+              <div class="field">
+                <label class="field-label" for="llm-imgkey">Image API Key <span class="muted">（可选）</span></label>
+                <input class="control" id="llm-imgkey" type="password" placeholder="图像生成 key">
+              </div>
+            </div>
+          </div>
+          <div class="panel-footer">
+            <button class="button button-primary" type="button" onclick="saveKey()">保存 LLM 设置</button>
+            <span id="key-status" class="inline-status" aria-live="polite"></span>
+          </div>
+        </article>
+
+        <article class="panel">
+          <div class="panel-header">
+            <div>
+              <p class="panel-kicker">02 / Device Profile</p>
+              <h2 class="panel-title">设备配置</h2>
+              <p class="panel-description">选择屏幕上轮换的内容，以及设备的更新节奏。</p>
+            </div>
+            <div class="panel-mark">设</div>
+          </div>
+          <div class="panel-body">
+            <div class="section-block">
+              <div class="section-heading">
+                <h3 class="section-title">内容模式</h3>
+                <span class="section-note">点击启用 / 取消</span>
+              </div>
+              <div id="modes" class="mode-list"></div>
+            </div>
+
+            <div class="section-block">
+              <div class="section-heading">
+                <h3 class="section-title">刷新与位置</h3>
+                <span class="section-note">设备下一次取图时生效</span>
+              </div>
+              <div class="field-grid two">
+                <div class="field">
+                  <label class="field-label" for="cfg-strategy">刷新策略</label>
+                  <select class="control" id="cfg-strategy">
+                    <option value="random">随机</option>
+                    <option value="cycle">顺序轮换</option>
+                    <option value="time_slot">按时间段</option>
+                    <option value="smart">智能时段</option>
+                  </select>
+                </div>
+                <div class="field">
+                  <label class="field-label" for="cfg-interval">刷新间隔 <span class="muted">（10–1440 分钟）</span></label>
+                  <input class="control" id="cfg-interval" type="number" min="10" max="1440">
+                </div>
+                <div class="field">
+                  <label class="field-label" for="cfg-city">城市</label>
+                  <input class="control" id="cfg-city" placeholder="杭州">
+                </div>
+                <div class="field">
+                  <label class="field-label" for="cfg-language">内容语言</label>
+                  <select class="control" id="cfg-language">
+                    <option value="zh">中文</option>
+                    <option value="en">English</option>
+                  </select>
+                </div>
+              </div>
+            </div>
+
+            <div class="section-block">
+              <div class="section-heading">
+                <h3 class="section-title">内容偏好</h3>
+                <span class="section-note">影响生成语气与上下文</span>
+              </div>
+              <div class="field-grid two">
+                <div class="field">
+                  <label class="field-label" for="cfg-tone">内容语气</label>
+                  <select class="control" id="cfg-tone">
+                    <option value="neutral">平衡</option>
+                    <option value="positive">积极</option>
+                    <option value="deep">深度</option>
+                    <option value="humor">幽默</option>
+                  </select>
+                </div>
+                <div class="field">
+                  <label class="field-label" for="cfg-memo">备忘 memo</label>
+                  <textarea class="control" id="cfg-memo" placeholder="可选：补充给内容生成的长期信息"></textarea>
+                </div>
+              </div>
+            </div>
+
+            <div class="section-block">
+              <div class="section-heading">
+                <h3 class="section-title">运行开关</h3>
+                <span class="section-note">影响设备在线行为</span>
+              </div>
+              <div class="check-list two">
+                <label class="check-row" for="cfg-focus">
+                  <input id="cfg-focus" type="checkbox">
+                  <span class="check-copy">
+                    <strong>专注监听</strong>
+                    <small>开启焦点提醒轮询。</small>
+                  </span>
+                </label>
+                <label class="check-row" for="cfg-active">
+                  <input id="cfg-active" type="checkbox">
+                  <span class="check-copy">
+                    <strong>始终活跃</strong>
+                    <small>保持设备在线，支持即时操作。</small>
+                  </span>
+                </label>
+              </div>
+            </div>
+          </div>
+          <div class="panel-footer">
+            <button class="button button-primary" type="button" onclick="saveConfig()">保存设备配置</button>
+            <span id="cfg-status" class="inline-status" aria-live="polite"></span>
+          </div>
+        </article>
+
+        <article class="panel subtle-panel">
+          <div class="panel-header">
+            <div>
+              <p class="panel-kicker">03 / Focus</p>
+              <h2 class="panel-title">焦点提醒</h2>
+              <p class="panel-description">专注监听开启后，设备会定期拉取提醒图。</p>
+            </div>
+            <div class="panel-mark">醒</div>
+          </div>
+          <div class="panel-body">
+            <label class="check-row" for="alert-active">
+              <input id="alert-active" type="checkbox">
+              <span class="check-copy">
+                <strong>启用提醒</strong>
+                <small>开启后设备约 10 秒内拉取最新提醒。</small>
+              </span>
+            </label>
+            <div class="field" style="margin-top:14px">
+              <label class="field-label" for="alert-text">提醒文字 <span class="muted">（最多 64 字）</span></label>
+              <input class="control" id="alert-text" placeholder="该喝水了">
+            </div>
+            <div class="alert-callout">提醒图会覆盖当前屏幕内容，关闭后设备恢复正常内容。</div>
+          </div>
+          <div class="panel-footer">
+            <button class="button button-secondary" type="button" onclick="saveAlert()">保存提醒</button>
+            <span id="alert-status" class="inline-status" aria-live="polite"></span>
+          </div>
+        </article>
+
+        <article class="panel subtle-panel">
+          <div class="panel-header">
+            <div>
+              <p class="panel-kicker">04 / Firmware</p>
+              <h2 class="panel-title">OTA 固件更新</h2>
+              <p class="panel-description">上传固件或提供设备可访问的下载地址。</p>
+            </div>
+            <div class="panel-mark">固</div>
+          </div>
+          <div class="panel-body">
+            <div class="field-grid two">
+              <div class="field">
+                <label class="field-label" for="ota-file">本地 bin 文件</label>
+                <input class="control" id="ota-file" type="file" accept=".bin">
+              </div>
+              <div class="field">
+                <label class="field-label" for="ota-version">版本号 <span class="muted">（可选）</span></label>
+                <input class="control" id="ota-version" placeholder="v0.6.1">
+              </div>
+            </div>
+            <div class="field" style="margin-top:15px">
+              <label class="field-label" for="ota-url">或固件 URL</label>
+              <input class="control" id="ota-url" placeholder="http://<本机IP>:8090/api/admin/ota/file/xxx.bin">
+            </div>
+          </div>
+          <div class="panel-footer">
+            <button class="button button-warning" type="button" onclick="otaSet()">下发 OTA</button>
+            <span id="ota-status" class="inline-status" aria-live="polite"></span>
+          </div>
+        </article>
+      </section>
+
+      <aside class="live-column" aria-label="实时面板">
+        <article class="panel preview-panel">
+          <div class="panel-header">
+            <div>
+              <p class="panel-kicker">Live Preview</p>
+              <h2 class="panel-title">屏幕预览</h2>
+              <p class="panel-description">固定模拟 4.2 英寸屏幕：400×300 / 黑白红黄 4 色。</p>
+            </div>
+            <div class="panel-mark">看</div>
+          </div>
+          <div class="panel-body">
+            <div class="preview-toolbar">
+              <div class="field">
+                <label class="field-label" for="prev-mode">预览模式</label>
+                <select class="control" id="prev-mode"></select>
+              </div>
+              <button class="button button-primary" type="button" onclick="doPreview()">生成预览</button>
+            </div>
+            <div class="preview-frame">
+              <img id="preview" alt="InkSight 屏幕预览">
+            </div>
+            <p class="panel-note">预览使用当前 LLM 和设备配置，不会改变设备运行状态。</p>
+          </div>
+        </article>
+
+        <article class="panel">
+          <div class="panel-header">
+            <div>
+              <p class="panel-kicker">Device Control</p>
+              <h2 class="panel-title">设备操作</h2>
+              <p class="panel-description">远程触发刷新，或让在线设备退出活跃模式。</p>
+            </div>
+            <div class="panel-mark">控</div>
+          </div>
+          <div class="panel-body">
+            <div id="device-state" class="device-state" aria-live="polite">
+              <div class="device-state-empty">等待设备状态…</div>
+            </div>
+          </div>
+          <div class="panel-footer">
+            <div class="action-row">
+              <button class="button button-primary" type="button" onclick="doRefresh()">触发刷新</button>
+              <button class="button button-secondary" type="button" onclick="exitActive()">退出活跃</button>
+            </div>
+            <span id="op-status" class="inline-status" aria-live="polite"></span>
+          </div>
+        </article>
+      </aside>
+    </main>
+  </div>
+<script src="/static/app.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/backend-lite/store/__init__.py b/backend-lite/store/__init__.py
new file mode 100644
index 00000000..a2dcfa2a
--- /dev/null
+++ b/backend-lite/store/__init__.py
@@ -0,0 +1 @@
+"""backend-lite store 包标记。"""
\ No newline at end of file
diff --git a/backend-lite/store/config_store.py b/backend-lite/store/config_store.py
new file mode 100644
index 00000000..29c455fd
--- /dev/null
+++ b/backend-lite/store/config_store.py
@@ -0,0 +1,194 @@
+"""单设备配置 + 设备运行状态 CRUD。"""
+from __future__ import annotations
+
+import json
+from datetime import datetime
+from typing import Any
+
+from .db import get_conn, _lock
+
+# ---------------- config（单行） ----------------
+
+_CONFIG_INT_FIELDS = {"refresh_interval", "focus_listening", "always_active"}
+_CONFIG_JSON_FIELDS = {"time_slot_rules", "countdown_events", "mode_overrides"}
+_CONFIG_FLOAT_FIELDS = {"latitude", "longitude"}
+
+
+def get_config() -> dict[str, Any]:
+    with _lock:
+        row = get_conn().execute("SELECT * FROM config WHERE id=1").fetchone()
+    if row is None:
+        return {}
+    cfg = dict(row)
+    for k in _CONFIG_JSON_FIELDS:
+        try:
+            cfg[k] = json.loads(cfg.get(k) or "[]") if k != "mode_overrides" else json.loads(cfg.get(k) or "{}")
+        except (ValueError, TypeError):
+            cfg[k] = [] if k != "mode_overrides" else {}
+    # modes 存 CSV
+    cfg["modes"] = [m.strip() for m in (cfg.get("modes") or "").split(",") if m.strip()]
+    return cfg
+
+
+def update_config(patch: dict[str, Any]) -> dict[str, Any]:
+    """部分更新 config 单行。未知字段忽略。"""
+    allowed = {
+        "modes", "refresh_strategy", "refresh_interval", "city",
+        "latitude", "longitude", "language", "content_tone",
+        "time_slot_rules", "countdown_events", "memo_text",
+        "focus_listening", "always_active",
+        "llm_provider", "llm_model", "image_provider", "image_model",
+        "mode_overrides",
+    }
+    sets: list[str] = []
+    vals: list[Any] = []
+    for k, v in patch.items():
+        if k not in allowed:
+            continue
+        if k in _CONFIG_INT_FIELDS and not isinstance(v, int):
+            v = int(bool(v))
+        if k == "modes" and isinstance(v, list):
+            v = ",".join(m.strip() for m in v if str(m).strip())
+        if k in _CONFIG_JSON_FIELDS:
+            v = json.dumps(v, ensure_ascii=False)
+        if k in _CONFIG_FLOAT_FIELDS and v is not None:
+            v = float(v)
+        sets.append(f"{k}=?")
+        vals.append(v)
+    if not sets:
+        return get_config()
+    with _lock:
+        conn = get_conn()
+        conn.execute(f"UPDATE config SET {', '.join(sets)} WHERE id=1", vals)
+        conn.commit()
+    return get_config()
+
+
+# ---------------- device_state（按 mac，单用户实际只有一行） ----------------
+
+def get_state(mac: str) -> dict[str, Any]:
+    with _lock:
+        row = get_conn().execute(
+            "SELECT * FROM device_state WHERE mac=?", (mac,)
+        ).fetchone()
+    if row is None:
+        return {
+            "mac": mac, "pending_refresh": 0, "pending_mode": "",
+            "runtime_mode": "interval", "cycle_index": 0, "last_persona": "",
+            "last_refresh_at": "", "auth_token": "", "ota_url": "", "ota_version": "",
+        }
+    return dict(row)
+
+
+def upsert_state(mac: str, **patch: Any) -> dict[str, Any]:
+    allowed = {
+        "pending_refresh", "pending_mode", "runtime_mode", "cycle_index",
+        "last_persona", "last_refresh_at", "auth_token", "ota_url", "ota_version",
+    }
+    cur = get_state(mac)
+    cur.update({k: v for k, v in patch.items() if k in allowed})
+    with _lock:
+        conn = get_conn()
+        conn.execute(
+            """INSERT INTO device_state (mac, pending_refresh, pending_mode, runtime_mode,
+               cycle_index, last_persona, last_refresh_at, auth_token, ota_url, ota_version)
+               VALUES (?,?,?,?,?,?,?,?,?,?)
+               ON CONFLICT(mac) DO UPDATE SET
+                 pending_refresh=excluded.pending_refresh,
+                 pending_mode=excluded.pending_mode,
+                 runtime_mode=excluded.runtime_mode,
+                 cycle_index=excluded.cycle_index,
+                 last_persona=excluded.last_persona,
+                 last_refresh_at=excluded.last_refresh_at,
+                 auth_token=excluded.auth_token,
+                 ota_url=excluded.ota_url,
+                 ota_version=excluded.ota_version""",
+            (mac, cur["pending_refresh"], cur["pending_mode"], cur["runtime_mode"],
+             cur["cycle_index"], cur["last_persona"], cur["last_refresh_at"],
+             cur["auth_token"], cur["ota_url"], cur["ota_version"]),
+        )
+        conn.commit()
+    return cur
+
+
+def consume_pending_refresh(mac: str) -> bool:
+    """读取并清除 pending_refresh。"""
+    s = get_state(mac)
+    if s.get("pending_refresh"):
+        upsert_state(mac, pending_refresh=0)
+        return True
+    return False
+
+
+def consume_pending_mode(mac: str) -> str | None:
+    """读取并清除 pending_mode。"""
+    s = get_state(mac)
+    pm = s.get("pending_mode") or ""
+    if pm:
+        upsert_state(mac, pending_mode="")
+        return pm
+    return None
+
+
+def advance_cycle(mac: str, modes: list[str]) -> tuple[int, str]:
+    """推进 cycle_index，返回 (新 idx, 选中 persona)。"""
+    if not modes:
+        return 0, "STOIC"
+    s = get_state(mac)
+    idx = int(s.get("cycle_index") or 0)
+    persona = modes[idx % len(modes)]
+    upsert_state(mac, cycle_index=idx + 1, last_persona=persona,
+                 last_refresh_at=datetime.now().isoformat(timespec="seconds"))
+    return idx, persona
+
+
+# ---------------- heartbeats ----------------
+
+def add_heartbeat(mac: str, battery_voltage: float, wifi_rssi: int) -> None:
+    ts = datetime.now().isoformat(timespec="seconds")
+    with _lock:
+        conn = get_conn()
+        conn.execute(
+            "INSERT OR REPLACE INTO heartbeats (mac, ts, battery_voltage, wifi_rssi) VALUES (?,?,?,?)",
+            (mac, ts, battery_voltage, wifi_rssi),
+        )
+        # 滚动保留最近 100 条/设备
+        conn.execute(
+            """DELETE FROM heartbeats WHERE mac=? AND ts NOT IN (
+                 SELECT ts FROM heartbeats WHERE mac=? ORDER BY ts DESC LIMIT 100)""",
+            (mac, mac),
+        )
+        conn.commit()
+
+
+def is_online(mac: str, within_minutes: int = 15) -> bool:
+    with _lock:
+        row = get_conn().execute(
+            "SELECT MAX(ts) AS latest FROM heartbeats WHERE mac=?", (mac,)
+        ).fetchone()
+    if not row or not row["latest"]:
+        return False
+    try:
+        latest = datetime.fromisoformat(row["latest"])
+    except ValueError:
+        return False
+    return (datetime.now() - latest).total_seconds() < within_minutes * 60
+
+
+# ---------------- alert_state（单行） ----------------
+
+def get_alert() -> dict[str, Any]:
+    with _lock:
+        row = get_conn().execute("SELECT * FROM alert_state WHERE id=1").fetchone()
+    return dict(row) if row else {"active": 0, "text": ""}
+
+
+def set_alert(active: bool, text: str = "") -> dict[str, Any]:
+    with _lock:
+        conn = get_conn()
+        conn.execute(
+            "UPDATE alert_state SET active=?, text=? WHERE id=1",
+            (int(bool(active)), text),
+        )
+        conn.commit()
+    return get_alert()
\ No newline at end of file
diff --git a/backend-lite/store/db.py b/backend-lite/store/db.py
new file mode 100644
index 00000000..42905fc8
--- /dev/null
+++ b/backend-lite/store/db.py
@@ -0,0 +1,110 @@
+"""SQLite 连接与表初始化（lite.db）。
+
+单用户、单设备：所有配置以单行形式存储。
+"""
+from __future__ import annotations
+
+import os
+import sqlite3
+import threading
+from pathlib import Path
+
+_DB_PATH = os.environ.get(
+    "LITE_DB_PATH",
+    str(Path(__file__).resolve().parent.parent / "lite.db"),
+)
+
+_lock = threading.Lock()
+_conn: sqlite3.Connection | None = None
+
+
+def get_conn() -> sqlite3.Connection:
+    """返回进程级单例连接（check_same_thread=False，由 _lock 串行化写入）。"""
+    global _conn
+    if _conn is None:
+        conn = sqlite3.connect(_DB_PATH, check_same_thread=False)
+        conn.row_factory = sqlite3.Row
+        conn.execute("PRAGMA journal_mode=WAL")
+        conn.execute("PRAGMA foreign_keys=ON")
+        _conn = conn
+    return _conn
+
+
+SCHEMA = """
+CREATE TABLE IF NOT EXISTS config (
+    id INTEGER PRIMARY KEY CHECK (id = 1),
+    modes TEXT DEFAULT 'STOIC,ROAST,ZEN,DAILY',
+    refresh_strategy TEXT DEFAULT 'random',
+    refresh_interval INTEGER DEFAULT 60,
+    city TEXT DEFAULT '杭州',
+    latitude REAL,
+    longitude REAL,
+    language TEXT DEFAULT 'zh',
+    content_tone TEXT DEFAULT 'neutral',
+    time_slot_rules TEXT DEFAULT '[]',
+    countdown_events TEXT DEFAULT '[]',
+    memo_text TEXT DEFAULT '',
+    focus_listening INTEGER DEFAULT 0,
+    always_active INTEGER DEFAULT 0,
+    llm_provider TEXT DEFAULT 'deepseek',
+    llm_model TEXT DEFAULT '',
+    image_provider TEXT DEFAULT 'aliyun',
+    image_model TEXT DEFAULT '',
+    mode_overrides TEXT DEFAULT '{}'
+);
+
+CREATE TABLE IF NOT EXISTS device_state (
+    mac TEXT PRIMARY KEY,
+    pending_refresh INTEGER DEFAULT 0,
+    pending_mode TEXT DEFAULT '',
+    runtime_mode TEXT DEFAULT 'interval',
+    cycle_index INTEGER DEFAULT 0,
+    last_persona TEXT DEFAULT '',
+    last_refresh_at TEXT DEFAULT '',
+    auth_token TEXT DEFAULT '',
+    ota_url TEXT DEFAULT '',
+    ota_version TEXT DEFAULT ''
+);
+
+CREATE TABLE IF NOT EXISTS llm_key (
+    id INTEGER PRIMARY KEY CHECK (id = 1),
+    provider TEXT DEFAULT 'deepseek',
+    api_key TEXT DEFAULT '',
+    base_url TEXT DEFAULT '',
+    image_api_key TEXT DEFAULT ''
+);
+
+CREATE TABLE IF NOT EXISTS heartbeats (
+    mac TEXT,
+    ts TEXT,
+    battery_voltage REAL,
+    wifi_rssi INTEGER,
+    PRIMARY KEY (mac, ts)
+);
+
+CREATE TABLE IF NOT EXISTS alert_state (
+    id INTEGER PRIMARY KEY CHECK (id = 1),
+    active INTEGER DEFAULT 0,
+    text TEXT DEFAULT ''
+);
+"""
+
+
+def init_db() -> None:
+    with _lock:
+        conn = get_conn()
+        conn.executescript(SCHEMA)
+        # 单行种子数据
+        conn.execute("INSERT OR IGNORE INTO config (id) VALUES (1)")
+        conn.execute("INSERT OR IGNORE INTO llm_key (id) VALUES (1)")
+        conn.execute("INSERT OR IGNORE INTO alert_state (id) VALUES (1)")
+        conn.commit()
+
+
+def close_db() -> None:
+    """关闭 backend-lite 自有 SQLite 连接，确保进程可干净退出。"""
+    global _conn
+    with _lock:
+        if _conn is not None:
+            _conn.close()
+            _conn = None
\ No newline at end of file
diff --git a/backend-lite/store/secret_store.py b/backend-lite/store/secret_store.py
new file mode 100644
index 00000000..f348d84f
--- /dev/null
+++ b/backend-lite/store/secret_store.py
@@ -0,0 +1,76 @@
+"""LLM key 单行加密存储，复用 core/crypto.py。"""
+from __future__ import annotations
+
+from typing import Any
+
+from .db import get_conn, _lock
+
+
+def get_llm_key() -> dict[str, Any]:
+    """返回明文 key（已解密）。供渲染注入用。"""
+    from core.crypto import decrypt_api_key
+
+    with _lock:
+        row = get_conn().execute("SELECT * FROM llm_key WHERE id=1").fetchone()
+    if row is None:
+        return {"provider": "deepseek", "api_key": "", "base_url": "", "image_api_key": ""}
+    data = dict(row)
+    out: dict[str, Any] = {
+        "provider": data.get("provider") or "deepseek",
+        "api_key": "",
+        "base_url": data.get("base_url") or "",
+        "image_api_key": "",
+    }
+    enc = data.get("api_key") or ""
+    if enc:
+        try:
+            out["api_key"] = decrypt_api_key(enc)
+        except Exception:
+            out["api_key"] = ""
+    enc_img = data.get("image_api_key") or ""
+    if enc_img:
+        try:
+            out["image_api_key"] = decrypt_api_key(enc_img)
+        except Exception:
+            out["image_api_key"] = ""
+    return out
+
+
+def get_llm_key_masked() -> dict[str, Any]:
+    """供管理页展示：key 脱敏。"""
+    full = get_llm_key()
+    return {
+        "provider": full["provider"],
+        "base_url": full["base_url"],
+        "has_api_key": bool(full["api_key"]),
+        "has_image_api_key": bool(full["image_api_key"]),
+    }
+
+
+def set_llm_key(patch: dict[str, Any]) -> dict[str, Any]:
+    """部分更新。空字符串字段不覆盖（避免脱敏表单清空已存 key）。"""
+    from core.crypto import encrypt_api_key
+
+    cur = get_llm_key()
+    provider = patch.get("provider", cur["provider"])
+    base_url = patch.get("base_url", cur["base_url"])
+
+    # api_key：只有显式传非空字符串才更新密文
+    api_key_plain = cur["api_key"]
+    if "api_key" in patch and patch["api_key"]:
+        api_key_plain = str(patch["api_key"])
+    image_api_key_plain = cur["image_api_key"]
+    if "image_api_key" in patch and patch["image_api_key"]:
+        image_api_key_plain = str(patch["image_api_key"])
+
+    enc_api = encrypt_api_key(api_key_plain) if api_key_plain else ""
+    enc_img = encrypt_api_key(image_api_key_plain) if image_api_key_plain else ""
+
+    with _lock:
+        conn = get_conn()
+        conn.execute(
+            "UPDATE llm_key SET provider=?, api_key=?, base_url=?, image_api_key=? WHERE id=1",
+            (provider, enc_api, base_url, enc_img),
+        )
+        conn.commit()
+    return get_llm_key_masked()
\ No newline at end of file
diff --git a/backend/scripts/setup_fonts.py b/backend/scripts/setup_fonts.py
index 72f9f3cb..e6a910a7 100644
--- a/backend/scripts/setup_fonts.py
+++ b/backend/scripts/setup_fonts.py
@@ -32,6 +32,9 @@
     "Inter": [
         "Inter_24pt-Medium.ttf",
     ],
+    "Gentium+Plus": [
+        "GentiumPlus-Regular.ttf",
+    ],
 }
 
 BITMAP_FONT_URLS: dict[str, str] = {

From 53b186234d6319e7bc9a5b3027b020d1407cb4a3 Mon Sep 17 00:00:00 2001
From: Tink <tink@Hackint0sh.local>
Date: Tue, 11 Aug 2026 12:10:56 +0800
Subject: [PATCH 2/4] feat: add refresh time to status bar

Co-Authored-By: Claude <noreply@anthropic.com>
---
 backend/api/shared.py                  |  20 +-
 backend/core/json_renderer.py          | 209 +++++++++++++++-
 backend/core/layout_presets.py         |  13 +-
 backend/core/modes/builtin/poetry.json |  13 +-
 backend/core/patterns/utils.py         | 170 ++++++++++---
 backend/core/pipeline.py               |   4 +-
 backend/tests/test_json_renderer.py    | 331 ++++++++++++++++++++++++-
 backend/tests/test_status_bar.py       | 111 +++++++++
 backend/tests/test_unit_pipeline.py    |   5 +
 9 files changed, 834 insertions(+), 42 deletions(-)
 create mode 100644 backend/tests/test_status_bar.py

diff --git a/backend/api/shared.py b/backend/api/shared.py
index f735fed9..3818b772 100644
--- a/backend/api/shared.py
+++ b/backend/api/shared.py
@@ -20,7 +20,7 @@
 from fastapi import HTTPException, Request
 from fastapi.responses import JSONResponse
 from PIL import Image, ImageDraw, ImageFont
-from core.patterns.utils import load_font
+from core.patterns.utils import load_font, refresh_status_bar_dynamic_right
 
 try:  # pragma: no cover - exercised implicitly at import time
     from slowapi import Limiter, _rate_limit_exceeded_handler
@@ -646,7 +646,14 @@ def apply_user_llm_cfg(user_llm_cfg: dict) -> None:
         )
         if cached_img:
             cache_hit = True
-            img = cached_img
+            img = refresh_status_bar_dynamic_right(
+                cached_img,
+                battery_pct,
+                time_str=datetime.now().strftime("%H:%M:%S"),
+                screen_w=screen_w,
+                screen_h=screen_h,
+                colors=colors,
+            )
 
     if mac and config and is_mode_cacheable and not skip_cache:
         if not intent_only:
@@ -661,7 +668,14 @@ def apply_user_llm_cfg(user_llm_cfg: dict) -> None:
         )
         if cached_img:
             cache_hit = True
-            img = cached_img
+            img = refresh_status_bar_dynamic_right(
+                cached_img,
+                battery_pct,
+                time_str=datetime.now().strftime("%H:%M:%S"),
+                screen_w=screen_w,
+                screen_h=screen_h,
+                colors=colors,
+            )
             # 即使缓存命中，如果这是需要 LLM 的模式且用户额度为0，也应该检查并返回兜底图
             # 避免用户通过缓存绕过额度限制
             # Root 用户无需检查额度
diff --git a/backend/core/json_renderer.py b/backend/core/json_renderer.py
index 43fe841c..b4160258 100644
--- a/backend/core/json_renderer.py
+++ b/backend/core/json_renderer.py
@@ -1078,6 +1078,206 @@ def _paint_component_node(ctx: RenderContext, node: ComponentNode, theme: dict,
         )
 
 
+def _adaptive_typography_int(config: dict[str, Any], key: str, minimum: int = 0) -> int | None:
+    value = config.get(key)
+    if isinstance(value, bool):
+        return None
+    try:
+        parsed = int(value)
+    except (TypeError, ValueError):
+        return None
+    return parsed if parsed >= minimum else None
+
+
+def _component_apply_adaptive_typography(
+    node: dict[str, Any],
+    config: dict[str, Any],
+    *,
+    is_root: bool = False,
+    in_lines_repeat: bool = False,
+) -> None:
+    """Apply a preset's compact typography settings to its definition tree."""
+    if not isinstance(node, dict):
+        return
+
+    kind = node.get("type")
+    if is_root and kind == "column":
+        compact_gap = _adaptive_typography_int(config, "compact_gap")
+        if compact_gap is not None:
+            node["gap"] = compact_gap
+        compact_padding_y = _adaptive_typography_int(config, "compact_padding_y")
+        if compact_padding_y is not None:
+            node["padding_y"] = compact_padding_y
+        compact_top_gap = _adaptive_typography_int(config, "compact_top_gap")
+        if compact_top_gap is not None:
+            for child in node.get("children", []):
+                if isinstance(child, dict) and child.get("type") == "spacer":
+                    child["height"] = compact_top_gap
+                    break
+
+    if kind == "text":
+        field = node.get("field")
+        if field == config.get("title_field"):
+            compact_title_size = _adaptive_typography_int(config, "compact_title_font_size", 1)
+            if compact_title_size is not None:
+                node["font_size"] = compact_title_size
+        elif in_lines_repeat and field == "_value":
+            compact_lines_size = _adaptive_typography_int(config, "compact_lines_font_size", 1)
+            if compact_lines_size is not None:
+                node["font_size"] = compact_lines_size
+        elif field == config.get("note_field"):
+            compact_note_max_lines = _adaptive_typography_int(config, "compact_note_max_lines")
+            if compact_note_max_lines is not None:
+                node["max_lines"] = compact_note_max_lines
+
+    if kind == "repeat" and node.get("field") == config.get("lines_field"):
+        compact_lines_gap = _adaptive_typography_int(config, "compact_lines_gap")
+        if compact_lines_gap is not None:
+            node["gap"] = compact_lines_gap
+        item = node.get("item")
+        if isinstance(item, dict):
+            _component_apply_adaptive_typography(
+                item, config, in_lines_repeat=True,
+            )
+
+    for child in node.get("children", []):
+        if isinstance(child, dict):
+            _component_apply_adaptive_typography(
+                child, config, in_lines_repeat=in_lines_repeat,
+            )
+
+
+def _component_maybe_apply_adaptive_typography(
+    body_tree: dict[str, Any],
+    root: ComponentNode,
+    screen_w: int,
+    screen_h: int | None,
+    available_height: int,
+) -> bool:
+    """Compact an explicitly opted-in component tree when it nearly overflows."""
+    config = body_tree.get("adaptive_typography")
+    if not isinstance(config, dict) or config.get("enabled") is False:
+        return False
+    if screen_h is None:
+        return False
+
+    target_screen = str(config.get("screen", "") or "").strip()
+    if target_screen and target_screen != f"{screen_w}x{screen_h}":
+        return False
+
+    trigger_margin = _adaptive_typography_int(config, "trigger_margin") or 0
+    trigger_height = max(0, available_height - trigger_margin)
+    if root.measured_height < trigger_height:
+        return False
+
+    _component_apply_adaptive_typography(body_tree, config, is_root=True)
+    return True
+
+
+def _component_has_auto_pair(node: ComponentNode) -> bool:
+    """True if any repeat node was condensed two-per-row by auto-pairing."""
+    if node.kind == "repeat" and node.props.get("pair_step") == 2 and node.props.get("auto_pair_on_overflow"):
+        return True
+    return any(_component_has_auto_pair(child) for child in node.children)
+
+
+def _component_auto_pair_repeat_nodes(node: ComponentNode, footer_top: int, theme: dict, scale: float) -> None:
+    """Condense overflowing ``repeat`` nodes two-per-row (``pair_step=2``).
+
+    Recurses through the component tree. When a repeat node marked with
+    ``auto_pair_on_overflow`` extends past ``footer_top``, its ``pair_step`` /
+    ``pair_separator`` props are set so each line carries two items, then the
+    node is re-measured in place.
+    """
+    if node.box is not None and node.box.y >= footer_top:
+        return
+    for child in node.children:
+        _component_auto_pair_repeat_nodes(child, footer_top, theme, scale)
+    if node.kind != "repeat" or not node.props.get("auto_pair_on_overflow"):
+        return
+    if node.box is not None and node.measured_height <= max(1, footer_top - node.box.y):
+        return
+    pair_sep = str(node.props.get("pair_separator", "，"))
+    node.props["pair_step"] = 2
+    node.props["pair_separator"] = pair_sep
+    # Rebuild children (pairing happens in _build_component_node) and re-measure.
+    node.children = _build_component_node(node.props, node.content).children
+    _measure_component_node(node, node.measured_width, theme, scale)
+
+
+def _fit_component_scale(
+    body_tree: dict,
+    content: dict,
+    screen_w: int,
+    theme: dict,
+    base_scale: float,
+    available_height: int,
+) -> float | None:
+    """Binary-search the largest component scale whose measured height fits.
+
+    Returns None when even the smallest scale still overflows (caller falls back
+    to the original scale rather than shrinking below a readable floor).
+    """
+    lo = 0.72
+    hi = base_scale
+    if hi <= lo:
+        return None
+    best: float | None = None
+    for _ in range(8):
+        mid = (lo + hi) / 2.0
+        node = _build_component_node(body_tree, content)
+        _measure_component_node(node, screen_w, theme, mid)
+        if node.measured_height <= available_height:
+            best = mid
+            lo = mid
+        else:
+            hi = mid
+    return best
+
+
+def _auto_fit_component_scale(
+    body_tree: dict,
+    content: dict,
+    screen_w: int,
+    theme: dict,
+    base_scale: float,
+    status_bar_bottom: int,
+    footer_top: int,
+    screen_h: int | None = None,
+) -> float:
+    """Return the effective component scale after auto-fitting content.
+
+    Content can exceed the body area (e.g. an 8-line poem on 400×300 where the
+    last lines would slip under the footer). Strategies, tried in order:
+      1. explicit adaptive typography can compact a preset before overflow,
+      2. auto_pair_on_overflow: overflowing repeat nodes condense two-per-row,
+         preserving font size (e.g. 律诗 becomes 每行两句),
+      3. scale-down: shrink the whole component scale so everything fits.
+
+    ``auto_pair_on_overflow`` mutates node props in place (shared with the
+    ``body_tree`` dicts), so pairing persists into the final render.
+    """
+    scale = base_scale
+    root = _build_component_node(body_tree, content)
+    available_height = max(0, footer_top - status_bar_bottom)
+    _measure_component_node(root, screen_w, theme, scale)
+    if _component_maybe_apply_adaptive_typography(
+        body_tree, root, screen_w, screen_h, available_height,
+    ):
+        root = _build_component_node(body_tree, content)
+        _measure_component_node(root, screen_w, theme, scale)
+    _layout_component_node(root, 0, status_bar_bottom, screen_w, available_height, theme, scale)
+    _component_auto_pair_repeat_nodes(root, footer_top, theme, scale)
+    if _component_has_auto_pair(root):
+        # Re-measure the whole tree so parent heights reflect the condensed lines.
+        _measure_component_node(root, screen_w, theme, scale)
+    if root.measured_height > available_height:
+        fit_scale = _fit_component_scale(body_tree, content, screen_w, theme, scale, available_height)
+        if fit_scale is not None:
+            scale = fit_scale
+    return scale
+
+
 def _render_component_tree_mode(
     draw: ImageDraw.ImageDraw,
     img: Image.Image,
@@ -1103,10 +1303,15 @@ def _render_component_tree_mode(
         footer_top_offset=footer_top_offset,
         colors=colors,
     )
-    scale = _component_tree_scale(ctx, theme)
+    scale = _auto_fit_component_scale(
+        body_tree, content, screen_w, theme,
+        _component_tree_scale(ctx, theme),
+        status_bar_bottom, ctx.footer_top,
+        screen_h=screen_h,
+    )
     root = _build_component_node(body_tree, content)
-    available_height = max(0, ctx.footer_top - status_bar_bottom)
     _measure_component_node(root, screen_w, theme, scale)
+    available_height = max(0, ctx.footer_top - status_bar_bottom)
     root_height = available_height if root.kind == "column" else min(available_height, root.measured_height)
     _layout_component_node(root, 0, status_bar_bottom, screen_w, root_height, theme, scale)
     _paint_component_node(ctx, root, theme, scale)
diff --git a/backend/core/layout_presets.py b/backend/core/layout_presets.py
index 6b9f3553..f77c9268 100644
--- a/backend/core/layout_presets.py
+++ b/backend/core/layout_presets.py
@@ -1830,6 +1830,7 @@ def _poetry_card(props: dict[str, Any]) -> dict[str, Any]:
         "field": props.get("lines_field", "lines"),
         "limit": props.get("lines_limit", 8),
         "gap": props.get("lines_gap", 8),
+        "auto_pair_on_overflow": props.get("auto_pair_on_overflow", True),
         "item": _text_node(
             field="_value",
             font=props.get("lines_font"),
@@ -1870,7 +1871,7 @@ def _poetry_card(props: dict[str, Any]) -> dict[str, Any]:
                 },
             )
         )
-    return _compact(
+    root = _compact(
         {
             "type": "column",
             "padding_x": props.get("padding_x", 18),
@@ -1881,6 +1882,14 @@ def _poetry_card(props: dict[str, Any]) -> dict[str, Any]:
             "children": children,
         }
     )
+    adaptive_typography = props.get("adaptive_typography")
+    if isinstance(adaptive_typography, dict):
+        adaptive_meta = deepcopy(adaptive_typography)
+        adaptive_meta.setdefault("title_field", props.get("title_field", "title"))
+        adaptive_meta.setdefault("lines_field", props.get("lines_field", "lines"))
+        adaptive_meta.setdefault("note_field", props.get("note_field", "note"))
+        root["adaptive_typography"] = adaptive_meta
+    return root
 
 
 def _progress_metric(metric: dict[str, Any]) -> dict[str, Any]:
@@ -2354,7 +2363,7 @@ def _fitness_card(props: dict[str, Any]) -> dict[str, Any]:
     ),
     "poetry_card": PresetSpec(
         builder=_poetry_card,
-        props=("padding_x", "padding_y", "justify", "gap", "content_bias_px", "top_gap", "title_field", "title_font", "title_font_name", "title_font_size", "title_max_lines", "author_field", "author_font", "author_font_name", "author_font_size", "author_max_lines", "separator_width", "lines_inset_x", "lines_field", "lines_limit", "lines_gap", "lines_font", "lines_font_name", "lines_font_size", "line_max_lines", "lines_pair_step", "lines_pair_separator", "note_field", "note_font", "note_font_name", "note_font_size", "note_max_lines"),
+        props=("padding_x", "padding_y", "justify", "gap", "content_bias_px", "top_gap", "title_field", "title_font", "title_font_name", "title_font_size", "title_max_lines", "author_field", "author_font", "author_font_name", "author_font_size", "author_max_lines", "separator_width", "lines_inset_x", "lines_field", "lines_limit", "lines_gap", "lines_font", "lines_font_name", "lines_font_size", "line_max_lines", "lines_pair_step", "lines_pair_separator", "note_field", "note_font", "note_font_name", "note_font_size", "note_max_lines", "adaptive_typography"),
         defaults={"title_field": "title", "title_font": "noto_serif_bold", "title_font_size": 20, "title_max_lines": 1, "author_field": "author", "author_font": "noto_serif_light", "author_font_size": 14, "author_max_lines": 1, "separator_width": 50, "lines_field": "lines", "lines_font": "noto_serif_light", "lines_font_size": 16, "lines_limit": 8, "lines_gap": 4, "line_max_lines": 1, "lines_inset_x": 24, "note_field": "note", "note_font": "noto_serif_light", "note_font_size": 12, "note_max_lines": 2, "padding_x": 18, "padding_y": 10, "justify": "center", "gap": 5, "top_gap": 6},
     ),
     "lifebar_card": PresetSpec(
diff --git a/backend/core/modes/builtin/poetry.json b/backend/core/modes/builtin/poetry.json
index 6b2b997a..ae628da8 100644
--- a/backend/core/modes/builtin/poetry.json
+++ b/backend/core/modes/builtin/poetry.json
@@ -114,7 +114,18 @@
       "note_field": "note",
       "note_font": "noto_serif_light",
       "note_font_size": 10,
-      "note_max_lines": 2
+      "note_max_lines": 2,
+      "adaptive_typography": {
+        "screen": "400x300",
+        "trigger_margin": 8,
+        "compact_title_font_size": 16,
+        "compact_lines_font_size": 14,
+        "compact_lines_gap": 4,
+        "compact_gap": 4,
+        "compact_top_gap": 8,
+        "compact_padding_y": 6,
+        "compact_note_max_lines": 1
+      }
     },
     "footer": {
       "label": "POETRY",
diff --git a/backend/core/patterns/utils.py b/backend/core/patterns/utils.py
index bee02e11..1eec192e 100644
--- a/backend/core/patterns/utils.py
+++ b/backend/core/patterns/utils.py
@@ -327,6 +327,141 @@ def draw_dashed_line(
         x += dash_len + gap_len
 
 
+def _resolve_status_bar_time(time_str: str = "") -> tuple[str, int]:
+    """Return a zero-padded HH:MM string and its hour for period labels."""
+    match = re.match(r"^\s*(\d{1,2}):(\d{2})(?::(\d{2}))?\s*$", str(time_str or ""))
+    if match:
+        try:
+            hour = int(match.group(1))
+            minute = int(match.group(2))
+            second = int(match.group(3) or 0)
+            if 0 <= hour <= 23 and 0 <= minute <= 59 and 0 <= second <= 59:
+                return f"{hour:02d}:{minute:02d}", hour
+        except ValueError:
+            pass
+
+    now = datetime.now()
+    return f"{now.hour:02d}:{now.minute:02d}", now.hour
+
+
+def _status_bar_dynamic_group_layout(
+    draw: ImageDraw.ImageDraw,
+    time_text: str,
+    battery_pct: int,
+    font_en: ImageFont.ImageFont,
+    screen_w: int,
+    screen_h: int,
+) -> dict[str, int]:
+    """Calculate the right-aligned time and battery group using real text bounds."""
+    scale = screen_w / 400.0
+    pad_pct = 0.02 if screen_h < 200 else 0.03
+    pad_x = int(screen_w * pad_pct)
+    battery_text = f"{int(battery_pct)}%"
+    battery_bbox = draw.textbbox((0, 0), battery_text, font=font_en)
+    time_bbox = draw.textbbox((0, 0), time_text, font=font_en)
+    battery_text_x = screen_w - pad_x - battery_bbox[2]
+    battery_text_left = battery_text_x + battery_bbox[0]
+    battery_box_w = int(22 * scale)
+    battery_box_h = int(11 * scale)
+    battery_gap = int(6 * scale)
+    battery_x = battery_text_left - battery_gap - battery_box_w
+    time_gap = int(8 * scale)
+    time_right = battery_x - time_gap
+    time_x = time_right - time_bbox[2]
+    return {
+        "time_x": time_x,
+        "time_y": int(screen_h * (0.02 if screen_h < 200 else 0.03)),
+        "time_left": time_x + time_bbox[0],
+        "time_right": time_x + time_bbox[2],
+        "battery_x": battery_x,
+        "battery_y": int(screen_h * (0.02 if screen_h < 200 else 0.03)) + 1,
+        "battery_box_w": battery_box_w,
+        "battery_box_h": battery_box_h,
+        "battery_text_x": battery_text_x,
+        "battery_text_y": int(screen_h * (0.02 if screen_h < 200 else 0.03)),
+        "battery_text_right": battery_text_x + battery_bbox[2],
+        "group_left": min(time_x + time_bbox[0], battery_x),
+        "group_right": screen_w - pad_x,
+    }
+
+
+def _draw_status_bar_dynamic_group(
+    draw: ImageDraw.ImageDraw,
+    time_text: str,
+    battery_pct: int,
+    font_en: ImageFont.ImageFont,
+    screen_w: int,
+    screen_h: int,
+    colors: int,
+) -> dict[str, int]:
+    """Draw the right-side time and battery group and return its geometry."""
+    layout = _status_bar_dynamic_group_layout(
+        draw, time_text, battery_pct, font_en, screen_w, screen_h,
+    )
+    battery_text = f"{int(battery_pct)}%"
+    battery_fill = EINK_FG
+    available = EINK_COLOR_AVAILABILITY.get(colors, frozenset())
+    if battery_pct < 20 and "red" in available:
+        battery_fill = EINK_COLOR_NAME_MAP["red"]
+    elif battery_pct < 50 and "yellow" in available:
+        battery_fill = EINK_COLOR_NAME_MAP["yellow"]
+
+    draw.text((layout["time_x"], layout["time_y"]), time_text, fill=EINK_FG, font=font_en)
+    bx = layout["battery_x"]
+    by = layout["battery_y"]
+    batt_box_w = layout["battery_box_w"]
+    batt_box_h = layout["battery_box_h"]
+    scale = screen_w / 400.0
+    draw.rectangle([bx, by, bx + batt_box_w, by + batt_box_h], outline=battery_fill, width=1)
+    draw.rectangle(
+        [bx + batt_box_w, by + int(3 * scale), bx + batt_box_w + int(2 * scale), by + int(8 * scale)],
+        fill=battery_fill,
+    )
+    fill_w = int((batt_box_w - 4) * battery_pct / 100)
+    if fill_w > 0:
+        draw.rectangle([bx + 2, by + 2, bx + 2 + fill_w, by + batt_box_h - 2], fill=battery_fill)
+    draw.text(
+        (layout["battery_text_x"], layout["battery_text_y"]),
+        battery_text,
+        fill=battery_fill,
+        font=font_en,
+    )
+    return layout
+
+
+def refresh_status_bar_dynamic_right(
+    img: Image.Image,
+    battery_pct: int,
+    *,
+    time_str: str = "",
+    screen_w: int | None = None,
+    screen_h: int | None = None,
+    colors: int = 2,
+) -> Image.Image:
+    """Refresh only the right-side time/battery area on a cached image copy."""
+    updated = img.copy()
+    width = screen_w or updated.width
+    height = screen_h or updated.height
+    draw = ImageDraw.Draw(updated)
+    apply_text_fontmode(draw)
+    scale = width / 400.0
+    time_text, _ = _resolve_status_bar_time(time_str)
+    font_en = load_font("inter_medium", int(FONT_SIZES["status_bar"]["en"] * scale))
+
+    max_layout = _status_bar_dynamic_group_layout(
+        draw, time_text, 100, font_en, width, height,
+    )
+    line_y = int(height * 0.11)
+    clear_bottom = max(0, min(height, line_y))
+    clear_left = max(0, max_layout["group_left"] - max(1, int(2 * scale)))
+    if clear_bottom > 0:
+        draw.rectangle([clear_left, 0, width - 1, clear_bottom - 1], fill=EINK_BG)
+    _draw_status_bar_dynamic_group(
+        draw, time_text, int(battery_pct), font_en, width, height, colors,
+    )
+    return updated
+
+
 def draw_status_bar(
     draw: ImageDraw.ImageDraw,
     img: Image.Image,
@@ -357,15 +492,7 @@ def draw_status_bar(
             period_font = load_font("noto_serif_regular", period_font_size)
     font_en = load_font("inter_medium", int(FONT_SIZES["status_bar"]["en"] * scale))
 
-    match = re.match(r"^\s*(\d{1,2})\s*:", time_str or "")
-    hour = datetime.now().hour
-    if match:
-        try:
-            parsed_hour = int(match.group(1))
-            if 0 <= parsed_hour <= 23:
-                hour = parsed_hour
-        except ValueError:
-            pass
+    time_text, hour = _resolve_status_bar_time(time_str)
 
     if is_en:
         if hour >= 23 or hour < 5:
@@ -413,28 +540,9 @@ def draw_status_bar(
     else:
         draw.text((wx, y), weather_str, fill=EINK_FG, font=font_date)
 
-    batt_text = f"{battery_pct}%"
-    bbox = draw.textbbox((0, 0), batt_text, font=font_en)
-    batt_text_w = bbox[2] - bbox[0]
-
-    batt_fill = EINK_FG
-    available = EINK_COLOR_AVAILABILITY.get(colors, frozenset())
-    if battery_pct < 20 and "red" in available:
-        batt_fill = EINK_COLOR_NAME_MAP["red"]
-    elif battery_pct < 50 and "yellow" in available:
-        batt_fill = EINK_COLOR_NAME_MAP["yellow"]
-
-    batt_box_w = int(22 * scale)
-    batt_box_h = int(11 * scale)
-    bx = screen_w - pad_x - batt_text_w - int(6 * scale) - batt_box_w
-    by = y + 1
-    draw.rectangle([bx, by, bx + batt_box_w, by + batt_box_h], outline=batt_fill, width=1)
-    draw.rectangle([bx + batt_box_w, by + int(3 * scale), bx + batt_box_w + int(2 * scale), by + int(8 * scale)], fill=batt_fill)
-    fill_w = int((batt_box_w - 4) * battery_pct / 100)
-    if fill_w > 0:
-        draw.rectangle([bx + 2, by + 2, bx + 2 + fill_w, by + batt_box_h - 2], fill=batt_fill)
-
-    draw.text((bx + batt_box_w + int(6 * scale), y), batt_text, fill=batt_fill, font=font_en)
+    _draw_status_bar_dynamic_group(
+        draw, time_text, battery_pct, font_en, screen_w, screen_h, colors,
+    )
 
     if separator_y is not None:
         line_y = max(0, min(int(separator_y), max(0, screen_h - 1)))
diff --git a/backend/core/pipeline.py b/backend/core/pipeline.py
index deb8584a..c97948fd 100644
--- a/backend/core/pipeline.py
+++ b/backend/core/pipeline.py
@@ -101,7 +101,6 @@ async def generate_and_render(
     Returns:
         Tuple of (rendered image, content dict).
     """
-    time_str = date_ctx.get("time_str", "")
     weather_str = weather["weather_str"]
     weather_code = weather.get("weather_code", -1)
     cfg = get_effective_mode_config(config, persona)
@@ -119,6 +118,7 @@ async def generate_and_render(
     eff_cfg = get_effective_mode_config(config, persona)
     _eff_lang = eff_cfg.get("mode_language", "") or DEFAULT_LANGUAGE
     date_str = _format_date_str(date_ctx, _eff_lang)
+    render_time_str = datetime.now().strftime("%H:%M:%S")
 
     img = await _render_for_persona(
         persona,
@@ -127,7 +127,7 @@ async def generate_and_render(
         weather_str=weather_str,
         battery_pct=battery_pct,
         weather_code=weather_code,
-        time_str=time_str,
+        time_str=render_time_str,
         date_ctx=date_ctx,
         screen_w=screen_w,
         screen_h=screen_h,
diff --git a/backend/tests/test_json_renderer.py b/backend/tests/test_json_renderer.py
index 68e013a8..6c783206 100644
--- a/backend/tests/test_json_renderer.py
+++ b/backend/tests/test_json_renderer.py
@@ -2,15 +2,31 @@
 测试 JSON 渲染引擎
 验证各种布局原语能正确渲染到 1-bit e-ink 图像
 """
+import json
 import os
 import sys
 from io import BytesIO
+from pathlib import Path
 from unittest.mock import patch
 
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
 from PIL import Image
-from core.json_renderer import render_json_mode, RenderContext, _localized_footer_label, _localized_footer_attribution, _component_aligned_y
+from copy import deepcopy
+
+from core.json_renderer import (
+    render_json_mode,
+    RenderContext,
+    _localized_footer_label,
+    _localized_footer_attribution,
+    _component_aligned_y,
+    _auto_fit_component_scale,
+    _merge_layout_dict,
+    _build_component_node,
+    _component_has_auto_pair,
+    _measure_component_node,
+)
+from core.layout_presets import expand_layout_presets
 from core.config import SCREEN_WIDTH as SCREEN_W, SCREEN_HEIGHT as SCREEN_H
 
 
@@ -51,6 +67,28 @@ def _make_component_tree_mode_def(body_tree, footer=None):
     }
 
 
+def _load_builtin_poetry_mode():
+    path = Path(__file__).resolve().parents[1] / "core" / "modes" / "builtin" / "poetry.json"
+    return json.loads(path.read_text())
+
+
+def _find_component_def(node, predicate):
+    if not isinstance(node, dict):
+        return None
+    if predicate(node):
+        return node
+    for child in node.get("children", []):
+        found = _find_component_def(child, predicate)
+        if found is not None:
+            return found
+    item = node.get("item")
+    if isinstance(item, dict):
+        found = _find_component_def(item, predicate)
+        if found is not None:
+            return found
+    return None
+
+
 def test_render_list_wraps_to_multiple_lines():
     mode_def = _make_mode_def([
         {"type": "spacer", "height": 14},
@@ -425,6 +463,297 @@ def test_render_component_tree_poetry_preset_mode():
     assert img.size == (SCREEN_W, SCREEN_H)
 
 
+def test_poetry_auto_pair_on_overflow():
+    """8-line poems auto-pair two-per-row; 4-line poems stay single-column."""
+    mode_def = {
+        "mode_id": "POETRY_PRESET",
+        "display_name": "Poetry Preset",
+        "content": {"type": "static"},
+        "layout": {
+            "layout_engine": "component_tree",
+            "status_bar": {"line_width": 1, "dashed": True},
+            "body_preset": "poetry_card",
+            "preset_props": {
+                "title_field": "title",
+                "author_field": "author",
+                "lines_field": "lines",
+                "note_field": "note",
+            },
+            "footer": {"label": "POETRY", "attribution_template": "— {author}"},
+        },
+    }
+    status_bar_bottom = int(SCREEN_H * 0.12)
+    footer_top = SCREEN_H - 30
+    available = footer_top - status_bar_bottom
+
+    eight_line = {
+        "title": "春江花月夜",
+        "author": "唐·张若虚",
+        "lines": [
+            "春江潮水连海平", "海上明月共潮生",
+            "滟滟随波千万里", "何处春江无月明",
+            "江流宛转绕芳甸", "月照花林皆似霰",
+            "空里流霜不觉飞", "汀上白沙看不见",
+        ],
+        "note": "孤篇压全唐",
+    }
+    four_line = {
+        "title": "静夜思",
+        "author": "唐·李白",
+        "lines": ["床前明月光", "疑是地上霜", "举头望明月", "低头思故乡"],
+        "note": "千古思乡名篇",
+    }
+
+    layout = expand_layout_presets(mode_def["layout"])
+    body = layout["body"]
+
+    # 8-line overflows without pairing, then auto-pairs and fits.
+    base_root = _build_component_node(deepcopy(body), eight_line)
+    _measure_component_node(base_root, SCREEN_W, {}, 1.0)
+    assert base_root.measured_height > available
+
+    body_8 = deepcopy(body)
+    scale_8 = _auto_fit_component_scale(
+        body_8, eight_line, SCREEN_W, {}, 1.0, status_bar_bottom, footer_top,
+    )
+    root_8 = _build_component_node(body_8, eight_line)
+    _measure_component_node(root_8, SCREEN_W, {}, scale_8)
+    assert _component_has_auto_pair(root_8)
+    assert root_8.measured_height <= available
+    assert scale_8 == 1.0
+
+    # 4-line already fits — no pairing, no scale-down.
+    body_4 = deepcopy(body)
+    scale_4 = _auto_fit_component_scale(
+        body_4, four_line, SCREEN_W, {}, 1.0, status_bar_bottom, footer_top,
+    )
+    root_4 = _build_component_node(body_4, four_line)
+    _measure_component_node(root_4, SCREEN_W, {}, scale_4)
+    assert not _component_has_auto_pair(root_4)
+    assert root_4.measured_height <= available
+    assert scale_4 == 1.0
+
+    # End-to-end render still succeeds for both.
+    for content in (eight_line, four_line):
+        img = render_json_mode(
+            mode_def, content,
+            date_str="2月18日", weather_str="晴", battery_pct=80,
+        )
+        assert img.size == (SCREEN_W, SCREEN_H)
+
+
+def test_poetry_adaptive_typography_compacts_long_ci_only():
+    """Long ci uses a larger title and smaller verse text on 400x300."""
+    mode_def = _load_builtin_poetry_mode()
+    layout = expand_layout_presets(mode_def["layout"])
+    body = layout["body"]
+    long_ci = {
+        "title": "水调歌头·明月几时有",
+        "author": "宋·苏轼",
+        "lines": [
+            "明月几时有？把酒问青天。",
+            "不知天上宫阙，今夕是何年。",
+            "我欲乘风归去，又恐琼楼玉宇，高处不胜寒。",
+            "起舞弄清影，何似在人间。",
+            "转朱阁，低绮户，照无眠。",
+            "不应有恨，何事长向别时圆？",
+        ],
+        "note": "此事古难全·宋苏轼",
+    }
+    status_bar_bottom = 36
+    footer_top = 270
+    available = footer_top - status_bar_bottom
+
+    normal_root = _build_component_node(deepcopy(body), long_ci)
+    _measure_component_node(normal_root, SCREEN_W, {}, 1.0)
+    assert normal_root.measured_height >= available - 8
+
+    compact_body = deepcopy(body)
+    scale = _auto_fit_component_scale(
+        compact_body,
+        long_ci,
+        SCREEN_W,
+        {},
+        1.0,
+        status_bar_bottom,
+        footer_top,
+        screen_h=SCREEN_H,
+    )
+    compact_root = _build_component_node(compact_body, long_ci)
+    _measure_component_node(compact_root, SCREEN_W, {}, scale)
+
+    title = _find_component_def(
+        compact_body,
+        lambda node: node.get("type") == "text" and node.get("field") == "title",
+    )
+    verse = _find_component_def(
+        compact_body,
+        lambda node: node.get("type") == "text" and node.get("field") == "_value",
+    )
+    repeat = _find_component_def(
+        compact_body,
+        lambda node: node.get("type") == "repeat" and node.get("field") == "lines",
+    )
+    note = _find_component_def(
+        compact_body,
+        lambda node: node.get("type") == "text" and node.get("field") == "note",
+    )
+    assert title is not None and verse is not None and repeat is not None and note is not None
+    assert title["font_size"] == 16
+    assert verse["font_size"] == 14
+    assert title["font_size"] > verse["font_size"]
+    assert repeat["gap"] == 4
+    assert compact_body["gap"] == 4
+    assert compact_body["padding_y"] == 6
+    assert compact_body["children"][0]["height"] == 8
+    assert note["max_lines"] == 1
+    assert not _component_has_auto_pair(compact_root)
+    assert scale == 1.0
+    assert compact_root.measured_height <= available
+
+    image = render_json_mode(
+        mode_def,
+        long_ci,
+        date_str="8月10日",
+        weather_str="晴",
+        battery_pct=80,
+        screen_w=SCREEN_W,
+        screen_h=SCREEN_H,
+    )
+    assert image.size == (SCREEN_W, SCREEN_H)
+
+
+def test_poetry_short_ci_keeps_normal_typography():
+    mode_def = _load_builtin_poetry_mode()
+    layout = expand_layout_presets(mode_def["layout"])
+    body = deepcopy(layout["body"])
+    short_ci = {
+        "title": "静夜思",
+        "author": "唐·李白",
+        "lines": ["床前明月光", "疑是地上霜", "举头望明月", "低头思故乡"],
+        "note": "千古思乡名篇",
+    }
+    scale = _auto_fit_component_scale(
+        body, short_ci, SCREEN_W, {}, 1.0, 36, 270, screen_h=SCREEN_H,
+    )
+    title = _find_component_def(
+        body,
+        lambda node: node.get("type") == "text" and node.get("field") == "title",
+    )
+    verse = _find_component_def(
+        body,
+        lambda node: node.get("type") == "text" and node.get("field") == "_value",
+    )
+    root = _build_component_node(body, short_ci)
+    _measure_component_node(root, SCREEN_W, {}, scale)
+    assert title is not None and verse is not None
+    assert title["font_size"] == 14
+    assert verse["font_size"] == 16
+    assert not _component_has_auto_pair(root)
+    assert scale == 1.0
+
+
+def test_poetry_adaptive_typography_is_scoped_to_400x300():
+    mode_def = _load_builtin_poetry_mode()
+    content = {
+        "title": "水调歌头·明月几时有",
+        "author": "宋·苏轼",
+        "lines": ["明月几时有？把酒问青天。"] * 8,
+        "note": "此事古难全",
+    }
+    expected = {
+        "296x128": (11, 10),
+        "648x480": (18, 18),
+        "800x480": (22, 24),
+    }
+    for size_key, (title_size, verse_size) in expected.items():
+        width, height = (int(value) for value in size_key.split("x"))
+        layout = _merge_layout_dict(mode_def["layout"], mode_def["layout_overrides"][size_key])
+        body = expand_layout_presets(layout)["body"]
+        title = _find_component_def(
+            body,
+            lambda node: node.get("type") == "text" and node.get("field") == "title",
+        )
+        verse = _find_component_def(
+            body,
+            lambda node: node.get("type") == "text" and node.get("field") == "_value",
+        )
+        assert title is not None and verse is not None
+        assert title["font_size"] == title_size
+        assert verse["font_size"] == verse_size
+
+        _auto_fit_component_scale(
+            body,
+            content,
+            width,
+            {},
+            0.92 if width < 400 else 1.35,
+            int(height * (0.11 if height <= 128 else 0.12)) + (2 if height <= 128 else 0),
+            height - (24 if height <= 128 else int(30 * min(width / 400, height / 300))),
+            screen_h=height,
+        )
+        assert title["font_size"] == title_size
+        assert verse["font_size"] == verse_size
+
+
+def test_component_tree_scale_down_when_pairing_unavailable():
+    """Without auto_pair, overflowing content shrinks via binary-search scale."""
+    body_tree = {
+        "type": "column",
+        "padding_x": 12,
+        "gap": 6,
+        "children": [
+            {
+                "type": "repeat",
+                "field": "lines",
+                "gap": 10,
+                "item": {
+                    "type": "text",
+                    "field": "_value",
+                    "font": "noto_serif_regular",
+                    "font_size": 20,
+                    "align": "center",
+                    "max_lines": 1,
+                },
+            }
+        ],
+    }
+    content = {
+        "lines": [
+            "第一行内容足够长一些",
+            "第二行内容足够长一些",
+            "第三行内容足够长一些",
+            "第四行内容足够长一些",
+            "第五行内容足够长一些",
+            "第六行内容足够长一些",
+            "第七行内容足够长一些",
+            "第八行内容足够长一些",
+            "第九行内容足够长一些",
+            "第十行内容足够长一些",
+        ]
+    }
+    status_bar_bottom = 36
+    footer_top = 270
+    available = footer_top - status_bar_bottom
+
+    base_root = _build_component_node(deepcopy(body_tree), content)
+    _measure_component_node(base_root, SCREEN_W, {}, 1.0)
+    assert base_root.measured_height > available
+
+    body = deepcopy(body_tree)
+    fit_scale = _auto_fit_component_scale(
+        body, content, SCREEN_W, {}, 1.0, status_bar_bottom, footer_top,
+    )
+    assert fit_scale is not None
+    assert fit_scale < 1.0
+    assert fit_scale >= 0.72
+    assert not _component_has_auto_pair(_build_component_node(body, content))
+
+    fitted = _build_component_node(body, content)
+    _measure_component_node(fitted, SCREEN_W, {}, fit_scale)
+    assert fitted.measured_height <= available
+
+
 def test_render_component_tree_lifebar_preset_mode():
     mode_def = {
         "mode_id": "LIFEBAR_PRESET",
diff --git a/backend/tests/test_status_bar.py b/backend/tests/test_status_bar.py
new file mode 100644
index 00000000..9766d3c5
--- /dev/null
+++ b/backend/tests/test_status_bar.py
@@ -0,0 +1,111 @@
+from datetime import datetime as real_datetime
+
+import pytest
+from PIL import Image, ImageDraw
+
+import core.patterns.utils as utils
+
+
+@pytest.mark.parametrize(
+    ("raw", "expected", "hour"),
+    [
+        ("09:30:45", "09:30", 9),
+        ("9:03", "09:03", 9),
+        ("23:59:59", "23:59", 23),
+        ("00:00", "00:00", 0),
+    ],
+)
+def test_resolve_status_bar_time_formats_hh_mm(raw, expected, hour):
+    assert utils._resolve_status_bar_time(raw) == (expected, hour)
+
+
+def test_resolve_status_bar_time_falls_back_to_current_minute(monkeypatch):
+    class FrozenDatetime:
+        @classmethod
+        def now(cls):
+            return real_datetime(2026, 8, 11, 14, 37, 59)
+
+    monkeypatch.setattr(utils, "datetime", FrozenDatetime)
+    assert utils._resolve_status_bar_time("") == ("14:37", 14)
+    assert utils._resolve_status_bar_time("not-a-time") == ("14:37", 14)
+    assert utils._resolve_status_bar_time("24:80:00") == ("14:37", 14)
+
+
+def test_draw_status_bar_uses_normalized_time_without_parentheses(monkeypatch):
+    captured = {}
+
+    def capture_group(draw, time_text, battery_pct, font_en, screen_w, screen_h, colors):
+        captured["time_text"] = time_text
+        captured["battery_pct"] = battery_pct
+        return {}
+
+    monkeypatch.setattr(utils, "_draw_status_bar_dynamic_group", capture_group)
+    image = Image.new("1", (400, 300), 1)
+    utils.draw_status_bar(
+        ImageDraw.Draw(image),
+        image,
+        date_str="8月11日 周二",
+        weather_str="晴",
+        battery_pct=85,
+        time_str="9:03:45",
+        screen_w=400,
+        screen_h=300,
+    )
+    assert captured == {"time_text": "09:03", "battery_pct": 85}
+    assert "(" not in captured["time_text"]
+    assert ")" not in captured["time_text"]
+
+
+@pytest.mark.parametrize("screen_w, screen_h", [(296, 128), (400, 300), (800, 480)])
+@pytest.mark.parametrize("battery_pct", [0, 85, 100])
+def test_dynamic_group_fits_screen(screen_w, screen_h, battery_pct):
+    image = Image.new("1", (screen_w, screen_h), 1)
+    draw = ImageDraw.Draw(image)
+    scale = screen_w / 400.0
+    font = utils.load_font(
+        "inter_medium",
+        int(utils.FONT_SIZES["status_bar"]["en"] * scale),
+    )
+    layout = utils._status_bar_dynamic_group_layout(
+        draw,
+        "23:59",
+        battery_pct,
+        font,
+        screen_w,
+        screen_h,
+    )
+    assert layout["group_left"] >= 0
+    assert layout["time_left"] >= 0
+    assert layout["time_right"] <= layout["battery_x"]
+    assert layout["battery_x"] + layout["battery_box_w"] + int(2 * scale) <= screen_w
+    assert layout["battery_text_right"] <= layout["group_right"]
+
+
+def test_refresh_dynamic_group_does_not_mutate_cached_image():
+    original = Image.new("1", (400, 300), 1)
+    original_bytes = original.tobytes()
+    updated = utils.refresh_status_bar_dynamic_right(
+        original,
+        85,
+        time_str="14:37:59",
+        screen_w=400,
+        screen_h=300,
+    )
+    assert updated is not original
+    assert original.tobytes() == original_bytes
+    assert updated.tobytes() != original_bytes
+
+
+def test_refresh_dynamic_group_supports_four_color_image():
+    image = Image.new("P", (400, 300), utils.EINK_BG)
+    image.putpalette(utils.EINK_COLOR_NAME_MAP.get("white", 1).to_bytes(1, "big") * 3 + bytes(765))
+    updated = utils.refresh_status_bar_dynamic_right(
+        image,
+        20,
+        time_str="02:00:00",
+        screen_w=400,
+        screen_h=300,
+        colors=4,
+    )
+    assert updated.mode == "P"
+    assert updated.size == (400, 300)
diff --git a/backend/tests/test_unit_pipeline.py b/backend/tests/test_unit_pipeline.py
index 0454a848..e1fd0036 100644
--- a/backend/tests/test_unit_pipeline.py
+++ b/backend/tests/test_unit_pipeline.py
@@ -1,6 +1,8 @@
 """
 Unit tests for the unified generate_and_render pipeline.
 """
+from datetime import datetime as real_datetime
+
 import pytest
 from unittest.mock import AsyncMock, patch, MagicMock
 from PIL import Image
@@ -159,7 +161,9 @@ async def test_full_pipeline(self, sample_config, sample_date_ctx, sample_weathe
             patch("core.mode_registry.get_registry", return_value=mock_reg),
             patch("core.json_content.generate_json_mode_content", new_callable=AsyncMock) as mock_gc,
             patch("core.json_renderer.render_json_mode", return_value=mock_img) as mock_rm,
+            patch("core.pipeline.datetime") as mock_datetime,
         ):
+            mock_datetime.now.return_value = real_datetime(2026, 8, 11, 14, 37, 59)
             mock_gc.return_value = {"quote": "Test", "author": "Author"}
 
             result_img, result_content = await generate_and_render(
@@ -169,6 +173,7 @@ async def test_full_pipeline(self, sample_config, sample_date_ctx, sample_weathe
             assert result_content == {"quote": "Test", "author": "Author"}
             mock_gc.assert_called_once()
             mock_rm.assert_called_once()
+            assert mock_rm.call_args.kwargs["time_str"] == "14:37:59"
 
     @pytest.mark.asyncio
     async def test_none_config_treated_as_empty(self, sample_date_ctx, sample_weather):

From 1e20c35da5402d8f1e517218e44459beed2d46f0 Mon Sep 17 00:00:00 2001
From: Tink <tink@Hackint0sh.local>
Date: Tue, 11 Aug 2026 12:32:39 +0800
Subject: [PATCH 3/4] docs: add backend-lite management screenshots

Co-Authored-By: Claude <noreply@anthropic.com>
---
 backend-lite/README.md  |  14 ++++++++++++++
 backend-lite/imgs/1.png | Bin 0 -> 370501 bytes
 backend-lite/imgs/2.png | Bin 0 -> 236849 bytes
 backend-lite/imgs/3.png | Bin 0 -> 170555 bytes
 4 files changed, 14 insertions(+)
 create mode 100644 backend-lite/imgs/1.png
 create mode 100644 backend-lite/imgs/2.png
 create mode 100644 backend-lite/imgs/3.png

diff --git a/backend-lite/README.md b/backend-lite/README.md
index 38e36dcb..1bc06bd7 100644
--- a/backend-lite/README.md
+++ b/backend-lite/README.md
@@ -15,6 +15,20 @@ InkSight 的轻量单用户后端。直接复用上游 `backend/core/` 渲染内
 
 不支持（固件遇非 200 自动降级）：vocab 词汇复习、voice 语音对话、mode marketplace、自定义模式编辑器 UI。
 
+## 管理页截图
+
+### 管理页总览
+
+![backend-lite 管理页总览](imgs/3.png)
+
+### 设备配置与预览
+
+![backend-lite 设备配置与预览](imgs/2.png)
+
+### 焦点提醒、OTA 与设备控制
+
+![backend-lite 焦点提醒、OTA 与设备控制](imgs/1.png)
+
 ## 与上游的关系
 
 ```
diff --git a/backend-lite/imgs/1.png b/backend-lite/imgs/1.png
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From 56c9a2f4b122528fa0d2e125bb0273a3de9852ba Mon Sep 17 00:00:00 2001
From: Tink <tink@Hackint0sh.local>
Date: Tue, 11 Aug 2026 12:36:55 +0800
Subject: [PATCH 4/4] docs: reorder backend-lite screenshots

Co-Authored-By: Claude <noreply@anthropic.com>
---
 backend-lite/README.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/backend-lite/README.md b/backend-lite/README.md
index 1bc06bd7..900ce5f3 100644
--- a/backend-lite/README.md
+++ b/backend-lite/README.md
@@ -19,7 +19,7 @@ InkSight 的轻量单用户后端。直接复用上游 `backend/core/` 渲染内
 
 ### 管理页总览
 
-![backend-lite 管理页总览](imgs/3.png)
+![backend-lite 管理页总览](imgs/1.png)
 
 ### 设备配置与预览
 
@@ -27,7 +27,7 @@ InkSight 的轻量单用户后端。直接复用上游 `backend/core/` 渲染内
 
 ### 焦点提醒、OTA 与设备控制
 
-![backend-lite 焦点提醒、OTA 与设备控制](imgs/1.png)
+![backend-lite 焦点提醒、OTA 与设备控制](imgs/3.png)
 
 ## 与上游的关系
 
@@ -126,4 +126,4 @@ pio run --target upload
 
 - `lite.db` — backend-lite 自有：config / device_state / llm_key / heartbeats / alert_state。
 - `inksight.db` — 上游 core 运行时表（content_history 去重等），重定向到本目录。
-- `cache.db` — 上游渲染缓存（重定向到本目录）。
\ No newline at end of file
+- `cache.db` — 上游渲染缓存（重定向到本目录）。