diff --git a/.memory/assistant-handoff.md b/.memory/assistant-handoff.md
index 551097d..bdc3b82 100644
--- a/.memory/assistant-handoff.md
+++ b/.memory/assistant-handoff.md
@@ -1,6 +1,6 @@
# 项目接力
-- 生成时间：May 16, 2026 at 16:38
+- 生成时间：May 18, 2026 at 14:10
- 项目：SKG Marketing Studio / SKG 营销内容工作台
- 路径：/Users/kangwan/Projects/business/20260512-20260512-skg-tk-二创验证
- 状态：active
@@ -9,7 +9,7 @@
## 最近助手会话概览
- Claude：be53a031-9311-4ee8-b822-d4cfb4f5e78b · 时间未知
-- Codex：019e2274-9db5-71c1-85e7-2bb0519c8ba9 · 时间未知
+- Codex：019e2fef-97a7-7523-a1ff-051a8c66e1c4 · 时间未知
- Cursor：未找到匹配当前项目的最近会话
## Claude 最近会话
@@ -44,42 +44,22 @@
## Codex 最近会话
-- Session ID：019e2274-9db5-71c1-85e7-2bb0519c8ba9
-- Transcript：/Users/kangwan/.codex/sessions/2026/05/14/rollout-2026-05-14T01-48-48-019e2274-9db5-71c1-85e7-2bb0519c8ba9.jsonl
+- Session ID：019e2fef-97a7-7523-a1ff-051a8c66e1c4
+- Transcript：/Users/kangwan/.codex/sessions/2026/05/16/rollout-2026-05-16T16-38-11-019e2fef-97a7-7523-a1ff-051a8c66e1c4.jsonl
- 工作目录：/Users/kangwan/Projects/business/20260512-20260512-skg-tk-二创验证
- 敏感字段：已对 token / key / password / secret 做脱敏
### 最近用户要求
-- [Image #1] logo 和那个营销内容工作台 你把营销内容工作台和logo水平对齐
-- logo怎么没有在服务器上显现出来呢奇怪
-- 账号密码创建了么
+- 这个顺序不太对，首先视频需要的是什么，场景+人+产品+在做什么 有这些定下来后 描述才可以生成首尾帧 你觉得呢
+- 首先人物已经生成了6视图或者10视图里面选， 怎么选呢，根据需求选因为已经有了人物的文字描述了如果没有请补上
+- 打开cursor 这个项目的
### Codex 最近回复
-> 原因找到了：不是 logo 文件没上去，而是生产 Nginx 把 `/skg-logo-black.svg` 当成受保护资源了，未登录访问会 `302` 到 `/login/`，所以登录页里的图片加载不到。
->
-> 已修：
-> - `deploy/nginx.conf` 加了 `/skg-logo-black.svg` 公开静态资源规则
-> - 同步更新了 `RULES.md` 和 `docs/source-analysis.html`
-> - 已重新构建并重启生产 web 容器
->
-> 验证结果：
-> - `https://marketing.skg.com/skg-logo-black.svg` 现在是 `200 image/svg+xml`
-> - `https://marketing.skg.com/login/` 是 `200 OK`
-> - 我截了线上图，logo 已经显示，和“营销内容工作台”也水平对齐了
->
-> 你浏览器那边如果还看不到，强刷一下页面缓存即可。
+> 我打开 Cursor 到当前项目目录。
-> 创建好了，生产环境现在可用：
->
-> ```text
-> 登录地址：https://marketing.skg.com/login/
-> 账号：skg
-> 密码：c413cdc5bbbf2ca042
-> ```
->
-> 密码备份位置按项目规则放在服务器：`/root/skg-marketing-studio-login.txt`。前面已验证登录接口返回成功。
+> 已打开 Cursor 到当前项目目录。
## Cursor 最近会话
@@ -87,9 +67,9 @@
## 当前仓库状态
-- 当前分支：HEAD
-- 未提交变更：2 项
-- 最近提交：auto-save 2026-05-16 10:20 (~1)
+- 当前分支：main
+- 未提交变更：3 项
+- 最近提交：auto-save 2026-05-18 09:29 (~5)
- 变更文件：
- M .memory/worklog.json
diff --git a/.memory/status.md b/.memory/status.md
index 8360798..7b3dbcf 100644
--- a/.memory/status.md
+++ b/.memory/status.md
@@ -15,16 +15,17 @@ key 写在 `api/.env` 的 `LLM_API_KEY`
| 端点 / 字段 | 状态 | 用途 |
|---|---|---|
-| `/v1/chat/completions` text-only | ✅ 通 | translate / rewrite |
-| `/v1/chat/completions` + image_url | ✅ **通**（之前误判为不通，是 dog.jpg 那张图损坏） | vision 识别图片（gemini-2.5-flash 推荐） |
-| `/v1/chat/completions` + input_audio | ❌ 不通 | ASR 不能走这条 |
-| `/v1/audio/transcriptions` (whisper) | ❌ 404 | 整个 audio 端点都没暴露 |
-| `/v1/audio/speech` (tts) | ❌ 404 | |
-| `/v1/images/generations` (text→image) | ✅ 通 | 生图（gemini-3-pro-image-preview = nano-banana-pro） |
-| `/v1/images/generations` + image 参数 | ✅ **通**（image-to-image） | 实测能传 reference image，关键的发现 |
-| `/v1/images/edits` | ❌ 404 | |
-| `/v1/videos/*` (sora-2) | ❌ 404 | 视频生成需要 IT 开通或外部 key |
-| `/v1/files` | ❌ 403 "必须指定渠道" | |
+| 远端 ASR | `ASR_MODEL=whisper-1` | 失败后进本机 ASR，再进多模态兜底。 |
+| 本机 ASR | `LOCAL_ASR_MODEL=mlx-community/whisper-tiny` | 默认二级兜底，优先产出真实逐句时间轴。 |
+| ASR 兜底 / 音频分析 | `ASR_FALLBACK_MODEL=gemini-2.5-flash` | 多模态音频兜底；后端会拒绝假字幕、重复文本和覆盖率过低结果。 |
+| 字幕翻译 | `TRANSLATE_MODEL=gemini-2.5-flash` | 保留 Gemini。 |
+| 画面理解 | `VISION_MODEL=gpt-4o` | 关键帧 Vision 已切 GPT；旧环境若写 `gemini-*` 会自动归一化到 `GPT_TEXT_MODEL`。 |
+| 通用改写 / 分镜描述 | `REWRITE_MODEL=gpt-4o` | 已切 GPT；旧 Gemini 覆盖值会自动归一化。 |
+| 新口播改写 | `AUDIO_REWRITE_MODEL=gpt-4o` | 默认跟随 `REWRITE_MODEL`；旧 Gemini 覆盖值会自动归一化。 |
+| 产品视角识别 | `PRODUCT_VIEW_MODEL=gpt-image-2` | 产品图批量识别视角、左右 / 上下 / 内外侧、用途和风险。 |
+| 所有生图 / 修图 | `gpt-image-2` | 服务端硬锁，无图片模型 fallback；覆盖关键帧生图、水印清理、元素提取、主体资产包、产品补角度、首尾帧。 |
+| 配音 | `VOICE_PROVIDER=azure_openai` + `AZURE_TTS_MODEL=gpt-4o-mini-tts` | 语音固定 Azure OpenAI TTS；MiniMax 不再作为 fallback。后端会按 `AZURE_TTS_PATHS` 依次尝试路径，便于区分路径错误和整条语音服务不可用。 |
+| 视频 | `VIDEO_MODEL=seedance` | 当前主流程暂停直接提交；生产通道默认 `ai.skg.com/doubao`，Seedance 真实 ID 由 `VIDEO_MODEL_SEEDANCE` 配置。 |
**网关后端 = one-hub 多渠道代理**。当前 key 分组叫「纯OpenAI+AWSClaude+Gemini官方」，缺 audio 渠道（`gpt-4o-audio-preview` 503 "无可用渠道"）和 video 渠道。
@@ -91,6 +92,7 @@ Job { frames: KeyFrame[] ... }
## 已通的 API 端点
```
POST /jobs 创建 job（链接）
+POST /jobs/{id}/download/retry TK 链接下载失败后重新下载
POST /jobs/upload 上传视频
GET /jobs/{id} job 状态
POST /jobs/{id}/analyze?frames=5 拆轨+抽帧+ASR 自动一气呵成
@@ -104,43 +106,21 @@ GET /jobs/{id}/frames/{idx}.jpg 关键帧 jpg
GET /health
```
-## 已知坑 / 不要再踩
-1. **关键帧 index 不连续**：手动加帧后 frames 数组按 timestamp 排序，index 是稳定 ID。lightbox 必须用 `frames.find(x => x.index === activeIndex)`，**不要**用 `frames[activeIndex]`。
-2. **SKG 网关 vision 之前测试结果错误**：用 `dog.jpg` 那张 wikipedia 200px 缩略图损坏 / metadata 异常，导致一直以为 image input 不通。用标准 PNG / 真实 jpeg 测就通了。
-3. **Gemini 2.5 Flash 默认带 thinking**，`content` 字段经常为空（token 都给了 reasoning），要从 `reasoning_content` 正则挖 JSON 兜底。
-4. **缩略图 aspect-ratio**：必须用 `aspectRatio: ${job.width}/${job.height}` 自适应，不要强制 `aspect-video` 16:9（竖屏视频会被裁切）。
-5. **ReactFlow `type="input"` / `"output"` 是 reserved**：自带白底默认样式，要 CSS 覆盖 `.react-flow .react-flow__node-input { background: transparent !important; ... }`。
-6. **ReactFlow 12 colorMode 独立于 next-themes**：必须 `` 联动，否则节点白底。
-7. **FastAPI BackgroundTasks 用法**：`bg.add_task(func, arg)` 不能传 coroutine。
-8. **ffmpeg 8 mjpeg encoder 拒绝 yuv420p**：抽帧必须加 `-pix_fmt yuvj420p`，且 `-vsync` 改 `-fps_mode`。
-9. **抽帧速度**：场景切换检测（`select='gt(scene,0.4)'`）超慢（71s 视频要 30s+），换均匀采样 fast seek（5 张 < 3 秒）。
+## 当前约束 / 不要踩
+1. 图片 / 视频 / 抽帧 / 产品图 / 生成图 / 首尾帧 / 视频候选缩略图默认复用 `web/components/media-asset-tile.tsx`。
+2. 所有生图入口服务端只允许 `gpt-image-2`，不要重新加 Gemini 图片模型或其他 fallback。
+3. 画面理解和文案改写默认归 GPT：`VISION_MODEL`、`REWRITE_MODEL`、`AUDIO_REWRITE_MODEL` 会拦截旧 `gemini-*` 覆盖值。
+4. Gemini 仍保留在 ASR fallback / 音频分析 / 翻译链路，不要误删。
+5. 语音只走 Azure OpenAI TTS；不要新增或依赖其他配音通道配置。
+6. TikTok 受限下载遇到 `Log in for access` 不是后端没接到任务；需要 `YTDLP_COOKIES_FILE` 或 `YTDLP_COOKIES_FROM_BROWSER`，配置后可点“重新下载”。
+7. 当前主流程不直接批量提交视频；先走“分镜规划 → 首尾帧 → 人工审核”。
+8. 后端长任务不要用 `--reload`。
+9. 关键帧 `index` 是稳定 ID，不等于数组下标；前端取帧用 `frames.find(x => x.index === idx)`。
-## 待办（按优先级）
-1. **ASR 阻塞**：找 SKG IT 开 audio 渠道，或给一个外部 ASR key（Deepgram / 讯飞 / OpenAI 直连）
-2. **生图测试反馈**：刚做完，等用户在浏览器试 → 调 negative prompt / 模型选型
-3. **区域化修图（inpainting）**：用户讨论了，方案 A 纯 prompt / B 矩形框 / C 画笔 mask / D SAM；暂时搁置
-4. **改写 Rewrite**：等用户给产品信息卡模板
-5. **视频生成**：sora-2 走 SKG 端点不通；考虑外部 key (Runway/Kling/Veo3)
-6. **合成 Compose**：全本地 ffmpeg + 字幕 + TTS
-
-## 操作流（开发会话）
-```bash
-# 1. 启动后端（如未跑）
-cd ~/Projects/business/20260512-20260512-skg-tk-二创验证/api
-source .venv/bin/activate
-uvicorn main:app --port 4291 --reload
-
-# 2. 启动前端（如未跑）
-cd ../web
-pnpm dev
-
-# 3. 浏览器
-open http://localhost:4290/?job=c6767f3a166b
-```
-
-## 用户偏好提醒（feedback memory）
-- feedback_image-gen-model：生图统一用 nano-banana-pro ✅
-- feedback_keep-scope-small：小需求小做
-- feedback_flow-dont-stop：连续执行到交付，真分叉才问
-- feedback_demand-before-infra：基建前先反问谁/痛点/频率
-- feedback_no-guessing-ports：操作前先核实
+## 最近变更
+- 2026-05-18：清理个人语音通道残留，`/health`、前端类型、环境模板和文档不再暴露相关字段或配置。
+- 2026-05-18：`VISION_MODEL`、`REWRITE_MODEL`、`AUDIO_REWRITE_MODEL` 切到 GPT 默认模型 `gpt-4o`，并加旧 Gemini 环境变量归一化保护。
+- 2026-05-18：语音通道固定 Azure OpenAI TTS，并按 `AZURE_TTS_PATHS` 尝试语音路径。
+- 2026-05-18：TikTok 受限链接支持 cookies 配置和失败素材“重新下载”。
+- 2026-05-18：媒体素材交互统一收口到 `MediaAssetTile`。
+- 2026-05-18：产品图视角识别和产品缺角度补图收敛到 `gpt-image-2`。
diff --git a/.memory/worklog.json b/.memory/worklog.json
index d9741e9..32e4b3f 100644
--- a/.memory/worklog.json
+++ b/.memory/worklog.json
@@ -1,855 +1,5 @@
{
"entries": [
- {
- "files_changed": 5,
- "hash": "d802701",
- "message": "auto-save 2026-05-15 17:22 (~4, -1)",
- "ts": "2026-05-15T17:22:54+08:00",
- "type": "commit"
- },
- {
- "files_changed": 2,
- "message": "Codex 会话活跃 · 最近命令：codex · 2 项未提交变更 · 最近提交：auto-save 2026-05-15 17:22 (~4, -1)",
- "ts": "2026-05-15T09:24:48Z",
- "type": "session-heartbeat"
- },
- {
- "files_changed": 3,
- "hash": "dcd8560",
- "message": "auto-save 2026-05-15 17:28 (~3)",
- "ts": "2026-05-15T17:28:27+08:00",
- "type": "commit"
- },
- {
- "files_changed": 1,
- "hash": "25c4723",
- "message": "auto-save 2026-05-15 17:33 (~1)",
- "ts": "2026-05-15T17:33:59+08:00",
- "type": "commit"
- },
- {
- "files_changed": 1,
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- "ts": "2026-05-15T09:34:48Z",
- "type": "session-heartbeat"
- },
- {
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- "ts": "2026-05-15T17:39:32+08:00",
- "type": "commit"
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- {
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- "type": "session-heartbeat"
- },
- {
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- "ts": "2026-05-15T17:45:02+08:00",
- "type": "commit"
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- "hash": "eeeaebd",
- "message": "auto-save 2026-05-15 17:50 (~1)",
- "ts": "2026-05-15T17:50:32+08:00",
- "type": "commit"
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- {
- "files_changed": 3,
- "message": "Codex 会话活跃 · 最近命令：codex · 3 项未提交变更 · 最近提交：auto-save 2026-05-15 17:50 (~1)",
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- "type": "session-heartbeat"
- },
- {
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- "hash": "a662130",
- "message": "auto-save 2026-05-15 17:55 (+1, ~3)",
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- "type": "commit"
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- "hash": "fae3fb3",
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- "type": "session-heartbeat"
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- {
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- "type": "session-heartbeat",
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+ "type": "session-heartbeat"
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{
+ "files_changed": 1,
+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "type": "session-heartbeat"
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{
+ "files_changed": 1,
+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "type": "session-heartbeat"
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{
+ "files_changed": 1,
+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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+ "type": "session-heartbeat"
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{
+ "files_changed": 1,
+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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+ "type": "session-heartbeat"
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{
+ "files_changed": 1,
+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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+ "type": "session-heartbeat"
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{
+ "files_changed": 1,
+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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+ "type": "session-heartbeat"
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{
+ "files_changed": 1,
+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "type": "session-heartbeat"
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "type": "session-heartbeat"
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "type": "session-heartbeat"
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "type": "session-heartbeat"
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "type": "session-heartbeat"
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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+ "type": "session-heartbeat"
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "type": "session-heartbeat"
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{
+ "files_changed": 1,
+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "type": "session-heartbeat"
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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+ "type": "session-heartbeat"
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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+ "type": "session-heartbeat"
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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+ "type": "session-heartbeat"
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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- "type": "session-heartbeat",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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{
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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+ "message": "Codex 会话活跃 · 最近命令：codex · 分支 main · 1 项未提交变更 · 最近提交：docs: adopt work dashboard delivery rules",
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