diff --git a/assets/screenshots/README.md b/assets/screenshots/README.md
index c5aadb7b04..b6179b40de 100644
--- a/assets/screenshots/README.md
+++ b/assets/screenshots/README.md
@@ -1,9 +1,12 @@
 # Screenshots
 
-> Console 与 Management 的设计/回归参考截图。视口统一 1496×933 桌面端。
+> Console 与 Management UI 2.0 的本地运行截图。视口统一 1496×933 桌面端。
 >
 > 主题：项目使用 `packages/theme` 维护 light/dark/system 三态。下表「主题」列
 > 表示截图实际渲染的主题。
+>
+> 本组截图沿用本地外观配置：Orange / Stone、Serif 字体、None 圆角、Compact 密度、
+> Solid 菜单和 Standard 图表配色。页面内容来自现有本地数据；空状态保留实际结果。
 
 ## Console · 用户端 (9002)
 
@@ -12,14 +15,14 @@
 | `forum-list-light.png` | 论坛首页 | Light | `/forum` | 浅色主题下的论坛列表 / 板块 / 热门话题 |
 | `forum-thread-dark.png` | 论坛首页 | Dark | `/forum` | 深色主题下的论坛列表 |
 | `forum-detail-dark.png` | 帖子详情 | Dark | `/forum/detailed/fpost-009` | 帖子正文 / 评论 / Markdown 渲染 |
-| `contests-dark.png` | 比赛页 | Dark | `/contest` | 个人 / 团队 / 公开 / 虚拟赛入口 |
-| `contest-detail-dark.png` | 比赛详情 | Dark | `/contest/linked-list-special` | 比赛题目 tab（含倒计时、注册状态） |
+| `contests-dark.png` | 比赛页 | Dark | `/contest` | 进行中 / 即将开始 / 历史比赛、排行榜与虚拟赛入口 |
+| `contest-detail-dark.png` | 比赛详情 | Dark | `/contest/linked-list-special` | 已结束比赛概览、规则与虚拟赛入口 |
 | `problem-set-dark.png` | 题库专题 | Dark | `/problemset` | 题单聚合 / 推荐专题 |
 | `problem-list-dark.png` | 题单详情 | Dark | `/problemset/list/list-essentials` | 单个题单的题目列表结构 |
-| `problem-detail-dark.png` | 题目详情 | Dark | `/problems/two-sum` | Markdown 题面 + 示例 + 提交入口 |
-| `personal-dashboard-dark.png` | 个人 Dashboard | Dark | `/personal/dashboard` | 解题进度 / Rating / 成就总览 |
+| `problem-detail-dark.png` | 题目详情 | Dark | `/problems/two-sum/description` | Markdown 题面、代码编辑器、测试用例与提交入口 |
+| `personal-dashboard-dark.png` | 个人 Dashboard | Dark | `/personal/dashboard` | 解题进度、活跃热力图与技能雷达 |
 | `submissions-list-dark.png` | 提交记录 | Dark | `/personal/submissions` | 个人判题历史 / Verdict 分布 |
-| `achievements-dark.png` | 成就页 | Dark | `/personal/achievements` | 徽章墙 / 解题连击 / 排行榜 |
+| `achievements-dark.png` | 成就页 | Dark | `/personal/achievements` | 成就概览、分类与当前账号的空状态 |
 
 ## Management · 管理端 (9003)
 
@@ -29,8 +32,8 @@
 | `analytics-dashboard-dark.png` | 数据分析 | Dark | `/analytics` | 多维图表（注册 / 提交 / 判题） |
 | `user-management-dark.png` | 用户管理 | Dark | `/users` | 用户列表 / 角色 / 封禁 / 审计 |
 | `contest-management-dark.png` | 比赛管理 | Dark | `/contests` | 比赛 CRUD / 状态切换 |
-| `moderation-dark.png` | 审核管理 | Dark | `/moderation/dashboard` | 举报队列 / 申诉 / 敏感词 |
-| `submissions-audit-dark.png` | 提交审计 | Dark | `/submissions` | 全平台提交流 / Replay / 再判 |
+| `moderation-dark.png` | 审核统计 | Dark | `/moderation/dashboard` | 举报分类、处理状态与申诉入口 |
+| `submissions-audit-dark.png` | 提交审计 | Dark | `/submissions` | 全平台提交列表、状态、详情与再判入口 |
 
 ## 重新生成
 
@@ -38,13 +41,16 @@
 # 1. 在已满足 Submission cutover gate 的环境启动完整 dev stack
 ./scripts/dev/up.sh --mode dev-full --skip-install
 
-# 2. 用 IDE 内置浏览器打开对应 URL
-# 3. 在 console 中切换主题 (右上角用户菜单 → 主题 → 浅色/深色)
-# 4. 截图覆盖 assets/screenshots/<file>.png
+# 2. 如服务已运行，直接复用；用内置浏览器和现有会话打开对应 URL
+# 3. 用户菜单 → Appearance → Color mode，按表格选择 Light / Dark 并 Apply
+# 4. 等待页面数据、字体与图表加载完成，以原始 PNG 覆盖 assets/screenshots/<file>.png
+# 5. 完成后恢复原来的外观偏好与浏览器视口
 ```
 
-> 浏览器内部截图工具：调用 `Page.captureScreenshot`（CDP），
-> base64 解码后写回 `assets/screenshots/<file>.png`。
+> 浏览器内部截图工具：视口设为 1496×933，调用 `Page.captureScreenshot`（CDP），
+> 使用 PNG、`captureBeyondViewport: true` 与 `clip: { x: 0, y: 0, width: 1496, height: 933, scale: 1 }`，
+> base64 解码后直接写回 `assets/screenshots/<file>.png`；不要保存工具自动缩放的预览图。
+> 核对 PNG 可解码、像素尺寸、页面、主题以及是否仍有加载遮罩，再检查索引与 README 图片引用。
 
 ## 命名约定
 
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