交互原型大版本

.cursor/changelog/changelog-full.md

@@ -4,6 +4,47 @@
 
 ## 记录
 
+### [CL-20260417-1510] 2026-04-17 15:10 — Cloudflare Quick Tunnel 脚本修复（PS5.1 编码 + 本地 cloudflared）
+- **tags**: 内网穿透, cloudflared, PowerShell, start-tunnel, UTF-8, gitignore
+- **affected_files**:
+  - art-agent/start-tunnel.ps1
+  - .gitignore
+- **what**: 修复 `start-tunnel.ps1` 在 Windows PowerShell 5.1 下因脚本 UTF-8 无 BOM、含中文的 here-string（`@"`）被误解析而导致的 `ParserError`。将写入 `frontend/.env.local` 的两处 here-string 改为 `[System.IO.File]::WriteAllLines` + UTF-8 无 BOM（与 Next 读取 `.env` 习惯一致）。用 PowerShell 将脚本全文重写为 **UTF-8 BOM**，便于 PS5.1 正确分词。在脚本开头增加：若存在与脚本同目录的 `cloudflared.exe`，则把该目录插入 `PATH` 最前，便于未全局安装 cloudflared 时使用本地下载的可执行文件。根目录 `.gitignore` 增加 `art-agent/cloudflared.exe`，避免误提交约 65MB 二进制。
+- **why**: 用户请求开启穿透时，脚本在 Cursor 集成终端中立即解析失败，隧道无法拉起；当前环境亦未必安装 winget/系统 PATH 中的 cloudflared，需要可放置于项目目录的 fallback。
+- **decisions**: 不改为仅英文输出（保留原有中文提示与框线字符）；`.env.local` 注释改为英文短句以避免无 BOM 环境下再次出现字符串边界问题。
+- **notes**: 会话中曾从 GitHub latest release 下载 `cloudflared-windows-amd64.exe` 至 `art-agent/cloudflared.exe` 并成功启动双隧道；该文件已被 gitignore。
+
+### [CL-20260417-1500] 2026-04-17 15:00 — 按 INFOLAYER.md 实现完整前端信息架构（Phase 1+ 占位骨架）
+- **tags**: 前端, UI骨架, INFOLAYER, 多项目, 风格库, 角色库, 训练中心, 项目设置, TaskCard, 候选评估, 占位数据
+- **affected_files**:
+  - art-agent/frontend/src/lib/types.ts
+  - art-agent/frontend/src/lib/placeholder-store.ts
+  - art-agent/frontend/src/lib/app-context.tsx
+  - art-agent/frontend/src/app/globals.css
+  - art-agent/frontend/src/app/page.tsx
+  - art-agent/frontend/src/app/gallery/page.tsx
+  - art-agent/frontend/src/app/styles/page.tsx
+  - art-agent/frontend/src/app/styles/[id]/page.tsx
+  - art-agent/frontend/src/app/characters/page.tsx
+  - art-agent/frontend/src/app/characters/[id]/page.tsx
+  - art-agent/frontend/src/app/training/page.tsx
+  - art-agent/frontend/src/app/training/[id]/page.tsx
+  - art-agent/frontend/src/app/training/new/page.tsx
+  - art-agent/frontend/src/app/settings/page.tsx
+  - art-agent/frontend/src/components/layout/top-nav.tsx
+  - art-agent/frontend/src/components/layout/project-switcher.tsx
+  - art-agent/frontend/src/components/sidebar/sidebar.tsx
+  - art-agent/frontend/src/components/sidebar/project-card.tsx
+  - art-agent/frontend/src/components/chat/session-quick-picks.tsx
+  - art-agent/frontend/src/components/chat/task-card.tsx
+  - art-agent/frontend/src/components/workbench/advanced-controls.tsx
+  - art-agent/frontend/src/components/workbench/candidate-panel.tsx
+- **what**: 按 `docs/art-agent/INFOLAYER.md` 规范一次性铺开 Phase 1–3 产品形态的前端 UI 骨架：新增风格库 `/styles`、角色库 `/characters`、训练中心 `/training`、项目设置 `/settings` 四大页面模块（含列表 + 详情 + 创建流程）；工作台输入区上方加入风格/角色/资产规格快选条、高级控制抽屉、候选评估侧面板、Task Card IR 占位组件；资源库新增资产类型/风格/角色多维过滤和语义搜索切换；TopNav 扩充导航项与项目切换器，Sidebar 加入项目信息卡；新增 `lib/placeholder-store.ts` 管理 Phase 1+ 占位数据（项目/风格集/角色卡/训练任务）并在 `app-context.tsx` 中统一暴露；`globals.css` 补充 `phase-chip` / `placeholder-card` / `hide-scrollbar` / `section-divider` 工具类。
+- **why**: INFOLAYER.md 规划了 Phase 0–3 完整产品形态，其中 Phase 1+（多项目、风格库/角色库、训练中心、Task Card、候选评估等）尚未具备后端能力。用户希望先把完整交互结构和界面落地，"数据或展示上写占位"即可，方便内部演示、收集反馈以及后续按 Phase 增量接入真实后端。
+- **decisions**: (1) 占位数据用独立的 `placeholder-store.ts` + `localStorage` 持久化，与现有 `store.ts` 解耦，首次加载注入示例数据（2 个项目 / 4 个风格集 / 2 个角色 / 4 个训练任务）。(2) 详情页直接用 `[id]/page.tsx` 同时处理 `new` 与编辑两种模式（判断 `params.id === 'new'`），不再新增 `/styles/new` 等专用子路由。(3) Task Card 作为独立可复用组件 (`components/chat/task-card.tsx`)，不强制接入当前 chat loop，等真实 IR 管线就绪时再 wire up。(4) 候选评估面板从"最后一条含 images 的 assistant 消息"取数据做 demo。(5) Gallery 风格/角色过滤用 prompt 关键词子串匹配做占位，未来等后端补 asset 归因字段后再切到真实字段。(6) 所有 Phase 1+ 功能按钮均挂 `phase-chip`（P1/P2/P3）明示阶段，避免用户误以为已可用。
+- **notes**: 所有"应用到会话""Fork""训练""批量下载"等交互都是 `alert("（占位）...")`，不产生真实后端调用；真实接入时搜索 `（占位）` 或 `phase-chip` 可快速定位需要替换的位置。`AppContext` 新增字段：`projects` / `activeProjectId` / `stylePacks` / `characters` / `trainingTasks` / `sessionStyleId` / `sessionCharacterId` / `sessionAssetSpec` 及对应 upsert/delete 方法；切换用户时会重新加载全部占位数据。`/styles/[id]` 和 `/characters/[id]` 的"生成图片"列表也是基于关键词从现有 assets 里筛的占位结果，不是真正的归因。`ChatMessage` 未扩展，Task Card 目前仅以组件形式存在，实际渲染位置需要后续决定（工作台消息流或独立抽屉）。
+- **source_chat**: [实现 INFOLAYER 完整 UI 骨架](607b2d99-ff5b-48a6-91b5-1ada004cd8d5)
+
 ### [CL-20260416-1600] 2026-04-16 16:00 — 视觉风格从暗绿底全面转为白底青绿（绢本山水）
 - **tags**: 前端, 视觉风格, 色彩体系, CSS变量, 白底, 千里江山图
 - **affected_files**:

.cursor/changelog/changelog-headlines.md

@@ -2,6 +2,8 @@
 
 最近 ~50 次改动的一句话概要，按时间倒序排列。每次会话自动注入上下文。
 
+- [CL-20260417-1510] start-tunnel.ps1 修复 PS5.1 中文 here-string 解析失败：WriteAllLines 写 .env、脚本 UTF-8 BOM、同目录 cloudflared.exe 优先；根 .gitignore 忽略下载的 cloudflared.exe
+- [CL-20260417-1500] 按 INFOLAYER.md 一次性铺开 Phase 1+ 前端 UI 骨架：新增风格库/角色库/训练中心/项目设置四大页面模块+工作台快选条+高级控制+候选评估+Task Card+资源库多维过滤，placeholder-store.ts 管理占位数据，phase-chip 标注阶段
 - [CL-20260416-1600] 视觉风格从暗绿底全面转为白底青绿（绢本山水）：背景#FAFAF7+文字#1A1A1A+accent#2E8B7A，13个文件颜色替换，面板改白色毛玻璃，云雾透明度降低，VISUAL-STYLE-GUIDE.md重写
 - [CL-20260416-1500] UX风格指南实现度补全：涟漪/sendBounce/会话切换动画/Error飘散/云雾加载/流式opacity/排版类使用/左上切角/石青占位等10项全部落地，文档每项标注✅状态+实现文件
 - [CL-20260416-1330] 交互体验全面升级：新增framer-motion动画引擎，7级排版体系+4级Surface层级+网格底纹科技感，萤火粒子/数据流光/水墨晕染/投石入水/云雾凝聚/萤火点亮等微交互，用户/助手消息视觉拉开差距，统一Loading/空态/Error状态，全组件hover浮起+侧栏竖线+呼吸脉冲，新增UX-STYLE-GUIDE.md文档
@@ -50,20 +52,3 @@
 - [CL-20260413-0540] 非 vision LLM + 参考图时禁止猜测风格，prompt 只描述内容不写画风，风格交由 IP-Adapter 处理
 - [CL-20260413-0520] 多图生成改为单次 API 调用（利用模型原生批量参数），避免速率限制 + 修复空错误信息显示
 - [CL-20260413-0500] 图片生成后在对话中显示实际使用的模型名称（如"由 Kolors IP-Adapter 生成"），便于模型溯源
-- [CL-20260413-0440] 修复 Kolors IP-Adapter 404 错误：社区模型需 `owner/model:version_hash` 格式，补全版本 hash 后生图成功
-- [CL-20260413-0430] 图片生成失败时将具体错误信息（Replicate API 报错等）透传到前端展示，新增 tool_error SSE 事件
-- [CL-20260413-0330] README 补充访问地址汇总（本机/局域网/外网）+ 穿透管理文档（安装/启停/排错）
-- [CL-20260412-2345] 参考图上传独立化：选图即上传 + 环形进度条 + 成功/失败状态反馈 + 失败重试，后端新增独立上传端点
-- [CL-20260412-2315] 修复 Cloudflare Tunnel 跨域开发警告：next.config.ts 新增 allowedDevOrigins 通配符
-- [CL-20260412-2300] 集成 Kolors IP-Adapter 模型：参考图可直接用于风格生成，模型注册表新增通用参考图支持机制
-- [CL-20260412-2230] 用户消息气泡中显示参考图缩略图：ChatMessage 新增 refImageUrl，发送后在气泡中渲染参考图
-- [CL-20260412-2200] 修复 DeepSeek 不支持 image_url 参考图上传报错：新增 vision 能力检测，非 vision 模型走文字提示
-- [CL-20260412-2130] 修复图片生成失败时前端显示破碎图标：后端分离错误信息与有效 URL，前端过滤无效 URL 不渲染空图片
-- [CL-20260412-2100] 生图模型动态切换：Provider 抽象架构 + 前端模型选择器 + Replicate 多模型（flux-schnell/flux-dev/SDXL）按消息粒度切换
-- [CL-20260412-1800] 移动端适配 + Cloudflare Tunnel 内网穿透：响应式布局改造（9 个组件）+ 一键穿透脚本 + cloudflared 安装
-- [CL-20260412-1530] 修复 .env 配置加载时序问题：load_dotenv 前置 + override=True + config.py 改函数式懒读取
-- [CL-20260412-1500] 品牌重命名 Art Agent → EPEEKit + 后端 API/模型配置集中化到 .env + config.py
-- [CL-20260412-0300] 完成交互原型全面重构：三栏布局 + 多会话标签系统 + Canvas 标注 + 资源库页面
-- [CL-20260411-1630] 安装 Node.js v24.14.1 + Python venv + 前后端依赖，后端启动验证通过
-- [CL-20260411-1600] 从零创建美术 Agent MVP 全部前后端代码（FastAPI + Next.js + Agent Loop + SSE）
-- [CL-20260411-1500] 完成美术 Agent 产品决策（5 个核心问题）和技术选型（8 个维度）两份文档

.cursor/changelog/changelog-recent.md

@@ -3,6 +3,16 @@
 最近 ~10 次改动的摘要记录，按时间倒序排列。
 当 Agent 检测到当前任务与近期改动相关时自动读取。
 
+### [CL-20260417-1510] 2026-04-17 — Cloudflare 穿透脚本兼容 PS5.1 + 本地 cloudflared
+- **tags**: 内网穿透, cloudflared, PowerShell, start-tunnel, env
+- **affected_files**: art-agent/start-tunnel.ps1, .gitignore
+- **summary**: Windows PowerShell 5.1 在 UTF-8 无 BOM 下解析含中文的 `@"` here-string 会报错，导致穿透脚本无法运行。改为用 `WriteAllLines` 写入 `frontend/.env.local`，并将脚本保存为 UTF-8 BOM。脚本启动时若存在 `art-agent/cloudflared.exe` 则自动加入 PATH 优先使用。根目录 `.gitignore` 忽略本地下载的 `cloudflared.exe`（体积大）。
+
+### [CL-20260417-1500] 2026-04-17 — 按 INFOLAYER.md 实现完整前端信息架构（Phase 1+ 占位骨架）
+- **tags**: 前端, UI骨架, INFOLAYER, 多项目, 风格库, 角色库, 训练中心, 项目设置, TaskCard, 候选评估, 占位数据
+- **affected_files**: types.ts, placeholder-store.ts, app-context.tsx, globals.css, app/page.tsx, app/gallery/page.tsx, app/styles/*, app/characters/*, app/training/*, app/settings/page.tsx, top-nav.tsx, project-switcher.tsx, project-card.tsx, session-quick-picks.tsx, task-card.tsx, advanced-controls.tsx, candidate-panel.tsx, sidebar.tsx
+- **summary**: 一次性铺开 INFOLAYER.md Phase 1–3 完整 UI 骨架：新增 /styles /characters /training /settings 四大模块（列表+详情+创建流程），工作台加入风格/角色/规格快选条、高级控制抽屉、候选评估面板、Task Card 组件，资源库加二级过滤（资产类型/风格/角色）+ 语义搜索切换；TopNav 加项目切换器和新导航项；Sidebar 加项目信息卡。所有 Phase 1+ 数据通过新建的 placeholder-store.ts + localStorage 占位持久化（首次注入示例），AppContext 扩充相关字段。所有真实后端行为均为 `alert("（占位）...")`，UI 上以 phase-chip（P1/P2/P3）明示阶段。搜索"（占位）"可快速定位待接入点。
+
 ### [CL-20260416-1600] 2026-04-16 — 视觉风格从暗绿底全面转为白底青绿（绢本山水）
 - **tags**: 前端, 视觉风格, 色彩体系, CSS变量, 白底, 千里江山图
 - **affected_files**: globals.css, page.tsx, login/page.tsx, gallery/page.tsx, chat-messages.tsx, chat-input.tsx, top-nav.tsx, sidebar.tsx, session-list.tsx, profile-modal.tsx, image-detail-panel.tsx, ambient-particles.tsx, VISUAL-STYLE-GUIDE.md

.cursor/skills/dev-changelog/SKILL.md

@@ -83,7 +83,7 @@ Agent 完成了一个涉及**代码或配置文件实质性改动**的任务后
 
 4. 写入三个文件（按以下顺序）：
    a. 读取 changelog-full.md，在 "## 记录" 下方追加 L1 条目
-   b. 读取 changelog-recent.md，在顶部插入 L2 条目，如超过 10 条则移除最旧的
+   b. 读取 changelog-recent.md，在顶部插入 L2 条目，如超过 20 条则移除最旧的（与下方「L2 窗口」一致）
    c. 读取 changelog-headlines.md，在顶部插入 L3 条目，如超过 50 条则移除最旧的
 
 5. 在回复末尾附一行提示："[已记录到开发日志]"
@@ -247,3 +247,5 @@ Agent 完成了一个涉及**代码或配置文件实质性改动**的任务后
 ### 已知必要检查
 
 1. **大任务收尾遗漏风险** — 当单次任务涉及 5+ 个文件改动时，Agent 容易在输出总结回复后遗漏被动写入流程。应在生成最终回复前，先执行 `changelog-recall.mdc` 中的"任务完成 Checklist"，确认三层日志已写入后再输出回复。绝不能"先回复再补写"。
+
+2. **L3/L2 滚动窗口必须落地** — 操作 A 第 4 步不是「插入即结束」：写入后必须数清条目（L3 为以 `- [` 开头的列表行，L2 为 `### [CL-` 标题行）。L3 超过 50 条、L2 超过 20 条时，必须从**文件底部（最旧）**整段删除条目直至恰好满足上限；禁止长期只追加不修剪。若发现 `changelog-headlines.md` 列表行多于 50，说明上次写入未执行本项，本次补修剪并自检。

.cursor/skills/epee-orchestrator/registry.md

@@ -39,7 +39,7 @@
 - **触发场景**: "开发日志"、"changelog"、"最近改了什么"、"回顾改动"、"查看开发记录"、代码改动后自动写入
 - **输出**: .cursor/changelog/ 下的 changelog-full.md、changelog-recent.md、changelog-headlines.md
 - **路径**: .cursor/skills/dev-changelog/SKILL.md
-- **备注**: 写入由 changelog-recall Rule 的"任务完成 Checklist"触发（原被动写入提醒已升级为强制 checklist）；L3 概要每次会话自动注入上下文；stop Hook 双保险兜底
+- **备注**: 写入由 changelog-recall Rule 的"任务完成 Checklist"触发（原被动写入提醒已升级为强制 checklist）；L3 概要每次会话自动注入上下文；stop Hook 双保险兜底；写入后须维护 L3≤50 / L2≤20 滚动窗口（见 Skill 自迭代检查项）
 
 ### pitfall-journal
 - **类型**: 基础设施

.gitignore

@@ -34,6 +34,8 @@ out/
 art-agent/backend/uploads/
 art-agent/backend/generated/
 art-agent/backend/data/
+# 本地下载的 cloudflared CLI（体积大，见 README / start-tunnel.ps1）
+art-agent/cloudflared.exe
 
 # ─── 工具二进制 ──────────────────────────────────────────
 *.exe

art-agent/frontend/src/app/characters/[id]/page.tsx

@@ -0,0 +1,511 @@
+"use client";
+
+import { useState, useEffect } from "react";
+import { useParams, useRouter } from "next/navigation";
+import Link from "next/link";
+import { TopNav } from "@/components/layout/top-nav";
+import { AmbientParticles } from "@/components/ui/ambient-particles";
+import { useApp } from "@/lib/app-context";
+import type { CharacterCard, CharacterRefImage } from "@/lib/types";
+
+const ANGLES = [
+  "正面",
+  "半侧面",
+  "侧面",
+  "背面",
+  "半身",
+  "全身",
+  "表情·微笑",
+  "表情·愤怒",
+  "表情·惊讶",
+  "服饰细节",
+];
+
+export default function CharacterDetailPage() {
+  const params = useParams<{ id: string }>();
+  const router = useRouter();
+  const isNew = params.id === "new";
+  const {
+    characters,
+    upsertCharacter,
+    deleteCharacter,
+    setSessionCharacterId,
+    projects,
+    activeProjectId,
+    assets,
+  } = useApp();
+
+  const [c, setC] = useState<CharacterCard | null>(null);
+
+  useEffect(() => {
+    if (isNew) {
+      const now = Date.now();
+      setC({
+        id: `char-${now.toString(36)}`,
+        name: "",
+        description: "",
+        personality: [],
+        visualHooks: [],
+        consistency: "medium",
+        refImages: [],
+        projectId: activeProjectId,
+        createdAt: now,
+        updatedAt: now,
+      });
+    } else {
+      const found = characters.find((x) => x.id === params.id);
+      if (found) setC(found);
+    }
+  }, [params.id, characters, isNew, activeProjectId]);
+
+  if (!c) {
+    return (
+      <div className="h-screen flex flex-col">
+        <TopNav />
+        <main className="flex-1 flex items-center justify-center">
+          <p className="typo-caption">加载中...</p>
+        </main>
+      </div>
+    );
+  }
+
+  const handleSave = () => {
+    if (!c.name.trim()) {
+      alert("请填写角色名称");
+      return;
+    }
+    upsertCharacter(c);
+    alert("已保存（占位）");
+    if (isNew) router.push(`/characters/${c.id}`);
+  };
+
+  const handleApply = () => {
+    setSessionCharacterId(c.id);
+    alert(`已将角色 "${c.name}" 应用到当前会话（占位）`);
+    router.push("/");
+  };
+
+  const handleDelete = () => {
+    if (!confirm(`确认删除角色 "${c.name}"？`)) return;
+    deleteCharacter(c.id);
+    router.push("/characters");
+  };
+
+  const addRef = (angle: string) => {
+    setC({
+      ...c,
+      refImages: [
+        ...c.refImages,
+        { id: `r-${Date.now()}`, url: "", angle, caption: "占位参考图" },
+      ],
+    });
+  };
+
+  const removeRef = (id: string) => {
+    setC({ ...c, refImages: c.refImages.filter((r) => r.id !== id) });
+  };
+
+  const addPersonality = (kw: string) => {
+    if (!kw || c.personality.includes(kw)) return;
+    setC({ ...c, personality: [...c.personality, kw] });
+  };
+
+  const addHook = (kw: string) => {
+    if (!kw || c.visualHooks.includes(kw)) return;
+    setC({ ...c, visualHooks: [...c.visualHooks, kw] });
+  };
+
+  const relatedAssets = assets
+    .filter((a) =>
+      c.visualHooks.some((h) => a.prompt.toLowerCase().includes(h.toLowerCase())) ||
+      a.prompt.toLowerCase().includes(c.name.toLowerCase())
+    )
+    .slice(0, 6);
+
+  return (
+    <div className="h-screen flex flex-col">
+      <AmbientParticles count={12} />
+      <TopNav />
+
+      <main className="flex-1 overflow-y-auto">
+        <div className="max-w-5xl mx-auto px-4 md:px-8 py-6 md:py-8">
+          <div className="flex items-center gap-1.5 text-xs text-[var(--text-secondary)] mb-4">
+            <Link href="/characters" className="hover:text-[var(--accent)] cursor-pointer">
+              角色库
+            </Link>
+            <span>/</span>
+            <span className="text-[var(--text-primary)]">
+              {isNew ? "新建角色" : c.name || "未命名"}
+            </span>
+          </div>
+
+          <div className="flex flex-wrap items-start justify-between gap-4 mb-6">
+            <div className="flex-1 min-w-0">
+              <div className="flex items-center gap-2 mb-1.5">
+                <input
+                  value={c.name}
+                  onChange={(e) => setC({ ...c, name: e.target.value })}
+                  placeholder="角色名称"
+                  className="text-2xl font-bold bg-transparent border-none
+                             text-[var(--text-primary)] placeholder:text-[var(--text-secondary)]/60
+                             focus:outline-none flex-1"
+                />
+                <span className="phase-chip flex-shrink-0">Phase 1</span>
+              </div>
+            </div>
+            <div className="flex flex-wrap gap-2">
+              <button
+                onClick={handleApply}
+                className="px-3.5 py-2 text-xs rounded-xl font-medium
+                           bg-[var(--accent)] text-[var(--bg-primary)]
+                           hover:bg-[var(--accent-hover)]
+                           cursor-pointer btn-hover-lift transition-all"
+              >
+                应用到当前会话
+              </button>
+              <button
+                onClick={handleSave}
+                className="px-3.5 py-2 text-xs rounded-xl font-medium
+                           border border-[var(--border)] bg-[var(--bg-tertiary)]
+                           text-[var(--text-primary)] hover:border-[var(--accent)]/40
+                           cursor-pointer btn-hover-lift transition-all"
+              >
+                保存
+              </button>
+              {!isNew && (
+                <>
+                  <Link
+                    href={`/training/new?type=character&source=${c.id}`}
+                    className="px-3.5 py-2 text-xs rounded-xl font-medium
+                               border border-[var(--gold)]/30 bg-[var(--gold)]/8
+                               text-[var(--gold)] hover:bg-[var(--gold)]/15
+                               cursor-pointer btn-hover-lift transition-all
+                               flex items-center gap-1"
+                  >
+                    训练角色 LoRA
+                    <span className="text-[9px]">P2</span>
+                  </Link>
+                  <button
+                    onClick={handleDelete}
+                    className="px-3.5 py-2 text-xs rounded-xl font-medium
+                               border border-[var(--border)] bg-[var(--bg-tertiary)]
+                               text-[var(--hot)]/60 hover:text-[var(--hot)]
+                               hover:border-[var(--hot)]/40
+                               cursor-pointer btn-hover-lift transition-all"
+                  >
+                    删除
+                  </button>
+                </>
+              )}
+            </div>
+          </div>
+
+          <div className="grid grid-cols-1 lg:grid-cols-3 gap-6">
+            <div className="lg:col-span-2 space-y-5">
+              {/* 基本信息 */}
+              <section>
+                <h2 className="typo-h2 mb-2">基本信息</h2>
+                <textarea
+                  value={c.description}
+                  onChange={(e) => setC({ ...c, description: e.target.value })}
+                  placeholder="一句话简要描述这个角色..."
+                  rows={2}
+                  className="w-full p-3 mb-3 rounded-xl bg-[var(--bg-tertiary)] border border-[var(--border)]
+                             text-sm focus:outline-none focus:border-[var(--accent)]/50 resize-none"
+                />
+                <div className="grid grid-cols-3 gap-2.5">
+                  <LabeledInput label="性别" value={c.gender ?? ""}
+                    onChange={(v) => setC({ ...c, gender: v })} />
+                  <LabeledInput label="年龄段" value={c.ageRange ?? ""}
+                    onChange={(v) => setC({ ...c, ageRange: v })} />
+                  <LabeledInput label="体型" value={c.body ?? ""}
+                    onChange={(v) => setC({ ...c, body: v })} />
+                </div>
+              </section>
+
+              {/* 性格关键词 */}
+              <section>
+                <h2 className="typo-h2 mb-2">性格关键词</h2>
+                <div className="flex flex-wrap gap-1.5">
+                  {c.personality.map((k) => (
+                    <TagChip
+                      key={k}
+                      label={k}
+                      onRemove={() => setC({ ...c, personality: c.personality.filter((x) => x !== k) })}
+                    />
+                  ))}
+                  <KeywordInput onAdd={addPersonality} />
+                </div>
+              </section>
+
+              {/* 背景故事 */}
+              <section>
+                <h2 className="typo-h2 mb-2">背景故事摘要</h2>
+                <textarea
+                  value={c.story ?? ""}
+                  onChange={(e) => setC({ ...c, story: e.target.value })}
+                  placeholder="角色的背景设定、重要经历..."
+                  rows={3}
+                  className="w-full p-3 rounded-xl bg-[var(--bg-tertiary)] border border-[var(--border)]
+                             text-sm focus:outline-none focus:border-[var(--accent)]/50 resize-none"
+                />
+              </section>
+
+              {/* 关键视觉要素 */}
+              <section>
+                <h2 className="typo-h2 mb-2">关键视觉要素</h2>
+                <p className="typo-caption mb-2">
+                  角色的识别性特征（发色、瞳色、标志性饰品、武器等）。
+                </p>
+                <div className="flex flex-wrap gap-1.5">
+                  {c.visualHooks.map((h) => (
+                    <TagChip
+                      key={h}
+                      label={h}
+                      onRemove={() => setC({ ...c, visualHooks: c.visualHooks.filter((x) => x !== h) })}
+                    />
+                  ))}
+                  <KeywordInput onAdd={addHook} />
+                </div>
+              </section>
+
+              {/* 角色参考组 */}
+              <section>
+                <div className="flex items-center justify-between mb-2">
+                  <h2 className="typo-h2">角色参考组</h2>
+                  <AngleDropdown onPick={addRef} />
+                </div>
+                <p className="typo-caption mb-3">
+                  多角度参考图集合：正面 / 半侧面 / 半身 / 表情变化 / 关键服饰细节。
+                </p>
+                <div className="grid grid-cols-3 md:grid-cols-4 gap-2.5">
+                  {c.refImages.map((ref) => (
+                    <RefImageCard
+                      key={ref.id}
+                      ref_={ref}
+                      onRemove={() => removeRef(ref.id)}
+                    />
+                  ))}
+                  {c.refImages.length === 0 && (
+                    <div className="col-span-3 md:col-span-4 py-8 text-center text-xs text-[var(--text-secondary)]
+                                    placeholder-card rounded-xl">
+                      尚未添加参考图
+                    </div>
+                  )}
+                </div>
+              </section>
+
+              {/* 生成历史 */}
+              <section>
+                <h2 className="typo-h2 mb-2">使用该角色生成的图片</h2>
+                {relatedAssets.length === 0 ? (
+                  <div className="py-8 text-center text-xs text-[var(--text-secondary)]
+                                  placeholder-card rounded-xl">
+                    尚无历史生成
+                  </div>
+                ) : (
+                  <div className="grid grid-cols-3 md:grid-cols-6 gap-2">
+                    {relatedAssets.map((a) => (
+                      <div key={a.id}
+                        className="aspect-square rounded-lg overflow-hidden border border-[var(--border)]
+                                   bg-[var(--bg-tertiary)] flex items-center justify-center text-[9px] text-[var(--text-secondary)]">
+                        占位缩略
+                      </div>
+                    ))}
+                  </div>
+                )}
+              </section>
+            </div>
+
+            <aside className="space-y-4">
+              {/* 一致性级别 */}
+              <div className="rounded-xl surface-2 p-4">
+                <span className="typo-strong text-xs block mb-2">默认一致性级别</span>
+                <div className="flex gap-1.5">
+                  {(["low", "medium", "high"] as const).map((lv) => (
+                    <button
+                      key={lv}
+                      onClick={() => setC({ ...c, consistency: lv })}
+                      className={`flex-1 px-2 py-1.5 text-xs rounded-lg cursor-pointer transition-all ${
+                        c.consistency === lv
+                          ? "bg-[var(--accent)]/15 text-[var(--accent)] font-medium border border-[var(--accent)]/40"
+                          : "border border-[var(--border)] text-[var(--text-secondary)] hover:text-[var(--text-primary)]"
+                      }`}
+                    >
+                      {lv === "low" ? "低" : lv === "medium" ? "中" : "高"}
+                    </button>
+                  ))}
+                </div>
+                <p className="text-[10px] text-[var(--text-secondary)] mt-2 leading-relaxed">
+                  高一致性会强制使用角色参考图引导生成。
+                </p>
+              </div>
+
+              {/* 所属项目 */}
+              <div className="rounded-xl surface-2 p-4">
+                <span className="typo-strong text-xs block mb-2">所属项目</span>
+                <select
+                  value={c.projectId ?? ""}
+                  onChange={(e) => setC({ ...c, projectId: e.target.value })}
+                  className="w-full text-xs px-2 py-1.5 rounded-lg bg-[var(--bg-tertiary)] border border-[var(--border)]
+                             focus:outline-none cursor-pointer"
+                >
+                  <option value="">未归属</option>
+                  {projects.map((p) => (
+                    <option key={p.id} value={p.id}>{p.name}</option>
+                  ))}
+                </select>
+              </div>
+
+              {/* LoRA */}
+              <div className="placeholder-card rounded-xl p-4">
+                <div className="flex items-center justify-between mb-2">
+                  <span className="typo-strong text-xs">角色 LoRA</span>
+                  <span className="phase-chip">P2</span>
+                </div>
+                <p className="text-xs text-[var(--text-secondary)] leading-relaxed mb-2">
+                  {c.loraId
+                    ? `已绑定：${c.loraId}（占位）`
+                    : "尚未绑定。可通过训练中心生成角色 LoRA。"}
+                </p>
+                <Link
+                  href={`/training/new?type=character&source=${c.id}`}
+                  className="text-xs text-[var(--gold)] hover:underline"
+                >
+                  前往训练 →
+                </Link>
+              </div>
+
+              <div className="rounded-xl surface-2 p-4">
+                <span className="typo-strong text-xs block mb-2">元信息</span>
+                <div className="text-xs text-[var(--text-secondary)] space-y-1">
+                  <div>创建时间：{new Date(c.createdAt).toLocaleDateString("zh-CN")}</div>
+                  <div>更新时间：{new Date(c.updatedAt).toLocaleDateString("zh-CN")}</div>
+                </div>
+              </div>
+            </aside>
+          </div>
+        </div>
+      </main>
+    </div>
+  );
+}
+
+function LabeledInput({
+  label,
+  value,
+  onChange,
+}: {
+  label: string;
+  value: string;
+  onChange: (v: string) => void;
+}) {
+  return (
+    <div>
+      <div className="typo-micro mb-1" style={{ textTransform: "none" }}>{label}</div>
+      <input
+        value={value}
+        onChange={(e) => onChange(e.target.value)}
+        className="w-full px-2.5 py-1.5 rounded-lg bg-[var(--bg-tertiary)] border border-[var(--border)]
+                   text-xs focus:outline-none focus:border-[var(--accent)]/50"
+      />
+    </div>
+  );
+}
+
+function TagChip({ label, onRemove }: { label: string; onRemove: () => void }) {
+  return (
+    <span className="flex items-center gap-1 text-xs px-2.5 py-1 rounded-lg
+                     bg-[var(--accent)]/10 text-[var(--accent)] font-medium">
+      {label}
+      <button
+        onClick={onRemove}
+        className="hover:text-[var(--hot)] cursor-pointer"
+      >×</button>
+    </span>
+  );
+}
+
+function KeywordInput({ onAdd }: { onAdd: (kw: string) => void }) {
+  const [val, setVal] = useState("");
+  return (
+    <input
+      value={val}
+      onChange={(e) => setVal(e.target.value)}
+      onKeyDown={(e) => {
+        if (e.key === "Enter" && val.trim()) {
+          onAdd(val.trim());
+          setVal("");
+        }
+      }}
+      placeholder="+ 添加（回车）"
+      className="text-xs px-2.5 py-1 rounded-lg bg-[var(--bg-tertiary)] border border-[var(--border)]
+                 focus:outline-none focus:border-[var(--accent)]/50 min-w-[120px]"
+    />
+  );
+}
+
+function AngleDropdown({ onPick }: { onPick: (angle: string) => void }) {
+  const [open, setOpen] = useState(false);
+  return (
+    <div className="relative">
+      <button
+        onClick={() => setOpen(!open)}
+        className="text-xs px-2.5 py-1 rounded-lg border border-[var(--border)]
+                   text-[var(--text-secondary)] hover:text-[var(--accent)]
+                   hover:border-[var(--accent)]/40 cursor-pointer transition-all"
+      >
+        + 添加参考图（占位）
+      </button>
+      {open && (
+        <div className="absolute right-0 top-full mt-1 w-44 surface-3 rounded-xl py-1 z-10">
+          {ANGLES.map((a) => (
+            <button
+              key={a}
+              onClick={() => { onPick(a); setOpen(false); }}
+              className="w-full text-left px-3 py-1.5 text-xs text-[var(--text-primary)]
+                         hover:bg-[var(--bg-tertiary)] cursor-pointer transition-colors"
+            >
+              {a}
+            </button>
+          ))}
+        </div>
+      )}
+    </div>
+  );
+}
+
+function RefImageCard({
+  ref_,
+  onRemove,
+}: {
+  ref_: CharacterRefImage;
+  onRemove: () => void;
+}) {
+  return (
+    <div className="relative aspect-[3/4] rounded-lg overflow-hidden
+                    border border-[var(--border)] group">
+      {ref_.url ? (
+        <img src={ref_.url} alt={ref_.angle} className="w-full h-full object-cover" />
+      ) : (
+        <div className="w-full h-full bg-gradient-to-br from-[var(--accent-secondary)]/10 to-[var(--accent)]/5
+                        flex items-center justify-center p-2">
+          <div className="text-center">
+            <div className="text-[10px] text-[var(--accent)]/70 font-medium mb-0.5">
+              {ref_.angle}
+            </div>
+            <div className="text-[9px] text-[var(--text-secondary)]">占位</div>
+          </div>
+        </div>
+      )}
+      <button
+        onClick={onRemove}
+        className="absolute top-1 right-1 w-5 h-5 rounded-full
+                   bg-black/60 text-white text-xs opacity-0 group-hover:opacity-100
+                   cursor-pointer transition-opacity flex items-center justify-center"
+      >
+        ×
+      </button>
+    </div>
+  );
+}

art-agent/frontend/src/app/characters/page.tsx

@@ -0,0 +1,217 @@
+"use client";
+
+import { useState, useMemo } from "react";
+import Link from "next/link";
+import { motion } from "framer-motion";
+import { TopNav } from "@/components/layout/top-nav";
+import { AmbientParticles } from "@/components/ui/ambient-particles";
+import { useApp } from "@/lib/app-context";
+import { staggerContainer, staggerItem } from "@/components/ui/motion-presets";
+import type { CharacterCard } from "@/lib/types";
+
+export default function CharactersPage() {
+  const { characters, projects, activeProjectId } = useApp();
+
+  const [query, setQuery] = useState("");
+  const [projectFilter, setProjectFilter] = useState<string>("all");
+
+  const filtered = useMemo(() => {
+    let list = [...characters];
+    if (projectFilter !== "all") {
+      list = list.filter((c) => c.projectId === projectFilter);
+    }
+    if (query.trim()) {
+      const q = query.trim().toLowerCase();
+      list = list.filter(
+        (c) =>
+          c.name.toLowerCase().includes(q) ||
+          c.description.toLowerCase().includes(q) ||
+          c.visualHooks.some((h) => h.toLowerCase().includes(q))
+      );
+    }
+    return list;
+  }, [characters, projectFilter, query]);
+
+  return (
+    <div className="h-screen flex flex-col relative z-[1]">
+      <AmbientParticles count={16} />
+      <TopNav />
+
+      <main className="flex-1 overflow-y-auto">
+        <div className="max-w-7xl mx-auto px-4 md:px-8 py-6 md:py-8">
+          <div className="flex items-start justify-between gap-4 mb-6">
+            <div>
+              <div className="flex items-center gap-2 mb-1.5">
+                <h1 className="typo-h1">角色库</h1>
+                <span className="phase-chip">Phase 1</span>
+              </div>
+              <p className="typo-caption">
+                项目角色卡。包含多角度参考图组、关键视觉要素、一致性级别设置。
+              </p>
+            </div>
+            <Link
+              href="/characters/new"
+              className="flex items-center gap-1.5 px-3.5 py-2 text-sm rounded-xl font-medium
+                         bg-[var(--accent)] text-[var(--bg-primary)]
+                         hover:bg-[var(--accent-hover)]
+                         hover:shadow-[0_0_12px_rgba(46,139,122,0.25)]
+                         transition-all cursor-pointer btn-hover-lift flex-shrink-0"
+            >
+              <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2.5">
+                <path d="M12 5v14M5 12h14" />
+              </svg>
+              新建角色
+            </Link>
+          </div>
+
+          <div className="flex flex-wrap items-center gap-3 mb-6">
+            <div className="flex items-center gap-1.5 flex-1 min-w-[200px] max-w-[360px]
+                            px-3 py-1.5 rounded-xl bg-[var(--bg-tertiary)] border border-[var(--border)]
+                            focus-within:border-[var(--accent)]/40 transition-colors">
+              <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="var(--text-secondary)" strokeWidth="2">
+                <circle cx="11" cy="11" r="8" />
+                <path d="M21 21l-4.35-4.35" />
+              </svg>
+              <input
+                value={query}
+                onChange={(e) => setQuery(e.target.value)}
+                placeholder="搜索角色名 / 描述 / 视觉要素..."
+                className="flex-1 bg-transparent border-none text-sm
+                           text-[var(--text-primary)] placeholder:text-[var(--text-secondary)]
+                           focus:outline-none"
+              />
+            </div>
+
+            {/* 项目筛选 */}
+            <select
+              value={projectFilter}
+              onChange={(e) => setProjectFilter(e.target.value)}
+              className="text-xs px-2.5 py-1.5 rounded-lg bg-[var(--bg-tertiary)] border border-[var(--border)]
+                         text-[var(--text-secondary)] cursor-pointer focus:outline-none
+                         focus:border-[var(--accent)]/40"
+            >
+              <option value="all">全部项目</option>
+              {projects.map((p) => (
+                <option key={p.id} value={p.id}>
+                  {p.name === projects.find((x) => x.id === activeProjectId)?.name
+                    ? `${p.name}（当前）`
+                    : p.name}
+                </option>
+              ))}
+            </select>
+          </div>
+
+          {filtered.length === 0 ? (
+            <div className="text-center py-20">
+              <p className="typo-display text-lg mb-2">没有匹配的角色</p>
+              <p className="typo-caption">试试调整筛选条件或点击&ldquo;新建角色&rdquo;</p>
+            </div>
+          ) : (
+            <motion.div
+              variants={staggerContainer}
+              initial="hidden"
+              animate="visible"
+              className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-4 gap-4"
+            >
+              {filtered.map((c) => (
+                <CharCard key={c.id} c={c} projects={projects} />
+              ))}
+              <motion.div variants={staggerItem}>
+                <Link
+                  href="/characters/new"
+                  className="aspect-[3/4] rounded-xl placeholder-card
+                             flex flex-col items-center justify-center gap-2
+                             text-[var(--text-secondary)] hover:text-[var(--accent)]
+                             hover:border-[var(--accent)]/50 cursor-pointer
+                             transition-all btn-hover-lift"
+                >
+                  <svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="1.5">
+                    <path d="M12 5v14M5 12h14" />
+                  </svg>
+                  <span className="text-xs">新建角色</span>
+                </Link>
+              </motion.div>
+            </motion.div>
+          )}
+        </div>
+      </main>
+    </div>
+  );
+}
+
+function CharCard({
+  c,
+  projects,
+}: {
+  c: CharacterCard;
+  projects: { id: string; name: string }[];
+}) {
+  const projectName = c.projectId
+    ? projects.find((p) => p.id === c.projectId)?.name
+    : undefined;
+
+  return (
+    <motion.div variants={staggerItem}>
+      <Link
+        href={`/characters/${c.id}`}
+        className="block rounded-xl overflow-hidden neon-border
+                   bg-[var(--bg-card)] backdrop-blur-sm cursor-pointer"
+      >
+        <div className="aspect-[3/4] relative overflow-hidden
+                        bg-gradient-to-br from-[var(--accent-secondary)]/15 via-[var(--accent)]/10 to-transparent">
+          <div className="absolute inset-0 flex items-center justify-center">
+            <div className="text-center">
+              <div className="w-16 h-16 rounded-full bg-[var(--bg-card)] border border-[var(--accent)]/30
+                              flex items-center justify-center mx-auto mb-2">
+                <span className="text-2xl font-bold text-[var(--accent)]">
+                  {c.name.charAt(0)}
+                </span>
+              </div>
+              <div className="text-[9px] text-[var(--text-secondary)]">
+                头像占位 · {c.refImages.length} 张参考
+              </div>
+            </div>
+          </div>
+
+          {c.loraId && (
+            <span className="absolute top-2 right-2 phase-chip-accent phase-chip">
+              LoRA
+            </span>
+          )}
+        </div>
+
+        <div className="p-3">
+          <div className="text-sm font-medium text-[var(--text-primary)] truncate mb-1">
+            {c.name}
+          </div>
+          <div className="text-[10px] text-[var(--text-secondary)] line-clamp-2 mb-2 min-h-[24px]">
+            {c.description}
+          </div>
+          <div className="flex items-center justify-between text-[10px] text-[var(--text-secondary)]">
+            <span className="truncate">{projectName || "未归属项目"}</span>
+            <span
+              className="px-1.5 py-0.5 rounded-md font-medium"
+              style={{
+                background:
+                  c.consistency === "high"
+                    ? "rgba(46, 139, 122, 0.15)"
+                    : c.consistency === "medium"
+                    ? "rgba(58, 127, 184, 0.12)"
+                    : "rgba(107, 123, 138, 0.12)",
+                color:
+                  c.consistency === "high"
+                    ? "var(--accent)"
+                    : c.consistency === "medium"
+                    ? "var(--accent-secondary)"
+                    : "var(--text-secondary)",
+              }}
+            >
+              一致性：
+              {c.consistency === "high" ? "高" : c.consistency === "medium" ? "中" : "低"}
+            </span>
+          </div>
+        </div>
+      </Link>
+    </motion.div>
+  );
+}

art-agent/frontend/src/app/gallery/page.tsx

@@ -12,17 +12,30 @@ import type { ImageAsset } from "@/lib/types";
 
 type ViewMode = "grid" | "list";
 type SortBy = "time" | "name";
+type SearchMode = "keyword" | "semantic";
+
+const ASSET_TYPES = [
+  { id: "icon", label: "Icon", keywords: ["icon", "图标", "徽标"] },
+  { id: "character", label: "角色立绘", keywords: ["立绘", "角色", "character", "半身", "全身"] },
+  { id: "scene", label: "场景", keywords: ["场景", "背景", "scene", "landscape"] },
+  { id: "item", label: "道具", keywords: ["道具", "武器", "装备", "item"] },
+  { id: "ui", label: "UI 元素", keywords: ["ui", "按钮", "卡片", "边框"] },
+];
 
 export default function GalleryPage() {
-  const { assets, tags, toggleFavorite, deleteAssetById, updateAsset } = useApp();
+  const { assets, tags, toggleFavorite, deleteAssetById, stylePacks, characters } = useApp();
 
   const [viewMode, setViewMode] = useState<ViewMode>("grid");
   const [sortBy, setSortBy] = useState<SortBy>("time");
   const [selectedTagIds, setSelectedTagIds] = useState<string[]>([]);
   const [searchQuery, setSearchQuery] = useState("");
+  const [searchMode, setSearchMode] = useState<SearchMode>("keyword");
   const [showFavOnly, setShowFavOnly] = useState(false);
   const [selectedIds, setSelectedIds] = useState<Set<string>>(new Set());
   const [detailAsset, setDetailAsset] = useState<ImageAsset | null>(null);
+  const [selectedAssetType, setSelectedAssetType] = useState<string | null>(null);
+  const [selectedStyleId, setSelectedStyleId] = useState<string | null>(null);
+  const [selectedCharacterId, setSelectedCharacterId] = useState<string | null>(null);
 
   const tagMap = new Map(tags.map((t) => [t.id, t]));
 
@@ -39,7 +52,37 @@ export default function GalleryPage() {
 
     if (searchQuery.trim()) {
       const q = searchQuery.trim().toLowerCase();
+      if (searchMode === "keyword") {
         result = result.filter((a) => a.prompt.toLowerCase().includes(q));
+      } else {
+        const tokens = q.split(/\s+/).filter(Boolean);
+        result = result.filter((a) => {
+          const text = a.prompt.toLowerCase();
+          return tokens.some((t) => text.includes(t));
+        });
+      }
+    }
+
+    if (selectedAssetType) {
+      const kws = ASSET_TYPES.find((t) => t.id === selectedAssetType)?.keywords ?? [];
+      result = result.filter((a) => kws.some((k) => a.prompt.toLowerCase().includes(k.toLowerCase())));
+    }
+
+    if (selectedStyleId) {
+      const sp = stylePacks.find((s) => s.id === selectedStyleId);
+      const kws = sp?.keywords ?? [];
+      result = result.filter((a) =>
+        kws.some((k) => a.prompt.toLowerCase().includes(k.toLowerCase())) ||
+        a.prompt.toLowerCase().includes((sp?.name ?? "").toLowerCase())
+      );
+    }
+
+    if (selectedCharacterId) {
+      const ch = characters.find((c) => c.id === selectedCharacterId);
+      const kws = [...(ch?.visualHooks ?? []), ch?.name].filter(Boolean) as string[];
+      result = result.filter((a) =>
+        kws.some((k) => a.prompt.toLowerCase().includes(k.toLowerCase()))
+      );
     }
 
     result.sort((a, b) => {
@@ -48,7 +91,8 @@ export default function GalleryPage() {
     });
 
     return result;
-  }, [assets, showFavOnly, selectedTagIds, searchQuery, sortBy]);
+  }, [assets, showFavOnly, selectedTagIds, searchQuery, searchMode, sortBy,
+      selectedAssetType, selectedStyleId, selectedCharacterId, stylePacks, characters]);
 
   const toggleSelect = (id: string) => {
     setSelectedIds((prev) => {
@@ -144,11 +188,20 @@ export default function GalleryPage() {
               <input
                 value={searchQuery}
                 onChange={(e) => setSearchQuery(e.target.value)}
-                placeholder="搜索 Prompt..."
+                placeholder={searchMode === "semantic" ? "语义搜索（占位）..." : "搜索 Prompt..."}
                 className="flex-1 bg-transparent border-none text-sm
                            text-[var(--text-primary)] placeholder:text-[var(--text-secondary)]
                            focus:outline-none"
               />
+              <button
+                onClick={() => setSearchMode(searchMode === "keyword" ? "semantic" : "keyword")}
+                className="flex items-center gap-1 text-[10px] text-[var(--text-secondary)]
+                           hover:text-[var(--accent)] cursor-pointer transition-colors"
+                title="切换搜索模式"
+              >
+                {searchMode === "semantic" ? "语义" : "关键词"}
+                {searchMode === "semantic" && <span className="phase-chip">P2</span>}
+              </button>
             </div>
 
             {/* 标签筛选 */}
@@ -238,6 +291,84 @@ export default function GalleryPage() {
             </div>
           </div>
 
+          {/* 二级过滤器：资产类型 / 风格 / 角色 */}
+          <div className="flex-shrink-0 border-b border-[var(--border)] surface-1
+                          px-4 md:px-5 py-2 flex items-center gap-3 flex-wrap text-xs">
+            <div className="flex items-center gap-1.5 flex-wrap">
+              <span className="typo-micro" style={{ textTransform: "none" }}>类型</span>
+              <button
+                onClick={() => setSelectedAssetType(null)}
+                className={`px-2 py-0.5 rounded-md cursor-pointer transition-all text-[11px] ${
+                  selectedAssetType === null
+                    ? "bg-[var(--accent)]/10 text-[var(--accent)] border border-[var(--accent)]/30"
+                    : "border border-[var(--border)] text-[var(--text-secondary)]"
+                }`}
+              >
+                全部
+              </button>
+              {ASSET_TYPES.map((t) => (
+                <button
+                  key={t.id}
+                  onClick={() => setSelectedAssetType(t.id === selectedAssetType ? null : t.id)}
+                  className={`px-2 py-0.5 rounded-md cursor-pointer transition-all text-[11px] ${
+                    selectedAssetType === t.id
+                      ? "bg-[var(--accent)]/10 text-[var(--accent)] border border-[var(--accent)]/30"
+                      : "border border-[var(--border)] text-[var(--text-secondary)] hover:text-[var(--text-primary)]"
+                  }`}
+                >
+                  {t.label}
+                </button>
+              ))}
+            </div>
+
+            {stylePacks.length > 0 && (
+              <div className="flex items-center gap-1.5 flex-wrap">
+                <span className="typo-micro" style={{ textTransform: "none" }}>风格</span>
+                <select
+                  value={selectedStyleId ?? ""}
+                  onChange={(e) => setSelectedStyleId(e.target.value || null)}
+                  className="px-2 py-0.5 text-[11px] rounded-md bg-[var(--bg-tertiary)]
+                             border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none cursor-pointer"
+                >
+                  <option value="">全部</option>
+                  {stylePacks.map((s) => (
+                    <option key={s.id} value={s.id}>{s.name}</option>
+                  ))}
+                </select>
+              </div>
+            )}
+
+            {characters.length > 0 && (
+              <div className="flex items-center gap-1.5 flex-wrap">
+                <span className="typo-micro" style={{ textTransform: "none" }}>角色</span>
+                <select
+                  value={selectedCharacterId ?? ""}
+                  onChange={(e) => setSelectedCharacterId(e.target.value || null)}
+                  className="px-2 py-0.5 text-[11px] rounded-md bg-[var(--bg-tertiary)]
+                             border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none cursor-pointer"
+                >
+                  <option value="">全部</option>
+                  {characters.map((c) => (
+                    <option key={c.id} value={c.id}>{c.name}</option>
+                  ))}
+                </select>
+              </div>
+            )}
+
+            {(selectedAssetType || selectedStyleId || selectedCharacterId) && (
+              <button
+                onClick={() => {
+                  setSelectedAssetType(null);
+                  setSelectedStyleId(null);
+                  setSelectedCharacterId(null);
+                }}
+                className="ml-auto text-[10px] text-[var(--text-secondary)] hover:text-[var(--hot)] cursor-pointer"
+              >
+                清除筛选
+              </button>
+            )}
+          </div>
+
           {/* 批量操作栏 */}
           {selectedIds.size > 0 && (
             <div className="flex-shrink-0 px-5 py-2.5 bg-[var(--accent)]/5 border-b border-[var(--accent)]/20

art-agent/frontend/src/app/globals.css

@@ -543,6 +543,52 @@ select option {
   animation: mistCondense 1.5s ease-out forwards, breathPulse 2s ease-in-out 1.5s infinite;
 }
 
+/* ===== 隐藏滚动条（保留滚动能力） ===== */
+.hide-scrollbar::-webkit-scrollbar {
+  display: none;
+}
+.hide-scrollbar {
+  -ms-overflow-style: none;
+  scrollbar-width: none;
+}
+
+/* ===== Phase 徽章 ===== */
+.phase-chip {
+  display: inline-flex;
+  align-items: center;
+  padding: 2px 6px;
+  border-radius: 4px;
+  font-size: 9px;
+  font-weight: 600;
+  background: rgba(184, 147, 90, 0.12);
+  color: var(--gold);
+  letter-spacing: 0.03em;
+}
+.phase-chip-accent {
+  background: rgba(46, 139, 122, 0.12);
+  color: var(--accent);
+}
+
+/* ===== 占位卡片（透明虚线边框） ===== */
+.placeholder-card {
+  border: 1px dashed rgba(46, 139, 122, 0.25);
+  background:
+    repeating-linear-gradient(
+      135deg,
+      rgba(46, 139, 122, 0.02) 0px,
+      rgba(46, 139, 122, 0.02) 12px,
+      transparent 12px,
+      transparent 24px
+    );
+}
+
+/* ===== 段落分隔（用于 Phase 说明） ===== */
+.section-divider {
+  height: 1px;
+  background: linear-gradient(90deg, transparent 0%, var(--border-glow) 50%, transparent 100%);
+  margin: 20px 0;
+}
+
 /* ===== 100dvh 兼容 ===== */
 @supports (height: 100dvh) {
   .h-screen {

art-agent/frontend/src/app/page.tsx

@@ -4,6 +4,9 @@ import { useCallback, useEffect, useRef, useState, type DragEvent } from "react"
 import { motion, AnimatePresence } from "framer-motion";
 import { ChatMessages } from "@/components/chat/chat-messages";
 import { ChatInput, type ChatInputHandle } from "@/components/chat/chat-input";
+import { SessionQuickPicks } from "@/components/chat/session-quick-picks";
+import { AdvancedControls } from "@/components/workbench/advanced-controls";
+import { CandidatePanel } from "@/components/workbench/candidate-panel";
 import { Sidebar } from "@/components/sidebar/sidebar";
 import { TopNav } from "@/components/layout/top-nav";
 import { ImageDetailPanel } from "@/components/detail/image-detail-panel";
@@ -44,6 +47,7 @@ export default function Home() {
   const prevSessionId = useRef<string | null>(null);
   const isSwitching = useRef(false);
   const [showScrollBtn, setShowScrollBtn] = useState(false);
+  const [showCandidates, setShowCandidates] = useState(false);
 
   const scrollToBottom = useCallback((instant?: boolean) => {
     if (isSwitching.current && !instant) return;
@@ -460,6 +464,33 @@ export default function Home() {
             )}
           </AnimatePresence>
 
+          <div className="flex-shrink-0 border-t border-[var(--border)] bg-[var(--bg-secondary)]/60 backdrop-blur-md
+                          flex items-center">
+            <div className="flex-1 min-w-0">
+              <SessionQuickPicks />
+            </div>
+            <div className="px-3 md:px-5 py-2 flex items-center gap-1.5">
+              <AdvancedControls />
+              <button
+                onClick={() => setShowCandidates(true)}
+                className="h-7 px-2 rounded-lg text-xs flex items-center gap-1.5
+                           border border-[var(--border)] bg-[var(--bg-tertiary)]
+                           text-[var(--text-secondary)] hover:text-[var(--text-primary)]
+                           hover:border-[var(--accent)]/40 cursor-pointer transition-all"
+                title="候选评估（占位）"
+              >
+                <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+                  <rect x="3" y="3" width="7" height="7" />
+                  <rect x="14" y="3" width="7" height="7" />
+                  <rect x="3" y="14" width="7" height="7" />
+                  <rect x="14" y="14" width="7" height="7" />
+                </svg>
+                候选
+                <span className="phase-chip">P1</span>
+              </button>
+            </div>
+          </div>
+
           <ChatInput
             ref={chatInputRef}
             onSend={handleSend}
@@ -482,6 +513,24 @@ export default function Home() {
           <ImageDetailPanel onAnnotationComplete={handleAnnotationComplete} />
         )}
       </div>
+
+      {showCandidates && (
+        <CandidatePanel
+          candidates={
+            messages
+              .slice()
+              .reverse()
+              .find((m) => m.role === "assistant" && m.images && m.images.length > 0)?.images ??
+            streamingImages ??
+            []
+          }
+          onPick={(id) => {
+            alert(`（占位）已选 ${id} 作为定稿`);
+            setShowCandidates(false);
+          }}
+          onClose={() => setShowCandidates(false)}
+        />
+      )}
     </div>
   );
 }

art-agent/frontend/src/app/settings/page.tsx

@@ -0,0 +1,308 @@
+"use client";
+
+import { useState, useEffect } from "react";
+import Link from "next/link";
+import { TopNav } from "@/components/layout/top-nav";
+import { AmbientParticles } from "@/components/ui/ambient-particles";
+import { useApp } from "@/lib/app-context";
+
+const PROJECT_TYPES = [
+  "2D RPG",
+  "横版动作",
+  "卡牌",
+  "模拟经营",
+  "策略",
+  "美术包",
+  "其他",
+];
+
+export default function ProjectSettingsPage() {
+  const { activeProject, upsertProject, stylePacks, projects, switchProject } = useApp();
+  const [name, setName] = useState("");
+  const [type, setType] = useState("");
+  const [desc, setDesc] = useState("");
+  const [defaultStyleId, setDefaultStyleId] = useState<string>("");
+  const [defaultSpec, setDefaultSpec] = useState("");
+
+  useEffect(() => {
+    if (!activeProject) return;
+    setName(activeProject.name);
+    setType(activeProject.type);
+    setDesc(activeProject.description);
+    setDefaultStyleId(activeProject.defaultStyleId ?? "");
+    setDefaultSpec(activeProject.defaultSpec ?? "");
+  }, [activeProject]);
+
+  if (!activeProject) {
+    return (
+      <div className="h-screen flex flex-col">
+        <TopNav />
+        <main className="flex-1 flex items-center justify-center text-xs text-[var(--text-secondary)]">
+          尚无激活项目
+        </main>
+      </div>
+    );
+  }
+
+  const handleSave = () => {
+    upsertProject({
+      ...activeProject,
+      name: name.trim() || activeProject.name,
+      type,
+      description: desc,
+      defaultStyleId: defaultStyleId || undefined,
+      defaultSpec: defaultSpec || undefined,
+    });
+    alert("已保存项目设置（占位：未同步后端）");
+  };
+
+  return (
+    <div className="h-screen flex flex-col">
+      <AmbientParticles count={10} />
+      <TopNav />
+
+      <main className="flex-1 overflow-y-auto">
+        <div className="max-w-4xl mx-auto px-4 md:px-8 py-6 md:py-8">
+          <div className="flex items-center gap-2 mb-1.5">
+            <h1 className="typo-h1">项目设置</h1>
+            <span className="phase-chip">Phase 1</span>
+          </div>
+          <p className="typo-caption mb-6">
+            管理当前项目的基本信息、默认风格与输出规格，以及成员协作（占位）。
+          </p>
+
+          <div className="grid grid-cols-1 lg:grid-cols-4 gap-5">
+            {/* 侧栏：锚点 */}
+            <aside className="lg:col-span-1">
+              <nav className="sticky top-4 space-y-1 text-xs">
+                {[
+                  { id: "basic", label: "基本信息" },
+                  { id: "defaults", label: "默认设置" },
+                  { id: "members", label: "成员与权限" },
+                  { id: "billing", label: "计费与额度" },
+                  { id: "danger", label: "危险操作" },
+                ].map((n) => (
+                  <a
+                    key={n.id}
+                    href={`#${n.id}`}
+                    className="block px-3 py-1.5 rounded-lg text-[var(--text-secondary)]
+                               hover:text-[var(--text-primary)] hover:bg-[var(--accent)]/6
+                               transition-all"
+                  >
+                    {n.label}
+                  </a>
+                ))}
+              </nav>
+            </aside>
+
+            <div className="lg:col-span-3 space-y-5">
+              {/* 基本信息 */}
+              <section id="basic" className="rounded-xl surface-2 p-5">
+                <h2 className="typo-h2 mb-4">基本信息</h2>
+                <div className="space-y-4">
+                  <div>
+                    <label className="block typo-micro mb-1.5" style={{ textTransform: "none" }}>项目名称</label>
+                    <input
+                      value={name}
+                      onChange={(e) => setName(e.target.value)}
+                      className="w-full px-3 py-2 text-sm rounded-lg bg-[var(--bg-primary)]
+                                 border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none"
+                    />
+                  </div>
+
+                  <div>
+                    <label className="block typo-micro mb-1.5" style={{ textTransform: "none" }}>项目类型</label>
+                    <div className="flex flex-wrap gap-1.5">
+                      {PROJECT_TYPES.map((t) => (
+                        <button
+                          key={t}
+                          onClick={() => setType(t)}
+                          className={`px-2.5 py-1 text-xs rounded-lg border cursor-pointer transition-all ${
+                            type === t
+                              ? "border-[var(--accent)] bg-[var(--accent)]/10 text-[var(--accent)] font-medium"
+                              : "border-[var(--border)] text-[var(--text-secondary)] hover:text-[var(--text-primary)]"
+                          }`}
+                        >
+                          {t}
+                        </button>
+                      ))}
+                    </div>
+                  </div>
+
+                  <div>
+                    <label className="block typo-micro mb-1.5" style={{ textTransform: "none" }}>项目描述</label>
+                    <textarea
+                      value={desc}
+                      onChange={(e) => setDesc(e.target.value)}
+                      rows={3}
+                      placeholder="简单描述项目定位、目标用户等（占位）"
+                      className="w-full px-3 py-2 text-sm rounded-lg bg-[var(--bg-primary)]
+                                 border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none resize-none"
+                    />
+                  </div>
+                </div>
+              </section>
+
+              {/* 默认设置 */}
+              <section id="defaults" className="rounded-xl surface-2 p-5">
+                <h2 className="typo-h2 mb-4">默认设置</h2>
+                <div className="space-y-4">
+                  <div>
+                    <label className="block typo-micro mb-1.5" style={{ textTransform: "none" }}>默认风格集</label>
+                    <select
+                      value={defaultStyleId}
+                      onChange={(e) => setDefaultStyleId(e.target.value)}
+                      className="w-full px-3 py-2 text-sm rounded-lg bg-[var(--bg-primary)]
+                                 border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none"
+                    >
+                      <option value="">未设置</option>
+                      {stylePacks.map((s) => (
+                        <option key={s.id} value={s.id}>{s.name}</option>
+                      ))}
+                    </select>
+                    <p className="text-[10px] text-[var(--text-secondary)] mt-1">
+                      新建会话时会自动套用此风格（占位，尚未真实联动）。
+                    </p>
+                  </div>
+
+                  <div>
+                    <label className="block typo-micro mb-1.5" style={{ textTransform: "none" }}>默认输出规格</label>
+                    <input
+                      value={defaultSpec}
+                      onChange={(e) => setDefaultSpec(e.target.value)}
+                      placeholder="例如：1024×1024 · 透明背景可选"
+                      className="w-full px-3 py-2 text-sm rounded-lg bg-[var(--bg-primary)]
+                                 border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none"
+                    />
+                  </div>
+
+                  <div className="placeholder-card rounded-lg p-3">
+                    <div className="flex items-center justify-between mb-1">
+                      <span className="typo-strong text-xs">命名规范与目录结构</span>
+                      <span className="phase-chip">P2</span>
+                    </div>
+                    <p className="text-[11px] text-[var(--text-secondary)]">
+                      定义导出到项目工程目录时的命名约定和资源归档位置。待 Phase 2 交付。
+                    </p>
+                  </div>
+                </div>
+              </section>
+
+              {/* 成员与权限 */}
+              <section id="members" className="rounded-xl surface-2 p-5">
+                <div className="flex items-center justify-between mb-4">
+                  <h2 className="typo-h2">成员与权限</h2>
+                  <span className="phase-chip">Phase 3</span>
+                </div>
+                <div className="placeholder-card rounded-lg p-6 text-center text-xs text-[var(--text-secondary)]">
+                  多人协作、角色权限、审核流程占位。Phase 3 交付。
+                </div>
+              </section>
+
+              {/* 计费与额度 */}
+              <section id="billing" className="rounded-xl surface-2 p-5">
+                <div className="flex items-center justify-between mb-4">
+                  <h2 className="typo-h2">计费与额度</h2>
+                  <span className="phase-chip">Phase 3</span>
+                </div>
+                <div className="grid grid-cols-2 gap-3">
+                  <div className="placeholder-card rounded-lg p-3">
+                    <div className="text-[10px] text-[var(--text-secondary)] mb-0.5">本月已用</div>
+                    <div className="text-xl font-semibold text-[var(--text-primary)]">¥ 128</div>
+                    <div className="text-[10px] text-[var(--text-secondary)] mt-0.5">占位数值</div>
+                  </div>
+                  <div className="placeholder-card rounded-lg p-3">
+                    <div className="text-[10px] text-[var(--text-secondary)] mb-0.5">剩余额度</div>
+                    <div className="text-xl font-semibold text-[var(--text-primary)]">¥ 872</div>
+                    <div className="text-[10px] text-[var(--text-secondary)] mt-0.5">占位数值</div>
+                  </div>
+                </div>
+              </section>
+
+              {/* 危险操作 */}
+              <section id="danger" className="rounded-xl surface-2 p-5 border border-[var(--hot)]/20">
+                <h2 className="typo-h2 mb-4 text-[var(--hot)]/80">危险操作</h2>
+                <div className="space-y-3">
+                  <div className="flex items-center justify-between">
+                    <div>
+                      <div className="text-sm text-[var(--text-primary)]">归档项目</div>
+                      <div className="text-[10px] text-[var(--text-secondary)]">归档后不再出现在切换器中，可从"全局设置"恢复（占位）</div>
+                    </div>
+                    <button
+                      onClick={() => alert("（占位）归档项目")}
+                      className="px-3 py-1.5 text-xs rounded-lg border border-[var(--border)] text-[var(--text-secondary)]
+                                 hover:text-[var(--text-primary)] cursor-pointer"
+                    >
+                      归档
+                    </button>
+                  </div>
+                  <div className="flex items-center justify-between">
+                    <div>
+                      <div className="text-sm text-[var(--hot)]/80">删除项目</div>
+                      <div className="text-[10px] text-[var(--text-secondary)]">不可恢复。所有关联会话、风格集、角色卡将被清除（占位）</div>
+                    </div>
+                    <button
+                      onClick={() => {
+                        if (!confirm("确认删除该项目？此操作不可撤销（占位）")) return;
+                        alert("（占位）已请求删除项目。真实删除逻辑待接入。");
+                      }}
+                      className="px-3 py-1.5 text-xs rounded-lg text-[var(--hot)]/80
+                                 hover:text-[var(--hot)] hover:bg-[var(--hot)]/10 border border-[var(--hot)]/30
+                                 cursor-pointer"
+                    >
+                      删除
+                    </button>
+                  </div>
+                </div>
+              </section>
+
+              {/* 保存栏 */}
+              <div className="flex items-center justify-between sticky bottom-0 py-3 bg-[var(--bg-primary)]/80 backdrop-blur-md -mx-5 px-5">
+                <div className="text-[10px] text-[var(--text-secondary)]">
+                  项目 ID: {activeProject.id} · 创建于 {new Date(activeProject.createdAt).toLocaleDateString("zh-CN")}
+                </div>
+                <div className="flex gap-2">
+                  <Link
+                    href="/"
+                    className="px-3.5 py-2 text-xs rounded-xl border border-[var(--border)] text-[var(--text-secondary)]
+                               hover:text-[var(--text-primary)] cursor-pointer"
+                  >
+                    返回工作台
+                  </Link>
+                  <button
+                    onClick={handleSave}
+                    className="px-4 py-2 text-xs rounded-xl font-medium
+                               bg-[var(--accent)] text-[var(--bg-primary)]
+                               hover:bg-[var(--accent-hover)] cursor-pointer btn-hover-lift transition-all"
+                  >
+                    保存更改
+                  </button>
+                </div>
+              </div>
+
+              {/* 其他项目（快速切换） */}
+              {projects.length > 1 && (
+                <section className="rounded-xl surface-2 p-5">
+                  <h2 className="typo-h2 mb-3">其他项目</h2>
+                  <div className="grid grid-cols-2 gap-2">
+                    {projects.filter((p) => p.id !== activeProject.id).map((p) => (
+                      <button
+                        key={p.id}
+                        onClick={() => switchProject(p.id)}
+                        className="text-left p-3 rounded-lg border border-[var(--border)] hover:border-[var(--accent)]/40
+                                   cursor-pointer transition-all"
+                      >
+                        <div className="text-sm text-[var(--text-primary)] truncate">{p.name}</div>
+                        <div className="text-[10px] text-[var(--text-secondary)] mt-0.5">{p.type}</div>
+                      </button>
+                    ))}
+                  </div>
+                </section>
+              )}
+            </div>
+          </div>
+        </div>
+      </main>
+    </div>
+  );
+}

art-agent/frontend/src/app/styles/[id]/page.tsx

@@ -0,0 +1,464 @@
+"use client";
+
+import { useState, useEffect } from "react";
+import { useParams, useRouter } from "next/navigation";
+import Link from "next/link";
+import { TopNav } from "@/components/layout/top-nav";
+import { AmbientParticles } from "@/components/ui/ambient-particles";
+import { useApp } from "@/lib/app-context";
+import type { StylePack, StyleRefImage } from "@/lib/types";
+
+export default function StyleDetailPage() {
+  const params = useParams<{ id: string }>();
+  const router = useRouter();
+  const isNew = params.id === "new";
+  const {
+    stylePacks,
+    upsertStylePack,
+    deleteStylePack,
+    setSessionStyleId,
+    assets,
+  } = useApp();
+
+  const [pack, setPack] = useState<StylePack | null>(null);
+
+  useEffect(() => {
+    if (isNew) {
+      const now = Date.now();
+      setPack({
+        id: `style-${now.toString(36)}`,
+        name: "",
+        description: "",
+        keywords: [],
+        source: "custom",
+        refImages: [],
+        positivePrompt: "",
+        negativePrompt: "",
+        usageCount: 0,
+        createdAt: now,
+        updatedAt: now,
+      });
+    } else {
+      const found = stylePacks.find((s) => s.id === params.id);
+      if (found) setPack(found);
+    }
+  }, [params.id, stylePacks, isNew]);
+
+  if (!pack) {
+    return (
+      <div className="h-screen flex flex-col">
+        <TopNav />
+        <main className="flex-1 flex items-center justify-center">
+          <p className="typo-caption">加载中...</p>
+        </main>
+      </div>
+    );
+  }
+
+  const handleSave = () => {
+    if (!pack.name.trim()) {
+      alert("请填写风格名称");
+      return;
+    }
+    upsertStylePack(pack);
+    alert("已保存（占位）");
+    if (isNew) router.push(`/styles/${pack.id}`);
+  };
+
+  const handleApplyToSession = () => {
+    setSessionStyleId(pack.id);
+    alert(`已将风格 "${pack.name}" 应用到当前会话（占位）`);
+    router.push("/");
+  };
+
+  const handleFork = () => {
+    const now = Date.now();
+    const forked: StylePack = {
+      ...pack,
+      id: `style-${now.toString(36)}`,
+      name: `${pack.name} (副本)`,
+      source: "custom",
+      forkFromId: pack.id,
+      usageCount: 0,
+      createdAt: now,
+      updatedAt: now,
+    };
+    upsertStylePack(forked);
+    alert("已创建副本（占位）");
+    router.push(`/styles/${forked.id}`);
+  };
+
+  const handleDelete = () => {
+    if (!confirm(`确认删除风格 "${pack.name}"？（占位操作）`)) return;
+    deleteStylePack(pack.id);
+    router.push("/styles");
+  };
+
+  const addRef = () => {
+    const id = `ref-${Date.now()}`;
+    setPack({
+      ...pack,
+      refImages: [...pack.refImages, { id, url: "", caption: "占位参考图" }],
+    });
+  };
+
+  const removeRef = (id: string) => {
+    setPack({ ...pack, refImages: pack.refImages.filter((r) => r.id !== id) });
+  };
+
+  const addKeyword = (kw: string) => {
+    if (!kw || pack.keywords.includes(kw)) return;
+    setPack({ ...pack, keywords: [...pack.keywords, kw] });
+  };
+
+  const removeKeyword = (kw: string) => {
+    setPack({ ...pack, keywords: pack.keywords.filter((k) => k !== kw) });
+  };
+
+  // 历史预览（按 prompt 关键词简单匹配）
+  const relatedAssets = assets
+    .filter((a) =>
+      pack.keywords.some((k) => a.prompt.toLowerCase().includes(k.toLowerCase()))
+    )
+    .slice(0, 6);
+
+  return (
+    <div className="h-screen flex flex-col">
+      <AmbientParticles count={12} />
+      <TopNav />
+
+      <main className="flex-1 overflow-y-auto">
+        <div className="max-w-5xl mx-auto px-4 md:px-8 py-6 md:py-8">
+          {/* 面包屑 */}
+          <div className="flex items-center gap-1.5 text-xs text-[var(--text-secondary)] mb-4">
+            <Link href="/styles" className="hover:text-[var(--accent)] cursor-pointer">
+              风格库
+            </Link>
+            <span>/</span>
+            <span className="text-[var(--text-primary)]">
+              {isNew ? "新建风格" : pack.name || "未命名"}
+            </span>
+          </div>
+
+          {/* 标题 + 操作 */}
+          <div className="flex flex-wrap items-start justify-between gap-4 mb-6">
+            <div className="flex-1 min-w-0">
+              <div className="flex items-center gap-2 mb-1.5">
+                <input
+                  value={pack.name}
+                  onChange={(e) => setPack({ ...pack, name: e.target.value })}
+                  placeholder="风格名称"
+                  className="text-2xl font-bold bg-transparent border-none
+                             text-[var(--text-primary)] placeholder:text-[var(--text-secondary)]/60
+                             focus:outline-none min-w-0 flex-1"
+                />
+                <span className="phase-chip flex-shrink-0">Phase 1</span>
+              </div>
+              {pack.forkFromId && (
+                <div className="text-xs text-[var(--text-secondary)]">
+                  Fork 自：
+                  <Link
+                    href={`/styles/${pack.forkFromId}`}
+                    className="text-[var(--accent)] hover:underline"
+                  >
+                    {stylePacks.find((s) => s.id === pack.forkFromId)?.name || pack.forkFromId}
+                  </Link>
+                </div>
+              )}
+            </div>
+            <div className="flex flex-wrap gap-2">
+              <button
+                onClick={handleApplyToSession}
+                className="px-3.5 py-2 text-xs rounded-xl font-medium
+                           bg-[var(--accent)] text-[var(--bg-primary)]
+                           hover:bg-[var(--accent-hover)]
+                           cursor-pointer btn-hover-lift transition-all"
+              >
+                应用到当前会话
+              </button>
+              <button
+                onClick={handleSave}
+                className="px-3.5 py-2 text-xs rounded-xl font-medium
+                           border border-[var(--border)] bg-[var(--bg-tertiary)]
+                           text-[var(--text-primary)] hover:border-[var(--accent)]/40
+                           cursor-pointer btn-hover-lift transition-all"
+              >
+                保存
+              </button>
+              {!isNew && (
+                <>
+                  <button
+                    onClick={handleFork}
+                    className="px-3.5 py-2 text-xs rounded-xl font-medium
+                               border border-[var(--border)] bg-[var(--bg-tertiary)]
+                               text-[var(--text-secondary)] hover:text-[var(--text-primary)]
+                               cursor-pointer btn-hover-lift transition-all"
+                  >
+                    复制 / Fork
+                  </button>
+                  <Link
+                    href={`/training/new?type=style&source=${pack.id}`}
+                    className="px-3.5 py-2 text-xs rounded-xl font-medium
+                               border border-[var(--gold)]/30 bg-[var(--gold)]/8
+                               text-[var(--gold)] hover:bg-[var(--gold)]/15
+                               cursor-pointer btn-hover-lift transition-all
+                               flex items-center gap-1"
+                  >
+                    训练风格 LoRA
+                    <span className="text-[9px]">P2</span>
+                  </Link>
+                  <button
+                    onClick={handleDelete}
+                    className="px-3.5 py-2 text-xs rounded-xl font-medium
+                               border border-[var(--border)] bg-[var(--bg-tertiary)]
+                               text-[var(--hot)]/60 hover:text-[var(--hot)]
+                               hover:border-[var(--hot)]/40
+                               cursor-pointer btn-hover-lift transition-all"
+                  >
+                    删除
+                  </button>
+                </>
+              )}
+            </div>
+          </div>
+
+          <div className="grid grid-cols-1 lg:grid-cols-3 gap-6">
+            {/* 左侧：基本信息 + Prompt */}
+            <div className="lg:col-span-2 space-y-5">
+              {/* 描述 */}
+              <section>
+                <h2 className="typo-h2 mb-2">风格描述</h2>
+                <textarea
+                  value={pack.description}
+                  onChange={(e) => setPack({ ...pack, description: e.target.value })}
+                  placeholder="用一句话描述这个风格的核心特征..."
+                  rows={3}
+                  className="w-full p-3 rounded-xl bg-[var(--bg-tertiary)] border border-[var(--border)]
+                             text-sm text-[var(--text-primary)] placeholder:text-[var(--text-secondary)]
+                             focus:outline-none focus:border-[var(--accent)]/50 resize-none"
+                />
+              </section>
+
+              {/* 关键词 */}
+              <section>
+                <h2 className="typo-h2 mb-2">关键词标签</h2>
+                <div className="flex flex-wrap gap-1.5 mb-2">
+                  {pack.keywords.map((k) => (
+                    <span
+                      key={k}
+                      className="flex items-center gap-1 text-xs px-2.5 py-1 rounded-lg
+                                 bg-[var(--accent)]/10 text-[var(--accent)] font-medium"
+                    >
+                      {k}
+                      <button
+                        onClick={() => removeKeyword(k)}
+                        className="hover:text-[var(--hot)] cursor-pointer"
+                      >
+                        ×
+                      </button>
+                    </span>
+                  ))}
+                  <KeywordInput onAdd={addKeyword} />
+                </div>
+              </section>
+
+              {/* 风格参考集 */}
+              <section>
+                <div className="flex items-center justify-between mb-2">
+                  <h2 className="typo-h2">风格参考集</h2>
+                  <button
+                    onClick={addRef}
+                    className="text-xs px-2.5 py-1 rounded-lg border border-[var(--border)]
+                               text-[var(--text-secondary)] hover:text-[var(--accent)]
+                               hover:border-[var(--accent)]/40 cursor-pointer transition-all"
+                  >
+                    + 添加参考图（占位）
+                  </button>
+                </div>
+                <p className="typo-caption mb-3">
+                  3-10 张代表该风格核心特征的参考图，可增删替换。
+                </p>
+                <div className="grid grid-cols-3 md:grid-cols-4 gap-2.5">
+                  {pack.refImages.map((ref) => (
+                    <RefImageCard
+                      key={ref.id}
+                      ref_={ref}
+                      onRemove={() => removeRef(ref.id)}
+                    />
+                  ))}
+                  {pack.refImages.length === 0 && (
+                    <div className="col-span-3 md:col-span-4 py-8 text-center text-xs text-[var(--text-secondary)]
+                                    placeholder-card rounded-xl">
+                      尚未添加参考图
+                    </div>
+                  )}
+                </div>
+              </section>
+
+              {/* Prompt 模板 */}
+              <section>
+                <h2 className="typo-h2 mb-2">Prompt 模板</h2>
+                <div className="space-y-2.5">
+                  <div>
+                    <div className="typo-micro mb-1" style={{ textTransform: "none" }}>
+                      正向 Prompt
+                    </div>
+                    <textarea
+                      value={pack.positivePrompt ?? ""}
+                      onChange={(e) => setPack({ ...pack, positivePrompt: e.target.value })}
+                      placeholder="描述风格特征的 Prompt 片段，会在生成时前置注入..."
+                      rows={2}
+                      className="w-full p-2.5 rounded-lg bg-[var(--bg-tertiary)] border border-[var(--border)]
+                                 text-xs text-[var(--text-primary)] placeholder:text-[var(--text-secondary)]
+                                 focus:outline-none focus:border-[var(--accent)]/50 resize-none font-mono"
+                    />
+                  </div>
+                  <div>
+                    <div className="typo-micro mb-1" style={{ textTransform: "none" }}>
+                      负向 Prompt
+                    </div>
+                    <textarea
+                      value={pack.negativePrompt ?? ""}
+                      onChange={(e) => setPack({ ...pack, negativePrompt: e.target.value })}
+                      placeholder="要避免的风格特征..."
+                      rows={2}
+                      className="w-full p-2.5 rounded-lg bg-[var(--bg-tertiary)] border border-[var(--border)]
+                                 text-xs text-[var(--text-primary)] placeholder:text-[var(--text-secondary)]
+                                 focus:outline-none focus:border-[var(--accent)]/50 resize-none font-mono"
+                    />
+                  </div>
+                </div>
+              </section>
+
+              {/* 历史预览 */}
+              <section>
+                <h2 className="typo-h2 mb-2">使用该风格生成的图片</h2>
+                <p className="typo-caption mb-3">
+                  自动从资源库聚合（占位：基于关键词匹配的示意）。
+                </p>
+                {relatedAssets.length === 0 ? (
+                  <div className="py-8 text-center text-xs text-[var(--text-secondary)]
+                                  placeholder-card rounded-xl">
+                    尚无历史生成
+                  </div>
+                ) : (
+                  <div className="grid grid-cols-3 md:grid-cols-6 gap-2">
+                    {relatedAssets.map((a) => (
+                      <div
+                        key={a.id}
+                        className="aspect-square rounded-lg overflow-hidden border border-[var(--border)]"
+                      >
+                        <div className="w-full h-full bg-[var(--bg-tertiary)] flex items-center justify-center text-[9px] text-[var(--text-secondary)]">
+                          占位缩略
+                        </div>
+                      </div>
+                    ))}
+                  </div>
+                )}
+              </section>
+            </div>
+
+            {/* 右侧：Phase 2 占位（LoRA / Embedding） + 元信息 */}
+            <aside className="space-y-4">
+              <div className="placeholder-card rounded-xl p-4">
+                <div className="flex items-center justify-between mb-2">
+                  <span className="typo-strong text-xs">风格 LoRA</span>
+                  <span className="phase-chip">P2</span>
+                </div>
+                <p className="text-xs text-[var(--text-secondary)] leading-relaxed mb-2">
+                  {pack.loraId
+                    ? `已绑定：${pack.loraId}（占位）`
+                    : "尚未绑定。可通过训练中心生成风格 LoRA 并绑定到此风格。"}
+                </p>
+                <Link
+                  href={`/training/new?type=style&source=${pack.id}`}
+                  className="text-xs text-[var(--gold)] hover:underline"
+                >
+                  前往训练 →
+                </Link>
+              </div>
+
+              <div className="placeholder-card rounded-xl p-4">
+                <div className="flex items-center justify-between mb-2">
+                  <span className="typo-strong text-xs">风格 Embedding</span>
+                  <span className="phase-chip">P2</span>
+                </div>
+                <p className="text-xs text-[var(--text-secondary)] leading-relaxed">
+                  自动计算的风格向量表示，用于语义检索和相似风格推荐。（占位）
+                </p>
+              </div>
+
+              <div className="rounded-xl surface-2 p-4">
+                <span className="typo-strong text-xs block mb-2">使用统计</span>
+                <div className="text-xs text-[var(--text-secondary)] space-y-1">
+                  <div>使用次数：{pack.usageCount}</div>
+                  <div>
+                    来源：
+                    {pack.source === "preset" ? "平台预设" : pack.source === "custom" ? "项目自建" : "社区共享"}
+                  </div>
+                  <div>创建时间：{new Date(pack.createdAt).toLocaleDateString("zh-CN")}</div>
+                  <div>更新时间：{new Date(pack.updatedAt).toLocaleDateString("zh-CN")}</div>
+                </div>
+              </div>
+            </aside>
+          </div>
+        </div>
+      </main>
+    </div>
+  );
+}
+
+function KeywordInput({ onAdd }: { onAdd: (kw: string) => void }) {
+  const [val, setVal] = useState("");
+  return (
+    <input
+      value={val}
+      onChange={(e) => setVal(e.target.value)}
+      onKeyDown={(e) => {
+        if (e.key === "Enter" && val.trim()) {
+          onAdd(val.trim());
+          setVal("");
+        }
+      }}
+      placeholder="+ 添加关键词（回车）"
+      className="text-xs px-2.5 py-1 rounded-lg bg-[var(--bg-tertiary)] border border-[var(--border)]
+                 text-[var(--text-primary)] placeholder:text-[var(--text-secondary)]
+                 focus:outline-none focus:border-[var(--accent)]/50 min-w-[120px]"
+    />
+  );
+}
+
+function RefImageCard({
+  ref_,
+  onRemove,
+}: {
+  ref_: StyleRefImage;
+  onRemove: () => void;
+}) {
+  return (
+    <div className="relative aspect-square rounded-lg overflow-hidden
+                    border border-[var(--border)] group">
+      {ref_.url ? (
+        <img src={ref_.url} alt={ref_.caption} className="w-full h-full object-cover" />
+      ) : (
+        <div className="w-full h-full bg-gradient-to-br from-[var(--accent)]/10 to-[var(--accent-secondary)]/5
+                        flex items-center justify-center">
+          <div className="text-center">
+            <div className="text-[10px] text-[var(--accent)]/60 mb-0.5">占位</div>
+            <div className="text-[9px] text-[var(--text-secondary)]">
+              {ref_.caption}
+            </div>
+          </div>
+        </div>
+      )}
+      <button
+        onClick={onRemove}
+        className="absolute top-1 right-1 w-5 h-5 rounded-full
+                   bg-black/60 text-white text-xs opacity-0 group-hover:opacity-100
+                   cursor-pointer transition-opacity flex items-center justify-center"
+      >
+        ×
+      </button>
+    </div>
+  );
+}

art-agent/frontend/src/app/styles/page.tsx

@@ -0,0 +1,251 @@
+"use client";
+
+import { useState, useMemo } from "react";
+import Link from "next/link";
+import { motion } from "framer-motion";
+import { TopNav } from "@/components/layout/top-nav";
+import { AmbientParticles } from "@/components/ui/ambient-particles";
+import { useApp } from "@/lib/app-context";
+import { staggerContainer, staggerItem } from "@/components/ui/motion-presets";
+import type { StylePack } from "@/lib/types";
+
+type SourceFilter = "all" | "preset" | "custom" | "community";
+
+const ALL_KEYWORDS = ["写实", "二次元", "像素", "水墨", "赛博", "奇幻", "写意", "科幻", "复古"];
+
+export default function StylesPage() {
+  const { stylePacks } = useApp();
+
+  const [query, setQuery] = useState("");
+  const [source, setSource] = useState<SourceFilter>("all");
+  const [keyword, setKeyword] = useState<string | null>(null);
+
+  const filtered = useMemo(() => {
+    let list = [...stylePacks];
+    if (source !== "all") list = list.filter((s) => s.source === source);
+    if (keyword) list = list.filter((s) => s.keywords.includes(keyword));
+    if (query.trim()) {
+      const q = query.trim().toLowerCase();
+      list = list.filter(
+        (s) =>
+          s.name.toLowerCase().includes(q) ||
+          s.description.toLowerCase().includes(q) ||
+          s.keywords.some((k) => k.toLowerCase().includes(q))
+      );
+    }
+    return list;
+  }, [stylePacks, source, keyword, query]);
+
+  return (
+    <div className="h-screen flex flex-col relative z-[1]">
+      <AmbientParticles count={16} />
+      <TopNav />
+
+      <main className="flex-1 overflow-y-auto">
+        <div className="max-w-7xl mx-auto px-4 md:px-8 py-6 md:py-8">
+          {/* 页面标题 */}
+          <div className="flex items-start justify-between gap-4 mb-6">
+            <div>
+              <div className="flex items-center gap-2 mb-1.5">
+                <h1 className="typo-h1">风格库</h1>
+                <span className="phase-chip">Phase 1</span>
+              </div>
+              <p className="typo-caption">
+                项目级风格集。每个风格包含关键词、参考集、Prompt 模板和（可选的）LoRA 绑定。
+              </p>
+            </div>
+            <Link
+              href="/styles/new"
+              className="flex items-center gap-1.5 px-3.5 py-2 text-sm rounded-xl font-medium
+                         bg-[var(--accent)] text-[var(--bg-primary)]
+                         hover:bg-[var(--accent-hover)]
+                         hover:shadow-[0_0_12px_rgba(46,139,122,0.25)]
+                         transition-all cursor-pointer btn-hover-lift flex-shrink-0"
+            >
+              <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2.5">
+                <path d="M12 5v14M5 12h14" />
+              </svg>
+              新建风格
+            </Link>
+          </div>
+
+          {/* 工具栏 */}
+          <div className="flex flex-wrap items-center gap-3 mb-5">
+            <div className="flex items-center gap-1.5 flex-1 min-w-[200px] max-w-[360px]
+                            px-3 py-1.5 rounded-xl bg-[var(--bg-tertiary)] border border-[var(--border)]
+                            focus-within:border-[var(--accent)]/40 transition-colors">
+              <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="var(--text-secondary)" strokeWidth="2">
+                <circle cx="11" cy="11" r="8" />
+                <path d="M21 21l-4.35-4.35" />
+              </svg>
+              <input
+                value={query}
+                onChange={(e) => setQuery(e.target.value)}
+                placeholder="搜索风格名 / 描述 / 关键词..."
+                className="flex-1 bg-transparent border-none text-sm
+                           text-[var(--text-primary)] placeholder:text-[var(--text-secondary)]
+                           focus:outline-none"
+              />
+            </div>
+
+            {/* 来源筛选 */}
+            <div className="flex items-center gap-0.5 bg-[var(--bg-tertiary)] rounded-lg p-0.5 border border-[var(--border)]">
+              {(["all", "preset", "custom", "community"] as const).map((s) => (
+                <button
+                  key={s}
+                  onClick={() => setSource(s)}
+                  className={`px-2.5 py-1 text-xs rounded-md cursor-pointer transition-all ${
+                    source === s
+                      ? "bg-[var(--accent)]/10 text-[var(--accent)] font-medium"
+                      : "text-[var(--text-secondary)] hover:text-[var(--text-primary)]"
+                  }`}
+                >
+                  {s === "all" ? "全部" : s === "preset" ? "预设" : s === "custom" ? "自建" : "社区"}
+                </button>
+              ))}
+            </div>
+          </div>
+
+          {/* 分类筛选（关键词） */}
+          <div className="flex flex-wrap items-center gap-1.5 mb-6">
+            <span className="typo-micro mr-1" style={{ textTransform: "none" }}>分类：</span>
+            <button
+              onClick={() => setKeyword(null)}
+              className={`px-2.5 py-1 text-[11px] rounded-lg cursor-pointer transition-all ${
+                !keyword
+                  ? "bg-[var(--accent)]/10 text-[var(--accent)] border border-[var(--accent)]/30"
+                  : "text-[var(--text-secondary)] border border-transparent hover:border-[var(--border)]"
+              }`}
+            >
+              全部
+            </button>
+            {ALL_KEYWORDS.map((k) => {
+              const active = keyword === k;
+              return (
+                <button
+                  key={k}
+                  onClick={() => setKeyword(active ? null : k)}
+                  className={`px-2.5 py-1 text-[11px] rounded-lg cursor-pointer transition-all ${
+                    active
+                      ? "bg-[var(--accent)]/10 text-[var(--accent)] border border-[var(--accent)]/30"
+                      : "text-[var(--text-secondary)] border border-transparent hover:border-[var(--border)]"
+                  }`}
+                >
+                  {k}
+                </button>
+              );
+            })}
+          </div>
+
+          {/* 卡片网格 */}
+          {filtered.length === 0 ? (
+            <div className="text-center py-20">
+              <p className="typo-display text-lg mb-2">没有匹配的风格</p>
+              <p className="typo-caption">试试调整筛选条件或点击&ldquo;新建风格&rdquo;</p>
+            </div>
+          ) : (
+            <motion.div
+              variants={staggerContainer}
+              initial="hidden"
+              animate="visible"
+              className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-4 gap-4"
+            >
+              {filtered.map((pack) => (
+                <StyleCard key={pack.id} pack={pack} />
+              ))}
+              {/* 新建卡片 */}
+              <motion.div variants={staggerItem}>
+                <Link
+                  href="/styles/new"
+                  className="aspect-[3/4] rounded-xl placeholder-card
+                             flex flex-col items-center justify-center gap-2
+                             text-[var(--text-secondary)] hover:text-[var(--accent)]
+                             hover:border-[var(--accent)]/50 cursor-pointer
+                             transition-all btn-hover-lift"
+                >
+                  <svg width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="1.5">
+                    <path d="M12 5v14M5 12h14" />
+                  </svg>
+                  <span className="text-xs">新建风格</span>
+                </Link>
+              </motion.div>
+            </motion.div>
+          )}
+        </div>
+      </main>
+    </div>
+  );
+}
+
+function StyleCard({ pack }: { pack: StylePack }) {
+  const sourceLabel =
+    pack.source === "preset" ? "预设" : pack.source === "custom" ? "自建" : "社区";
+
+  return (
+    <motion.div variants={staggerItem}>
+      <Link
+        href={`/styles/${pack.id}`}
+        className="block rounded-xl overflow-hidden neon-border
+                   bg-[var(--bg-card)] backdrop-blur-sm cursor-pointer
+                   transition-all"
+      >
+        {/* 代表图（占位） */}
+        <div className="aspect-[4/3] relative overflow-hidden
+                        bg-gradient-to-br from-[var(--accent)]/15 via-[var(--accent-secondary)]/10 to-transparent">
+          <div className="absolute inset-0 flex items-center justify-center">
+            <div className="text-center">
+              <div className="text-xl font-bold text-[var(--accent)] tracking-tight opacity-60">
+                {pack.name.slice(0, 2)}
+              </div>
+              <div className="text-[9px] text-[var(--text-secondary)] mt-1">
+                代表图占位（{pack.refImages.length} 张参考）
+              </div>
+            </div>
+          </div>
+
+          {/* 来源标签 */}
+          <span
+            className="absolute top-2 right-2 text-[9px] px-1.5 py-0.5 rounded-md font-medium"
+            style={{
+              background:
+                pack.source === "preset"
+                  ? "rgba(46, 139, 122, 0.15)"
+                  : pack.source === "custom"
+                  ? "rgba(58, 127, 184, 0.15)"
+                  : "rgba(184, 147, 90, 0.15)",
+              color:
+                pack.source === "preset"
+                  ? "var(--accent)"
+                  : pack.source === "custom"
+                  ? "var(--accent-secondary)"
+                  : "var(--gold)",
+            }}
+          >
+            {sourceLabel}
+          </span>
+        </div>
+
+        <div className="p-3">
+          <div className="text-sm font-medium text-[var(--text-primary)] truncate mb-1">
+            {pack.name}
+          </div>
+          <div className="flex flex-wrap gap-1 mb-2">
+            {pack.keywords.slice(0, 3).map((k) => (
+              <span
+                key={k}
+                className="text-[9px] px-1.5 py-0.5 rounded-md
+                           bg-[var(--accent)]/8 text-[var(--accent)] font-medium"
+              >
+                {k}
+              </span>
+            ))}
+          </div>
+          <div className="flex items-center justify-between text-[10px] text-[var(--text-secondary)]">
+            <span>使用 {pack.usageCount} 次</span>
+            {pack.loraId && <span className="phase-chip-accent phase-chip">LoRA</span>}
+          </div>
+        </div>
+      </Link>
+    </motion.div>
+  );
+}

art-agent/frontend/src/app/training/[id]/page.tsx

@@ -0,0 +1,347 @@
+"use client";
+
+import { useState, useEffect } from "react";
+import { useParams, useRouter } from "next/navigation";
+import Link from "next/link";
+import { TopNav } from "@/components/layout/top-nav";
+import { AmbientParticles } from "@/components/ui/ambient-particles";
+import { useApp } from "@/lib/app-context";
+import type { TrainingTask, TrainingTaskStatus } from "@/lib/types";
+
+const STATUS_LABEL: Record<TrainingTaskStatus, string> = {
+  queued: "排队中",
+  running: "训练中",
+  completed: "已完成",
+  failed: "已失败",
+  deprecated: "已弃用",
+};
+
+const STATUS_COLOR: Record<TrainingTaskStatus, string> = {
+  queued: "#6B7B8A",
+  running: "#2E8B7A",
+  completed: "#3A7FB8",
+  failed: "#C4654A",
+  deprecated: "#B8935A",
+};
+
+export default function TrainingDetailPage() {
+  const params = useParams<{ id: string }>();
+  const router = useRouter();
+  const {
+    trainingTasks,
+    upsertTrainingTask,
+    deleteTrainingTask,
+    stylePacks,
+    characters,
+  } = useApp();
+
+  const [task, setTask] = useState<TrainingTask | null>(null);
+  const [logOpen, setLogOpen] = useState(true);
+
+  useEffect(() => {
+    const t = trainingTasks.find((x) => x.id === params.id);
+    setTask(t ?? null);
+  }, [params.id, trainingTasks]);
+
+  if (!task) {
+    return (
+      <div className="h-screen flex flex-col">
+        <TopNav />
+        <main className="flex-1 flex items-center justify-center">
+          <div className="text-center">
+            <p className="typo-caption mb-2">未找到该训练任务</p>
+            <Link href="/training" className="text-sm text-[var(--accent)] hover:underline">
+              返回训练中心
+            </Link>
+          </div>
+        </main>
+      </div>
+    );
+  }
+
+  const source =
+    task.type === "style_lora"
+      ? stylePacks.find((s) => s.id === task.sourceId)
+      : characters.find((c) => c.id === task.sourceId);
+
+  const handleUse = () => {
+    alert(`（占位）已绑定此 LoRA 到当前会话：${task.name}`);
+    router.push("/");
+  };
+
+  const handleRetrain = () => {
+    alert("（占位）将基于当前训练集重新启动训练任务。");
+  };
+
+  const handleDeprecate = () => {
+    if (!confirm("确认弃用该模型？")) return;
+    upsertTrainingTask({ ...task, status: "deprecated" });
+  };
+
+  const handleDelete = () => {
+    if (!confirm("确认删除该训练任务？")) return;
+    deleteTrainingTask(task.id);
+    router.push("/training");
+  };
+
+  return (
+    <div className="h-screen flex flex-col">
+      <AmbientParticles count={12} />
+      <TopNav />
+
+      <main className="flex-1 overflow-y-auto">
+        <div className="max-w-5xl mx-auto px-4 md:px-8 py-6 md:py-8">
+          {/* 面包屑 */}
+          <div className="flex items-center gap-1.5 text-xs text-[var(--text-secondary)] mb-4">
+            <Link href="/training" className="hover:text-[var(--accent)] cursor-pointer">
+              训练中心
+            </Link>
+            <span>/</span>
+            <span className="text-[var(--text-primary)]">{task.name}</span>
+          </div>
+
+          {/* 头部 */}
+          <div className="flex flex-wrap items-start justify-between gap-4 mb-5">
+            <div>
+              <div className="flex items-center gap-2 mb-1.5 flex-wrap">
+                <h1 className="typo-h1">{task.name}</h1>
+                <span
+                  className="text-[10px] px-2 py-0.5 rounded-md font-medium"
+                  style={{
+                    background: STATUS_COLOR[task.status] + "22",
+                    color: STATUS_COLOR[task.status],
+                  }}
+                >
+                  {STATUS_LABEL[task.status]}
+                </span>
+                <span className="phase-chip">Phase 2</span>
+              </div>
+              <div className="text-xs text-[var(--text-secondary)]">
+                {task.type === "style_lora" ? "风格 LoRA" : "角色 LoRA"}
+                {source && (
+                  <>
+                    {" · 来源："}
+                    <Link
+                      href={
+                        task.type === "style_lora"
+                          ? `/styles/${task.sourceId}`
+                          : `/characters/${task.sourceId}`
+                      }
+                      className="text-[var(--accent)] hover:underline"
+                    >
+                      {source.name}
+                    </Link>
+                  </>
+                )}
+                {" · 模板："}
+                {task.template}
+              </div>
+            </div>
+
+            <div className="flex flex-wrap gap-2">
+              {task.status === "completed" && (
+                <button
+                  onClick={handleUse}
+                  className="px-3.5 py-2 text-xs rounded-xl font-medium
+                             bg-[var(--accent)] text-[var(--bg-primary)]
+                             hover:bg-[var(--accent-hover)]
+                             cursor-pointer btn-hover-lift transition-all"
+                >
+                  使用该模型
+                </button>
+              )}
+              {task.status === "failed" && (
+                <button
+                  onClick={handleRetrain}
+                  className="px-3.5 py-2 text-xs rounded-xl font-medium
+                             border border-[var(--border)] bg-[var(--bg-tertiary)]
+                             text-[var(--text-primary)] hover:border-[var(--accent)]/40
+                             cursor-pointer btn-hover-lift transition-all"
+                >
+                  重新训练
+                </button>
+              )}
+              {task.status !== "deprecated" && task.status !== "queued" && (
+                <button
+                  onClick={handleDeprecate}
+                  className="px-3.5 py-2 text-xs rounded-xl font-medium
+                             border border-[var(--border)] bg-[var(--bg-tertiary)]
+                             text-[var(--text-secondary)] hover:text-[var(--text-primary)]
+                             cursor-pointer btn-hover-lift transition-all"
+                >
+                  弃用
+                </button>
+              )}
+              <button
+                onClick={handleDelete}
+                className="px-3.5 py-2 text-xs rounded-xl font-medium
+                           border border-[var(--border)] bg-[var(--bg-tertiary)]
+                           text-[var(--hot)]/60 hover:text-[var(--hot)]
+                           hover:border-[var(--hot)]/40
+                           cursor-pointer btn-hover-lift transition-all"
+              >
+                删除
+              </button>
+            </div>
+          </div>
+
+          {/* 进度条 */}
+          {task.status === "running" && (
+            <div className="rounded-xl surface-2 p-4 mb-5">
+              <div className="flex items-center justify-between mb-2 text-xs">
+                <span className="typo-strong">{task.currentStep ?? "训练中..."}</span>
+                <span className="text-[var(--accent)] font-medium">{task.progress}%</span>
+              </div>
+              <div className="h-2 rounded-full bg-[var(--bg-tertiary)] overflow-hidden">
+                <div
+                  className="h-full bg-gradient-to-r from-[var(--accent)] to-[var(--accent-secondary)] transition-all"
+                  style={{ width: `${task.progress}%` }}
+                />
+              </div>
+              {task.etaSeconds && (
+                <div className="text-[10px] text-[var(--text-secondary)] mt-1.5">
+                  预计剩余 {Math.floor(task.etaSeconds / 60)} 分 {task.etaSeconds % 60} 秒（占位）
+                </div>
+              )}
+            </div>
+          )}
+
+          <div className="grid grid-cols-1 lg:grid-cols-3 gap-5">
+            {/* 左：日志 + 训练前后对比 + 训练集预览 */}
+            <div className="lg:col-span-2 space-y-5">
+              {/* 训练前后对比 */}
+              <section className="rounded-xl surface-2 p-4">
+                <div className="flex items-center justify-between mb-3">
+                  <h2 className="typo-h2">训练前后效果对比</h2>
+                  <span className="phase-chip">P2</span>
+                </div>
+                {task.status === "completed" ? (
+                  <div className="grid grid-cols-2 gap-3">
+                    <div>
+                      <div className="typo-micro mb-1" style={{ textTransform: "none" }}>训练前</div>
+                      <div className="aspect-square rounded-lg placeholder-card
+                                      flex items-center justify-center text-xs text-[var(--text-secondary)]">
+                        占位对比图
+                      </div>
+                    </div>
+                    <div>
+                      <div className="typo-micro mb-1" style={{ textTransform: "none" }}>训练后</div>
+                      <div className="aspect-square rounded-lg placeholder-card
+                                      flex items-center justify-center text-xs text-[var(--text-secondary)]">
+                        占位对比图
+                      </div>
+                    </div>
+                  </div>
+                ) : (
+                  <p className="text-xs text-[var(--text-secondary)] py-6 text-center">
+                    训练完成后将显示同一 Prompt 下的前后对比
+                  </p>
+                )}
+              </section>
+
+              {/* 训练日志 */}
+              <section className="rounded-xl surface-2 overflow-hidden">
+                <button
+                  onClick={() => setLogOpen(!logOpen)}
+                  className="w-full px-4 py-2.5 flex items-center justify-between
+                             hover:bg-[var(--bg-tertiary)]/50 cursor-pointer transition-colors"
+                >
+                  <span className="typo-strong text-xs">训练日志</span>
+                  <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2"
+                       className={`transition-transform ${logOpen ? "" : "rotate-180"}`}>
+                    <polyline points="6 9 12 15 18 9" />
+                  </svg>
+                </button>
+                {logOpen && (
+                  <div className="border-t border-[var(--border)] p-3 bg-[var(--bg-primary)]/40 font-mono text-[11px] max-h-60 overflow-y-auto">
+                    {task.logs.length === 0 ? (
+                      <p className="text-[var(--text-secondary)]">尚无日志输出</p>
+                    ) : (
+                      task.logs.map((l, i) => (
+                        <div key={i} className="text-[var(--text-secondary)] leading-relaxed">
+                          {l}
+                        </div>
+                      ))
+                    )}
+                  </div>
+                )}
+              </section>
+
+              {/* 训练集预览 */}
+              <section>
+                <h2 className="typo-h2 mb-2">训练集预览</h2>
+                <p className="typo-caption mb-3">
+                  训练集共 {task.trainingSet.length} 张图片（占位缩略）。
+                </p>
+                {task.trainingSet.length === 0 ? (
+                  <div className="py-8 text-center placeholder-card rounded-xl text-xs text-[var(--text-secondary)]">
+                    训练集未填充
+                  </div>
+                ) : (
+                  <div className="grid grid-cols-4 md:grid-cols-6 gap-2">
+                    {task.trainingSet.slice(0, 12).map((_, i) => (
+                      <div key={i}
+                        className="aspect-square rounded-lg bg-[var(--bg-tertiary)] border border-[var(--border)]
+                                   flex items-center justify-center text-[9px] text-[var(--text-secondary)]">
+                        占位
+                      </div>
+                    ))}
+                  </div>
+                )}
+              </section>
+            </div>
+
+            {/* 右：版本 + 成本 + 操作入口 */}
+            <aside className="space-y-4">
+              <div className="placeholder-card rounded-xl p-4">
+                <div className="flex items-center justify-between mb-2">
+                  <span className="typo-strong text-xs">模型版本</span>
+                  <span className="phase-chip">P2</span>
+                </div>
+                <div className="text-xs text-[var(--text-secondary)] space-y-1">
+                  <div>当前版本：v1.0（占位）</div>
+                  <div>历史版本：v0.9、v0.8（占位）</div>
+                </div>
+                <button
+                  onClick={() => alert("（占位）回滚到上一版本")}
+                  className="mt-2 text-xs text-[var(--accent)] hover:underline cursor-pointer"
+                >
+                  回滚到上一版本 →
+                </button>
+              </div>
+
+              <div className="rounded-xl surface-2 p-4">
+                <span className="typo-strong text-xs block mb-2">训练信息</span>
+                <div className="text-xs text-[var(--text-secondary)] space-y-1">
+                  <div>模板：{task.template}</div>
+                  <div>预估成本：{task.estCost ?? "—"}</div>
+                  <div>创建时间：{new Date(task.createdAt).toLocaleString("zh-CN")}</div>
+                  <div>更新时间：{new Date(task.updatedAt).toLocaleString("zh-CN")}</div>
+                </div>
+              </div>
+
+              {source && (
+                <div className="rounded-xl surface-2 p-4">
+                  <span className="typo-strong text-xs block mb-2">来源</span>
+                  <Link
+                    href={
+                      task.type === "style_lora"
+                        ? `/styles/${task.sourceId}`
+                        : `/characters/${task.sourceId}`
+                    }
+                    className="text-xs text-[var(--accent)] hover:underline block truncate"
+                  >
+                    {source.name}
+                  </Link>
+                  <div className="text-[10px] text-[var(--text-secondary)] mt-0.5">
+                    {task.type === "style_lora" ? "风格集" : "角色卡"}
+                  </div>
+                </div>
+              )}
+            </aside>
+          </div>
+        </div>
+      </main>
+    </div>
+  );
+}

art-agent/frontend/src/app/training/new/page.tsx

@@ -0,0 +1,353 @@
+"use client";
+
+import { useState, useMemo, Suspense } from "react";
+import { useRouter, useSearchParams } from "next/navigation";
+import Link from "next/link";
+import { TopNav } from "@/components/layout/top-nav";
+import { AmbientParticles } from "@/components/ui/ambient-particles";
+import { useApp } from "@/lib/app-context";
+import { generateId } from "@/lib/store";
+import type { TrainingTask, TrainingTaskType } from "@/lib/types";
+
+type WizardStep = 1 | 2 | 3 | 4;
+
+const TEMPLATES = [
+  { id: "sdxl_lora", name: "SDXL LoRA", desc: "基于 SDXL 底模，兼顾速度与效果（占位）" },
+  { id: "flux_lora", name: "Flux LoRA", desc: "基于 Flux 底模，细节更精细（占位）" },
+  { id: "sd15_lora", name: "SD 1.5 LoRA", desc: "轻量训练，适合像素/卡通（占位）" },
+];
+
+function TrainingWizardInner() {
+  const router = useRouter();
+  const search = useSearchParams();
+  const { stylePacks, characters, upsertTrainingTask } = useApp();
+
+  const initType = (search.get("type") as TrainingTaskType) || "style_lora";
+  const initSourceId = search.get("sourceId") ?? "";
+
+  const [step, setStep] = useState<WizardStep>(1);
+  const [type, setType] = useState<TrainingTaskType>(initType);
+  const [sourceId, setSourceId] = useState(initSourceId);
+  const [template, setTemplate] = useState("sdxl_lora");
+  const [name, setName] = useState("");
+  const [trainingSetSize, setTrainingSetSize] = useState(12);
+
+  const sources = type === "style_lora" ? stylePacks : characters;
+
+  const selectedSource = useMemo(
+    () => sources.find((s) => s.id === sourceId),
+    [sources, sourceId]
+  );
+
+  const canNext = useMemo(() => {
+    if (step === 1) return !!sourceId;
+    if (step === 2) return !!template && trainingSetSize > 0;
+    if (step === 3) return true;
+    return true;
+  }, [step, sourceId, template, trainingSetSize]);
+
+  const defaultName = useMemo(() => {
+    if (!selectedSource) return "";
+    return `${selectedSource.name} ${type === "style_lora" ? "风格" : "角色"} LoRA v1`;
+  }, [selectedSource, type]);
+
+  const finalName = name.trim() || defaultName;
+
+  const handleSubmit = () => {
+    const now = Date.now();
+    const t: TrainingTask = {
+      id: generateId("train-"),
+      name: finalName || "未命名训练任务",
+      type,
+      status: "queued",
+      progress: 0,
+      sourceId,
+      template,
+      trainingSet: Array.from({ length: trainingSetSize }).map((_, i) => `asset-pick-${i + 1}`),
+      logs: ["[占位] 训练任务已提交，排队中..."],
+      estCost: "≈ ¥18（占位）",
+      createdAt: now,
+      updatedAt: now,
+    };
+    upsertTrainingTask(t);
+    alert("（占位）训练任务已提交。真实训练能力尚未接入。");
+    router.push(`/training/${t.id}`);
+  };
+
+  const stepLabels = ["选择来源", "训练配置", "数据集校验", "提交确认"];
+
+  return (
+    <div className="h-screen flex flex-col">
+      <AmbientParticles count={10} />
+      <TopNav />
+
+      <main className="flex-1 overflow-y-auto">
+        <div className="max-w-3xl mx-auto px-4 md:px-8 py-6 md:py-8">
+          {/* 面包屑 */}
+          <div className="flex items-center gap-1.5 text-xs text-[var(--text-secondary)] mb-4">
+            <Link href="/training" className="hover:text-[var(--accent)] cursor-pointer">
+              训练中心
+            </Link>
+            <span>/</span>
+            <span className="text-[var(--text-primary)]">新建训练任务</span>
+          </div>
+
+          <div className="flex items-center gap-2 mb-5">
+            <h1 className="typo-h1">新建训练任务</h1>
+            <span className="phase-chip">Phase 2</span>
+          </div>
+
+          {/* Step indicator */}
+          <div className="flex items-center justify-between mb-6">
+            {stepLabels.map((label, i) => {
+              const n = (i + 1) as WizardStep;
+              const active = step === n;
+              const done = step > n;
+              return (
+                <div key={label} className="flex-1 flex items-center">
+                  <div className="flex items-center gap-2">
+                    <div
+                      className={`w-6 h-6 rounded-full flex items-center justify-center text-[11px] font-medium
+                                  transition-all ${
+                                    active
+                                      ? "bg-[var(--accent)] text-[var(--bg-primary)]"
+                                      : done
+                                      ? "bg-[var(--accent)]/20 text-[var(--accent)]"
+                                      : "bg-[var(--bg-tertiary)] text-[var(--text-secondary)] border border-[var(--border)]"
+                                  }`}
+                    >
+                      {done ? "✓" : n}
+                    </div>
+                    <span className={`text-xs hidden md:inline ${active ? "text-[var(--text-primary)] font-medium" : "text-[var(--text-secondary)]"}`}>
+                      {label}
+                    </span>
+                  </div>
+                  {i < stepLabels.length - 1 && (
+                    <div className={`flex-1 h-[1px] mx-2 ${done ? "bg-[var(--accent)]/40" : "bg-[var(--border)]"}`} />
+                  )}
+                </div>
+              );
+            })}
+          </div>
+
+          <div className="rounded-xl surface-2 p-5 mb-5">
+            {/* Step 1: 选择来源 */}
+            {step === 1 && (
+              <div className="space-y-4">
+                <div>
+                  <label className="block typo-micro mb-2" style={{ textTransform: "none" }}>训练类型</label>
+                  <div className="flex gap-2">
+                    {(["style_lora", "character_lora"] as const).map((t) => (
+                      <button
+                        key={t}
+                        onClick={() => {
+                          setType(t);
+                          setSourceId("");
+                        }}
+                        className={`flex-1 px-3 py-2.5 text-sm rounded-lg border cursor-pointer transition-all ${
+                          type === t
+                            ? "border-[var(--accent)] bg-[var(--accent)]/10 text-[var(--accent)] font-medium"
+                            : "border-[var(--border)] text-[var(--text-secondary)] hover:text-[var(--text-primary)]"
+                        }`}
+                      >
+                        {t === "style_lora" ? "风格 LoRA" : "角色 LoRA"}
+                      </button>
+                    ))}
+                  </div>
+                </div>
+
+                <div>
+                  <label className="block typo-micro mb-2" style={{ textTransform: "none" }}>
+                    选择{type === "style_lora" ? "风格集" : "角色卡"}来源
+                  </label>
+                  {sources.length === 0 ? (
+                    <div className="placeholder-card rounded-lg p-6 text-center text-xs text-[var(--text-secondary)]">
+                      暂无可用{type === "style_lora" ? "风格集" : "角色卡"}，请先创建
+                    </div>
+                  ) : (
+                    <div className="grid grid-cols-1 md:grid-cols-2 gap-2 max-h-72 overflow-y-auto">
+                      {sources.map((s) => (
+                        <button
+                          key={s.id}
+                          onClick={() => setSourceId(s.id)}
+                          className={`text-left px-3 py-2.5 rounded-lg border cursor-pointer transition-all ${
+                            sourceId === s.id
+                              ? "border-[var(--accent)] bg-[var(--accent)]/8"
+                              : "border-[var(--border)] hover:border-[var(--accent)]/40"
+                          }`}
+                        >
+                          <div className="text-sm text-[var(--text-primary)] font-medium truncate">{s.name}</div>
+                          <div className="text-[10px] text-[var(--text-secondary)] truncate mt-0.5">
+                            {s.description || "无描述"}
+                          </div>
+                        </button>
+                      ))}
+                    </div>
+                  )}
+                </div>
+              </div>
+            )}
+
+            {/* Step 2: 训练配置 */}
+            {step === 2 && (
+              <div className="space-y-4">
+                <div>
+                  <label className="block typo-micro mb-2" style={{ textTransform: "none" }}>训练模板</label>
+                  <div className="space-y-2">
+                    {TEMPLATES.map((tpl) => (
+                      <button
+                        key={tpl.id}
+                        onClick={() => setTemplate(tpl.id)}
+                        className={`w-full text-left px-3 py-2.5 rounded-lg border cursor-pointer transition-all ${
+                          template === tpl.id
+                            ? "border-[var(--accent)] bg-[var(--accent)]/8"
+                            : "border-[var(--border)] hover:border-[var(--accent)]/40"
+                        }`}
+                      >
+                        <div className="flex items-center gap-2">
+                          <span className="text-sm text-[var(--text-primary)] font-medium">{tpl.name}</span>
+                          <span className="phase-chip">P2</span>
+                        </div>
+                        <div className="text-[10px] text-[var(--text-secondary)] mt-0.5">{tpl.desc}</div>
+                      </button>
+                    ))}
+                  </div>
+                </div>
+
+                <div>
+                  <label className="block typo-micro mb-2" style={{ textTransform: "none" }}>
+                    训练轮次（占位） — 当前示例为模拟配置项
+                  </label>
+                  <div className="grid grid-cols-3 gap-2">
+                    {["快速 (3 epoch)", "标准 (6 epoch)", "深度 (10 epoch)"].map((opt, i) => (
+                      <button
+                        key={opt}
+                        onClick={() => {}}
+                        className={`px-2.5 py-2 text-xs rounded-lg border cursor-pointer ${
+                          i === 1
+                            ? "border-[var(--accent)] bg-[var(--accent)]/8 text-[var(--accent)]"
+                            : "border-[var(--border)] text-[var(--text-secondary)]"
+                        }`}
+                      >
+                        {opt}
+                      </button>
+                    ))}
+                  </div>
+                </div>
+              </div>
+            )}
+
+            {/* Step 3: 数据集校验 */}
+            {step === 3 && (
+              <div className="space-y-4">
+                <div>
+                  <label className="block typo-micro mb-2" style={{ textTransform: "none" }}>训练集规模（占位）</label>
+                  <input
+                    type="number"
+                    min={1}
+                    max={200}
+                    value={trainingSetSize}
+                    onChange={(e) => setTrainingSetSize(parseInt(e.target.value) || 0)}
+                    className="w-full px-3 py-2 text-sm rounded-lg bg-[var(--bg-primary)]
+                               border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none"
+                  />
+                  <p className="text-[10px] text-[var(--text-secondary)] mt-1.5">
+                    建议 8–30 张（占位）。当前为模拟值，真实训练集选择待 Phase 2。
+                  </p>
+                </div>
+
+                <div className="placeholder-card rounded-lg p-3">
+                  <div className="flex items-center justify-between mb-2">
+                    <span className="typo-strong text-xs">自动校验</span>
+                    <span className="text-[10px] text-[var(--accent)]">✓ 通过（占位）</span>
+                  </div>
+                  <ul className="text-[11px] text-[var(--text-secondary)] space-y-1">
+                    <li>· 图片数量：{trainingSetSize} 张（符合建议范围）</li>
+                    <li>· 分辨率：多数 ≥ 768px（占位）</li>
+                    <li>· 重复检测：未发现重复图（占位）</li>
+                    <li>· NSFW 扫描：未检出（占位）</li>
+                  </ul>
+                </div>
+              </div>
+            )}
+
+            {/* Step 4: 提交确认 */}
+            {step === 4 && (
+              <div className="space-y-4">
+                <div>
+                  <label className="block typo-micro mb-2" style={{ textTransform: "none" }}>任务名称</label>
+                  <input
+                    value={name}
+                    onChange={(e) => setName(e.target.value)}
+                    placeholder={defaultName || "请先选择来源"}
+                    className="w-full px-3 py-2 text-sm rounded-lg bg-[var(--bg-primary)]
+                               border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none"
+                  />
+                </div>
+
+                <div className="rounded-lg surface-2 p-3 text-xs text-[var(--text-secondary)] space-y-1">
+                  <div>类型：<span className="text-[var(--text-primary)]">{type === "style_lora" ? "风格 LoRA" : "角色 LoRA"}</span></div>
+                  <div>来源：<span className="text-[var(--text-primary)]">{selectedSource?.name ?? "—"}</span></div>
+                  <div>模板：<span className="text-[var(--text-primary)]">{template}</span></div>
+                  <div>训练集：<span className="text-[var(--text-primary)]">{trainingSetSize} 张（占位）</span></div>
+                  <div>预估成本：<span className="text-[var(--text-primary)]">≈ ¥18（占位）</span></div>
+                  <div>预估耗时：<span className="text-[var(--text-primary)]">≈ 20 分钟（占位）</span></div>
+                </div>
+
+                <div className="placeholder-card rounded-lg p-3 text-[11px] text-[var(--text-secondary)]">
+                  提交后会进入排队队列。该页面所有交互为占位演示，提交不会产生真实训练调用。
+                </div>
+              </div>
+            )}
+          </div>
+
+          {/* Nav buttons */}
+          <div className="flex items-center justify-between">
+            <button
+              onClick={() => {
+                if (step === 1) router.push("/training");
+                else setStep((step - 1) as WizardStep);
+              }}
+              className="px-3.5 py-2 text-xs rounded-xl border border-[var(--border)]
+                         bg-[var(--bg-tertiary)] text-[var(--text-secondary)]
+                         hover:text-[var(--text-primary)] cursor-pointer btn-hover-lift transition-all"
+            >
+              {step === 1 ? "取消" : "上一步"}
+            </button>
+
+            {step < 4 ? (
+              <button
+                onClick={() => canNext && setStep((step + 1) as WizardStep)}
+                disabled={!canNext}
+                className="px-4 py-2 text-xs rounded-xl font-medium
+                           bg-[var(--accent)] text-[var(--bg-primary)]
+                           hover:bg-[var(--accent-hover)] disabled:opacity-40 disabled:cursor-not-allowed
+                           cursor-pointer btn-hover-lift transition-all"
+              >
+                下一步
+              </button>
+            ) : (
+              <button
+                onClick={handleSubmit}
+                className="px-4 py-2 text-xs rounded-xl font-medium
+                           bg-[var(--accent)] text-[var(--bg-primary)]
+                           hover:bg-[var(--accent-hover)]
+                           cursor-pointer btn-hover-lift transition-all"
+              >
+                提交训练任务
+              </button>
+            )}
+          </div>
+        </div>
+      </main>
+    </div>
+  );
+}
+
+export default function TrainingWizardPage() {
+  return (
+    <Suspense fallback={<div className="h-screen" />}>
+      <TrainingWizardInner />
+    </Suspense>
+  );
+}

art-agent/frontend/src/app/training/page.tsx

@@ -0,0 +1,186 @@
+"use client";
+
+import { useState, useMemo } from "react";
+import Link from "next/link";
+import { motion } from "framer-motion";
+import { TopNav } from "@/components/layout/top-nav";
+import { AmbientParticles } from "@/components/ui/ambient-particles";
+import { useApp } from "@/lib/app-context";
+import { staggerContainer, staggerItem } from "@/components/ui/motion-presets";
+import type { TrainingTask, TrainingTaskStatus } from "@/lib/types";
+
+const STATUS_LABEL: Record<TrainingTaskStatus, string> = {
+  queued: "排队中",
+  running: "训练中",
+  completed: "已完成",
+  failed: "已失败",
+  deprecated: "已弃用",
+};
+
+const STATUS_COLOR: Record<TrainingTaskStatus, string> = {
+  queued: "#6B7B8A",
+  running: "#2E8B7A",
+  completed: "#3A7FB8",
+  failed: "#C4654A",
+  deprecated: "#B8935A",
+};
+
+export default function TrainingPage() {
+  const { trainingTasks, stylePacks, characters } = useApp();
+  const [filter, setFilter] = useState<"all" | TrainingTaskStatus>("all");
+
+  const filtered = useMemo(() => {
+    if (filter === "all") return trainingTasks;
+    return trainingTasks.filter((t) => t.status === filter);
+  }, [trainingTasks, filter]);
+
+  const sourceName = (t: TrainingTask) => {
+    if (!t.sourceId) return "—";
+    if (t.type === "style_lora") {
+      return stylePacks.find((s) => s.id === t.sourceId)?.name ?? t.sourceId;
+    }
+    return characters.find((c) => c.id === t.sourceId)?.name ?? t.sourceId;
+  };
+
+  return (
+    <div className="h-screen flex flex-col relative z-[1]">
+      <AmbientParticles count={14} />
+      <TopNav />
+
+      <main className="flex-1 overflow-y-auto">
+        <div className="max-w-6xl mx-auto px-4 md:px-8 py-6 md:py-8">
+          <div className="flex items-start justify-between gap-4 mb-6">
+            <div>
+              <div className="flex items-center gap-2 mb-1.5">
+                <h1 className="typo-h1">训练中心</h1>
+                <span className="phase-chip">Phase 2</span>
+              </div>
+              <p className="typo-caption">
+                风格 / 角色 LoRA 训练任务管理。当前阶段均为占位数据，真实训练能力待 Phase 2 交付。
+              </p>
+            </div>
+            <Link
+              href="/training/new"
+              className="flex items-center gap-1.5 px-3.5 py-2 text-sm rounded-xl font-medium
+                         bg-[var(--accent)] text-[var(--bg-primary)]
+                         hover:bg-[var(--accent-hover)]
+                         hover:shadow-[0_0_12px_rgba(46,139,122,0.25)]
+                         transition-all cursor-pointer btn-hover-lift flex-shrink-0"
+            >
+              <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2.5">
+                <path d="M12 5v14M5 12h14" />
+              </svg>
+              新建训练任务
+            </Link>
+          </div>
+
+          {/* 状态筛选 */}
+          <div className="flex items-center gap-1.5 mb-5 overflow-x-auto hide-scrollbar">
+            {(["all", "queued", "running", "completed", "failed", "deprecated"] as const).map((s) => (
+              <button
+                key={s}
+                onClick={() => setFilter(s)}
+                className={`px-2.5 py-1 text-xs rounded-lg cursor-pointer transition-all whitespace-nowrap ${
+                  filter === s
+                    ? "bg-[var(--accent)]/10 text-[var(--accent)] font-medium border border-[var(--accent)]/30"
+                    : "border border-[var(--border)] text-[var(--text-secondary)] hover:text-[var(--text-primary)]"
+                }`}
+              >
+                {s === "all" ? "全部" : STATUS_LABEL[s]}
+              </button>
+            ))}
+          </div>
+
+          {/* 任务表格 */}
+          {filtered.length === 0 ? (
+            <div className="text-center py-20 placeholder-card rounded-xl">
+              <p className="typo-display text-lg mb-2">暂无训练任务</p>
+              <p className="typo-caption">点击&ldquo;新建训练任务&rdquo;开始</p>
+            </div>
+          ) : (
+            <motion.div
+              variants={staggerContainer}
+              initial="hidden"
+              animate="visible"
+              className="rounded-xl surface-2 overflow-hidden"
+            >
+              {/* 表头（桌面端） */}
+              <div className="hidden md:grid grid-cols-[2fr_1fr_1fr_1.5fr_1fr_auto] gap-3 px-4 py-2.5
+                              border-b border-[var(--border)] text-[10px] typo-micro"
+                   style={{ textTransform: "none" }}>
+                <span>任务名称</span>
+                <span>类型</span>
+                <span>来源</span>
+                <span>状态 / 进度</span>
+                <span>创建时间</span>
+                <span className="w-10" />
+              </div>
+
+              {filtered.map((t) => (
+                <motion.div
+                  key={t.id}
+                  variants={staggerItem}
+                  className="border-b border-[var(--border)] last:border-b-0
+                             hover:bg-[var(--accent)]/5 transition-colors"
+                >
+                  <Link
+                    href={`/training/${t.id}`}
+                    className="block px-4 py-3 cursor-pointer"
+                  >
+                    <div className="md:grid md:grid-cols-[2fr_1fr_1fr_1.5fr_1fr_auto] md:gap-3 md:items-center
+                                    flex flex-col gap-1.5">
+                      <div className="text-sm font-medium text-[var(--text-primary)] truncate">
+                        {t.name}
+                      </div>
+                      <div className="text-xs text-[var(--text-secondary)]">
+                        {t.type === "style_lora" ? "风格 LoRA" : "角色 LoRA"}
+                      </div>
+                      <div className="text-xs text-[var(--text-secondary)] truncate">
+                        {sourceName(t)}
+                      </div>
+                      <div className="flex items-center gap-2 min-w-0">
+                        <span
+                          className="flex-shrink-0 text-[10px] px-2 py-0.5 rounded-md font-medium"
+                          style={{
+                            background: STATUS_COLOR[t.status] + "22",
+                            color: STATUS_COLOR[t.status],
+                          }}
+                        >
+                          {STATUS_LABEL[t.status]}
+                        </span>
+                        {t.status === "running" && (
+                          <div className="flex-1 min-w-0 flex items-center gap-1.5">
+                            <div className="flex-1 h-1.5 rounded-full bg-[var(--bg-tertiary)] overflow-hidden">
+                              <div
+                                className="h-full bg-[var(--accent)] transition-all"
+                                style={{ width: `${t.progress}%` }}
+                              />
+                            </div>
+                            <span className="text-[10px] text-[var(--accent)] flex-shrink-0">
+                              {t.progress}%
+                            </span>
+                          </div>
+                        )}
+                      </div>
+                      <div className="text-xs text-[var(--text-secondary)]">
+                        {new Date(t.createdAt).toLocaleDateString("zh-CN", {
+                          month: "2-digit",
+                          day: "2-digit",
+                        })}
+                      </div>
+                      <svg width="14" height="14" viewBox="0 0 24 24" fill="none"
+                        stroke="currentColor" strokeWidth="2"
+                        className="text-[var(--text-secondary)] hidden md:block">
+                        <path d="M9 18l6-6-6-6" />
+                      </svg>
+                    </div>
+                  </Link>
+                </motion.div>
+              ))}
+            </motion.div>
+          )}
+        </div>
+      </main>
+    </div>
+  );
+}

art-agent/frontend/src/components/chat/session-quick-picks.tsx

@@ -0,0 +1,257 @@
+"use client";
+
+import { useState, useRef, useEffect } from "react";
+import Link from "next/link";
+import { useApp } from "@/lib/app-context";
+
+const ASSET_SPECS = [
+  "1024×1024 · 通用",
+  "768×1024 · 竖版卡牌",
+  "1536×1024 · 横版横幅",
+  "512×512 · Icon",
+  "透明背景 PNG",
+];
+
+interface PickerButtonProps {
+  label: string;
+  value?: string | null;
+  placeholder: string;
+  phaseBadge?: string;
+  onClear?: () => void;
+  onClick: () => void;
+  icon: React.ReactNode;
+}
+
+function PickerButton({ label, value, placeholder, phaseBadge, onClear, onClick, icon }: PickerButtonProps) {
+  const active = !!value;
+  return (
+    <div className="relative group">
+      <button
+        onClick={onClick}
+        className={`h-7 pl-2 pr-2.5 rounded-lg text-xs flex items-center gap-1.5 cursor-pointer transition-all whitespace-nowrap ${
+          active
+            ? "bg-[var(--accent)]/10 border border-[var(--accent)]/30 text-[var(--accent)]"
+            : "border border-[var(--border)] bg-[var(--bg-tertiary)] text-[var(--text-secondary)] hover:border-[var(--accent)]/40 hover:text-[var(--text-primary)]"
+        }`}
+        title={`${label}：${value || placeholder}`}
+      >
+        {icon}
+        <span className="typo-micro text-[10px]" style={{ textTransform: "none" }}>{label}</span>
+        <span className="text-[11px] font-medium max-w-[120px] truncate">
+          {value || placeholder}
+        </span>
+        {phaseBadge && (
+          <span className="phase-chip" style={{ marginLeft: 2 }}>{phaseBadge}</span>
+        )}
+      </button>
+      {active && onClear && (
+        <button
+          onClick={(e) => {
+            e.stopPropagation();
+            onClear();
+          }}
+          className="absolute -top-1 -right-1 w-4 h-4 rounded-full bg-[var(--bg-secondary)] border border-[var(--border)]
+                     text-[var(--text-secondary)] text-[10px] flex items-center justify-center
+                     opacity-0 group-hover:opacity-100 hover:text-[var(--hot)] hover:border-[var(--hot)]/40
+                     transition-opacity cursor-pointer"
+          title="清除"
+        >
+          ×
+        </button>
+      )}
+    </div>
+  );
+}
+
+export function SessionQuickPicks() {
+  const {
+    stylePacks, characters,
+    sessionStyleId, setSessionStyleId,
+    sessionCharacterId, setSessionCharacterId,
+    sessionAssetSpec, setSessionAssetSpec,
+  } = useApp();
+
+  const [openMenu, setOpenMenu] = useState<null | "style" | "character" | "spec">(null);
+  const rootRef = useRef<HTMLDivElement>(null);
+
+  useEffect(() => {
+    if (!openMenu) return;
+    const handler = (e: MouseEvent) => {
+      if (!rootRef.current?.contains(e.target as Node)) setOpenMenu(null);
+    };
+    document.addEventListener("mousedown", handler);
+    return () => document.removeEventListener("mousedown", handler);
+  }, [openMenu]);
+
+  const styleName = stylePacks.find((s) => s.id === sessionStyleId)?.name;
+  const charName = characters.find((c) => c.id === sessionCharacterId)?.name;
+
+  return (
+    <div ref={rootRef} className="relative px-3 md:px-5 pt-2 pb-1 flex items-center gap-1.5 flex-wrap">
+      <PickerButton
+        label="风格"
+        value={styleName}
+        placeholder="选择风格"
+        phaseBadge="P1"
+        icon={
+          <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+            <circle cx="12" cy="12" r="3" />
+            <circle cx="12" cy="12" r="9" strokeDasharray="2 3" />
+          </svg>
+        }
+        onClear={() => setSessionStyleId(null)}
+        onClick={() => setOpenMenu(openMenu === "style" ? null : "style")}
+      />
+
+      <PickerButton
+        label="角色"
+        value={charName}
+        placeholder="选择角色"
+        phaseBadge="P1"
+        icon={
+          <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+            <circle cx="12" cy="8" r="4" />
+            <path d="M4 21a8 8 0 0 1 16 0" />
+          </svg>
+        }
+        onClear={() => setSessionCharacterId(null)}
+        onClick={() => setOpenMenu(openMenu === "character" ? null : "character")}
+      />
+
+      <PickerButton
+        label="规格"
+        value={sessionAssetSpec ?? undefined}
+        placeholder="输出规格"
+        icon={
+          <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+            <rect x="4" y="4" width="16" height="16" rx="2" />
+            <path d="M4 12h16M12 4v16" />
+          </svg>
+        }
+        onClear={() => setSessionAssetSpec(null)}
+        onClick={() => setOpenMenu(openMenu === "spec" ? null : "spec")}
+      />
+
+      <span className="text-[10px] text-[var(--text-secondary)]/60 ml-auto hidden md:inline">
+        快选占位 · 将作为提示词前缀参与生成（接入待 Phase 1）
+      </span>
+
+      {/* 下拉菜单（向上展开，避免被下方输入栏遮挡） */}
+      {openMenu && (
+        <div
+          className="absolute left-3 md:left-5 bottom-[calc(100%+4px)] z-50 w-80 max-w-[calc(100vw-24px)]
+                     rounded-xl surface-2 border border-[var(--border)] shadow-xl
+                     overflow-hidden backdrop-blur-xl"
+        >
+          {openMenu === "style" && (
+            <>
+              <div className="px-3 py-2 border-b border-[var(--border)] flex items-center justify-between">
+                <span className="typo-micro" style={{ textTransform: "none" }}>选择风格集</span>
+                <Link href="/styles" className="text-[10px] text-[var(--accent)] hover:underline">
+                  管理 →
+                </Link>
+              </div>
+              <div className="max-h-64 overflow-y-auto">
+                {stylePacks.length === 0 ? (
+                  <div className="px-3 py-6 text-center text-xs text-[var(--text-secondary)]">
+                    暂无风格，
+                    <Link href="/styles/new" className="text-[var(--accent)] hover:underline">
+                      新建一个
+                    </Link>
+                  </div>
+                ) : (
+                  stylePacks.map((s) => (
+                    <button
+                      key={s.id}
+                      onClick={() => { setSessionStyleId(s.id); setOpenMenu(null); }}
+                      className={`w-full px-3 py-2 text-left text-xs flex items-center gap-2 cursor-pointer transition-colors ${
+                        sessionStyleId === s.id
+                          ? "bg-[var(--accent)]/10 text-[var(--accent)]"
+                          : "hover:bg-[var(--accent)]/5 text-[var(--text-primary)]"
+                      }`}
+                    >
+                      <div className="w-8 h-8 rounded-md bg-[var(--bg-tertiary)] flex-shrink-0 placeholder-card" />
+                      <div className="min-w-0 flex-1">
+                        <div className="truncate font-medium">{s.name}</div>
+                        <div className="truncate text-[10px] text-[var(--text-secondary)]">
+                          {s.keywords.slice(0, 3).join(" · ") || "无关键词"}
+                        </div>
+                      </div>
+                    </button>
+                  ))
+                )}
+              </div>
+            </>
+          )}
+
+          {openMenu === "character" && (
+            <>
+              <div className="px-3 py-2 border-b border-[var(--border)] flex items-center justify-between">
+                <span className="typo-micro" style={{ textTransform: "none" }}>选择角色</span>
+                <Link href="/characters" className="text-[10px] text-[var(--accent)] hover:underline">
+                  管理 →
+                </Link>
+              </div>
+              <div className="max-h-64 overflow-y-auto">
+                {characters.length === 0 ? (
+                  <div className="px-3 py-6 text-center text-xs text-[var(--text-secondary)]">
+                    暂无角色，
+                    <Link href="/characters/new" className="text-[var(--accent)] hover:underline">
+                      新建一个
+                    </Link>
+                  </div>
+                ) : (
+                  characters.map((c) => (
+                    <button
+                      key={c.id}
+                      onClick={() => { setSessionCharacterId(c.id); setOpenMenu(null); }}
+                      className={`w-full px-3 py-2 text-left text-xs flex items-center gap-2 cursor-pointer transition-colors ${
+                        sessionCharacterId === c.id
+                          ? "bg-[var(--accent)]/10 text-[var(--accent)]"
+                          : "hover:bg-[var(--accent)]/5 text-[var(--text-primary)]"
+                      }`}
+                    >
+                      <div className="w-8 h-8 rounded-full bg-[var(--bg-tertiary)] flex-shrink-0 placeholder-card" />
+                      <div className="min-w-0 flex-1">
+                        <div className="truncate font-medium">{c.name}</div>
+                        <div className="truncate text-[10px] text-[var(--text-secondary)]">
+                          {c.visualHooks.slice(0, 3).join(" · ") || "无视觉锚点"}
+                        </div>
+                      </div>
+                    </button>
+                  ))
+                )}
+              </div>
+            </>
+          )}
+
+          {openMenu === "spec" && (
+            <>
+              <div className="px-3 py-2 border-b border-[var(--border)]">
+                <span className="typo-micro" style={{ textTransform: "none" }}>输出规格（占位）</span>
+              </div>
+              <div className="max-h-64 overflow-y-auto">
+                {ASSET_SPECS.map((spec) => (
+                  <button
+                    key={spec}
+                    onClick={() => { setSessionAssetSpec(spec); setOpenMenu(null); }}
+                    className={`w-full px-3 py-2 text-left text-xs cursor-pointer transition-colors ${
+                      sessionAssetSpec === spec
+                        ? "bg-[var(--accent)]/10 text-[var(--accent)]"
+                        : "hover:bg-[var(--accent)]/5 text-[var(--text-primary)]"
+                    }`}
+                  >
+                    {spec}
+                  </button>
+                ))}
+              </div>
+              <div className="px-3 py-2 border-t border-[var(--border)] text-[10px] text-[var(--text-secondary)]">
+                规格将在 Phase 1 接入真实参数。
+              </div>
+            </>
+          )}
+        </div>
+      )}
+    </div>
+  );
+}

art-agent/frontend/src/components/chat/task-card.tsx

@@ -0,0 +1,108 @@
+"use client";
+
+import { useState } from "react";
+import { useApp } from "@/lib/app-context";
+import type { TaskIR } from "@/lib/types";
+
+interface TaskCardProps {
+  ir: TaskIR;
+  onConfirm?: (ir: TaskIR) => void;
+  onCancel?: () => void;
+}
+
+/**
+ * 任务说明卡（Phase 1 占位组件）
+ *
+ * 对应 INFOLAYER.md 3.3.2 节：自然语言 → IR 的"任务说明卡"。
+ * 用于在对话中展示 Agent 解析出的任务意图，供用户确认、微调或取消。
+ * 数据结构见 types.ts 中的 TaskIR。
+ */
+export function TaskCard({ ir, onConfirm, onCancel }: TaskCardProps) {
+  const { stylePacks, characters } = useApp();
+  const [candidateCount, setCandidateCount] = useState(ir.candidateCount);
+
+  const styleName = stylePacks.find((s) => s.id === ir.styleId)?.name;
+  const charName = characters.find((c) => c.id === ir.characterId)?.name;
+
+  return (
+    <div className="rounded-xl border border-[var(--accent)]/20 bg-[var(--accent)]/5
+                    px-4 py-3 max-w-xl backdrop-blur-sm">
+      <div className="flex items-center gap-2 mb-2">
+        <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="var(--accent)" strokeWidth="2">
+          <path d="M9 11l3 3L22 4" />
+          <path d="M21 12v7a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h11" />
+        </svg>
+        <span className="typo-strong text-xs text-[var(--accent)]">任务说明卡</span>
+        <span className="phase-chip">Phase 1</span>
+      </div>
+
+      <div className="grid grid-cols-1 sm:grid-cols-2 gap-x-4 gap-y-1.5 text-xs">
+        <div>
+          <span className="typo-micro" style={{ textTransform: "none" }}>任务类型</span>
+          <div className="text-[var(--text-primary)]">{ir.taskType}</div>
+        </div>
+        <div>
+          <span className="typo-micro" style={{ textTransform: "none" }}>模板</span>
+          <div className="text-[var(--text-primary)]">{ir.template}</div>
+        </div>
+        <div>
+          <span className="typo-micro" style={{ textTransform: "none" }}>风格</span>
+          <div className="text-[var(--text-primary)] truncate">
+            {styleName ?? <span className="text-[var(--text-secondary)]">未指定</span>}
+          </div>
+        </div>
+        <div>
+          <span className="typo-micro" style={{ textTransform: "none" }}>角色</span>
+          <div className="text-[var(--text-primary)] truncate">
+            {charName ?? <span className="text-[var(--text-secondary)]">未指定</span>}
+          </div>
+        </div>
+        <div className="sm:col-span-2">
+          <span className="typo-micro" style={{ textTransform: "none" }}>输出规格</span>
+          <div className="text-[var(--text-primary)]">{ir.outputSpec}</div>
+        </div>
+      </div>
+
+      <div className="mt-3 flex items-center gap-3 flex-wrap">
+        <label className="flex items-center gap-2 text-xs">
+          <span className="typo-micro" style={{ textTransform: "none" }}>候选数</span>
+          <input
+            type="number"
+            min={1}
+            max={8}
+            value={candidateCount}
+            onChange={(e) => setCandidateCount(parseInt(e.target.value) || 1)}
+            className="w-14 px-1.5 py-0.5 text-xs rounded-md bg-[var(--bg-primary)]
+                       border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none text-center"
+          />
+        </label>
+
+        <div className="ml-auto flex gap-1.5">
+          {onCancel && (
+            <button
+              onClick={onCancel}
+              className="px-2.5 py-1 text-xs rounded-md border border-[var(--border)]
+                         text-[var(--text-secondary)] hover:text-[var(--text-primary)]
+                         cursor-pointer transition-all"
+            >
+              取消
+            </button>
+          )}
+          <button
+            onClick={() => onConfirm?.({ ...ir, candidateCount })}
+            className="px-2.5 py-1 text-xs rounded-md font-medium
+                       bg-[var(--accent)] text-[var(--bg-primary)]
+                       hover:bg-[var(--accent-hover)]
+                       cursor-pointer transition-all"
+          >
+            确认并生成
+          </button>
+        </div>
+      </div>
+
+      <div className="text-[10px] text-[var(--text-secondary)] mt-2">
+        确认后 Agent 将按此参数组合生成候选（占位交互，真实链路待 Phase 1）。
+      </div>
+    </div>
+  );
+}

art-agent/frontend/src/components/layout/project-switcher.tsx

@@ -0,0 +1,165 @@
+"use client";
+
+import { useState, useRef, useEffect } from "react";
+import { motion, AnimatePresence } from "framer-motion";
+import { useApp } from "@/lib/app-context";
+import { slideUp } from "@/components/ui/motion-presets";
+
+export function ProjectSwitcher() {
+  const { projects, activeProject, activeProjectId, switchProject, upsertProject } = useApp();
+  const [open, setOpen] = useState(false);
+  const [creating, setCreating] = useState(false);
+  const [newName, setNewName] = useState("");
+  const [newType, setNewType] = useState("2D RPG");
+  const ref = useRef<HTMLDivElement>(null);
+
+  useEffect(() => {
+    if (!open) return;
+    function handler(e: MouseEvent) {
+      if (ref.current && !ref.current.contains(e.target as Node)) {
+        setOpen(false);
+        setCreating(false);
+      }
+    }
+    document.addEventListener("mousedown", handler);
+    return () => document.removeEventListener("mousedown", handler);
+  }, [open]);
+
+  const handleCreate = () => {
+    if (!newName.trim()) return;
+    const now = Date.now();
+    upsertProject({
+      id: `proj-${now.toString(36)}`,
+      name: newName.trim(),
+      type: newType,
+      description: "",
+      createdAt: now,
+      updatedAt: now,
+    });
+    setNewName("");
+    setCreating(false);
+    setOpen(false);
+  };
+
+  if (!activeProject) return null;
+
+  return (
+    <div className="relative hidden sm:block" ref={ref}>
+      <button
+        onClick={() => setOpen(!open)}
+        className="flex items-center gap-2 px-2.5 py-1.5 text-xs rounded-lg
+                   border border-[var(--border)] bg-[var(--bg-tertiary)]/60
+                   text-[var(--text-secondary)]
+                   hover:text-[var(--accent)] hover:border-[var(--accent)]/40
+                   transition-all cursor-pointer"
+        title="切换项目（Phase 1）"
+      >
+        <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+          <path d="M3 7v10a2 2 0 002 2h14a2 2 0 002-2V9a2 2 0 00-2-2h-7l-2-2H5a2 2 0 00-2 2z" />
+        </svg>
+        <span className="max-w-[100px] md:max-w-[160px] truncate font-medium">
+          {activeProject.name}
+        </span>
+        <svg width="10" height="10" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+          <polyline points="6 9 12 15 18 9" />
+        </svg>
+      </button>
+
+      <AnimatePresence>
+        {open && (
+          <motion.div
+            variants={slideUp}
+            initial="hidden"
+            animate="visible"
+            exit={{ opacity: 0, y: 4, transition: { duration: 0.1 } }}
+            className="absolute left-0 top-full mt-1.5 w-72 rounded-xl surface-3 z-50 overflow-hidden"
+          >
+            <div className="px-3 py-2 border-b border-[var(--border)] flex items-center justify-between">
+              <span className="typo-micro" style={{ textTransform: "none" }}>
+                项目（Phase 1 · 占位）
+              </span>
+              <button
+                onClick={() => setCreating(!creating)}
+                className="text-[10px] text-[var(--accent)] hover:underline cursor-pointer"
+              >
+                {creating ? "取消" : "+ 新建"}
+              </button>
+            </div>
+
+            {creating && (
+              <div className="p-2.5 border-b border-[var(--border)] space-y-1.5">
+                <input
+                  value={newName}
+                  onChange={(e) => setNewName(e.target.value)}
+                  placeholder="项目名称"
+                  className="w-full text-xs bg-[var(--bg-tertiary)] border border-[var(--border)]
+                             rounded-md px-2 py-1.5 focus:outline-none focus:border-[var(--accent)]/50"
+                />
+                <select
+                  value={newType}
+                  onChange={(e) => setNewType(e.target.value)}
+                  className="w-full text-xs bg-[var(--bg-tertiary)] border border-[var(--border)]
+                             rounded-md px-2 py-1.5 focus:outline-none cursor-pointer"
+                >
+                  <option>2D RPG</option>
+                  <option>横版动作</option>
+                  <option>卡牌</option>
+                  <option>放置类</option>
+                  <option>其他</option>
+                </select>
+                <button
+                  onClick={handleCreate}
+                  disabled={!newName.trim()}
+                  className="w-full px-2 py-1.5 text-xs rounded-md bg-[var(--accent)]
+                             text-[var(--bg-primary)] font-medium cursor-pointer
+                             disabled:opacity-50"
+                >
+                  创建（占位）
+                </button>
+              </div>
+            )}
+
+            <div className="max-h-64 overflow-y-auto py-1">
+              {projects.map((p) => (
+                <button
+                  key={p.id}
+                  onClick={() => {
+                    switchProject(p.id);
+                    setOpen(false);
+                  }}
+                  className={`w-full text-left px-3 py-2 text-sm cursor-pointer
+                              hover:bg-[var(--bg-tertiary)] transition-colors flex items-center gap-2 ${
+                                p.id === activeProjectId ? "bg-[var(--accent)]/8" : ""
+                              }`}
+                >
+                  <div className={`w-6 h-6 rounded-md flex-shrink-0 flex items-center justify-center text-[10px] font-bold ${
+                    p.id === activeProjectId
+                      ? "bg-[var(--accent)] text-[var(--bg-primary)]"
+                      : "bg-[var(--bg-tertiary)] text-[var(--text-secondary)]"
+                  }`}>
+                    {p.name.slice(0, 1).toUpperCase()}
+                  </div>
+                  <div className="flex-1 min-w-0">
+                    <div className={`text-xs truncate ${
+                      p.id === activeProjectId ? "text-[var(--accent)] font-medium" : "text-[var(--text-primary)]"
+                    }`}>
+                      {p.name}
+                    </div>
+                    <div className="text-[10px] text-[var(--text-secondary)] truncate">
+                      {p.type}
+                    </div>
+                  </div>
+                  {p.id === activeProjectId && (
+                    <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="3" className="text-[var(--accent)]">
+                      <polyline points="20 6 9 17 4 12" />
+                    </svg>
+                  )}
+                </button>
+              ))}
+            </div>
+          </motion.div>
+        )}
+      </AnimatePresence>
+    </div>
+  );
+}

art-agent/frontend/src/components/layout/top-nav.tsx

@@ -7,12 +7,14 @@ import { usePathname } from "next/navigation";
 import { useApp } from "@/lib/app-context";
 import { useAuth } from "@/lib/auth-context";
 import { ProfileModal } from "@/components/profile-modal";
+import { ProjectSwitcher } from "./project-switcher";
 import { slideUp } from "@/components/ui/motion-presets";
 
 const NAV_ITEMS = [
   {
     href: "/",
-    label: "对话",
+    label: "工作台",
+    phase: "Phase 0",
     icon: (
       <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
         <path d="M21 15a2 2 0 01-2 2H7l-4 4V5a2 2 0 012-2h14a2 2 0 012 2z" />
@@ -22,6 +24,7 @@ const NAV_ITEMS = [
   {
     href: "/gallery",
     label: "资源库",
+    phase: "Phase 0",
     icon: (
       <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
         <rect x="3" y="3" width="18" height="18" rx="2" ry="2" />
@@ -30,6 +33,41 @@ const NAV_ITEMS = [
       </svg>
     ),
   },
+  {
+    href: "/styles",
+    label: "风格库",
+    phase: "Phase 1",
+    icon: (
+      <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+        <circle cx="13.5" cy="6.5" r=".5" />
+        <circle cx="17.5" cy="10.5" r=".5" />
+        <circle cx="8.5" cy="7.5" r=".5" />
+        <circle cx="6.5" cy="12.5" r=".5" />
+        <path d="M12 2C6.5 2 2 6.5 2 12s4.5 10 10 10c.55 0 1-.45 1-1v-3.5c0-.55.45-1 1-1h2c2.76 0 5-2.24 5-5 0-5.5-4.5-9.5-10-9.5z" />
+      </svg>
+    ),
+  },
+  {
+    href: "/characters",
+    label: "角色库",
+    phase: "Phase 1",
+    icon: (
+      <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+        <path d="M20 21v-2a4 4 0 00-4-4H8a4 4 0 00-4 4v2" />
+        <circle cx="12" cy="7" r="4" />
+      </svg>
+    ),
+  },
+  {
+    href: "/training",
+    label: "训练中心",
+    phase: "Phase 2",
+    icon: (
+      <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+        <path d="M12 2L3 7v5c0 5 3.8 9.7 9 11 5.2-1.3 9-6 9-11V7l-9-5z" />
+      </svg>
+    ),
+  },
 ] as const;
 
 export function TopNav() {
@@ -53,7 +91,7 @@ export function TopNav() {
 
   return (
   <>
-    <header className="relative z-10 flex-shrink-0 h-14 border-b border-[var(--border)] surface-1 backdrop-blur-xl flex items-center px-4 md:px-5 gap-4 md:gap-6">
+    <header className="relative z-10 flex-shrink-0 h-14 border-b border-[var(--border)] surface-1 backdrop-blur-xl flex items-center px-4 md:px-5 gap-3 md:gap-5">
       {/* 移动端汉堡菜单 */}
       <button
         onClick={() => setSidebarCollapsed(!sidebarCollapsed)}
@@ -79,27 +117,42 @@ export function TopNav() {
             <circle cx="23" cy="22.5" r="1" fill="white" />
           </svg>
         </div>
-        <span className="text-base font-bold tracking-tight text-[var(--text-primary)]">
+        <span className="text-base font-bold tracking-tight text-[var(--text-primary)] hidden sm:inline">
           EPEEKit
         </span>
       </Link>
 
+      {/* 项目切换器 */}
+      <ProjectSwitcher />
+
       {/* 导航 Tab */}
-      <nav className="flex items-center gap-1.5">
-        {NAV_ITEMS.map(({ href, label, icon }) => {
+      <nav className="flex items-center gap-1 overflow-x-auto hide-scrollbar">
+        {NAV_ITEMS.map(({ href, label, icon, phase }) => {
           const active = href === "/" ? pathname === "/" : pathname.startsWith(href);
           return (
             <Link
               key={href}
               href={href}
-              className={`relative flex items-center gap-1.5 px-3 md:px-4 py-2 text-sm rounded-lg transition-all ${
+              className={`relative flex items-center gap-1.5 px-2.5 md:px-3.5 py-2 text-sm rounded-lg transition-all whitespace-nowrap ${
                 active
                   ? "glow-border text-[var(--accent)] font-medium !bg-[var(--bg-secondary)]"
                   : "text-[var(--text-secondary)] hover:text-[var(--text-primary)] border border-transparent hover:border-[var(--border-glow)]"
               }`}
+              title={`${label}（${phase}）`}
             >
               {icon}
-              {label}
+              <span className="hidden md:inline">{label}</span>
+              {phase !== "Phase 0" && (
+                <span
+                  className="hidden lg:inline text-[9px] px-1 py-px rounded font-semibold"
+                  style={{
+                    background: "rgba(184, 147, 90, 0.12)",
+                    color: "var(--gold)",
+                  }}
+                >
+                  {phase.replace("Phase ", "P")}
+                </span>
+              )}
             </Link>
           );
         })}
@@ -112,7 +165,7 @@ export function TopNav() {
         <div className="relative" ref={menuRef}>
           <button
             onClick={() => setMenuOpen(!menuOpen)}
-            className="flex items-center gap-2 px-3 py-1.5 rounded-lg text-sm
+            className="flex items-center gap-2 px-2.5 py-1.5 rounded-lg text-sm
                        text-[var(--text-secondary)] hover:text-[var(--text-primary)]
                        hover:bg-[var(--bg-tertiary)] border border-transparent
                        hover:border-[var(--border)] transition-all cursor-pointer"
@@ -121,7 +174,7 @@ export function TopNav() {
                             flex items-center justify-center text-[var(--accent)] text-xs font-semibold">
               {(user.display_name || user.username).charAt(0).toUpperCase()}
             </div>
-            <span className="hidden sm:inline max-w-[100px] truncate">
+            <span className="hidden sm:inline max-w-[80px] truncate">
               {user.display_name || user.username}
             </span>
           </button>
@@ -132,29 +185,72 @@ export function TopNav() {
                 initial="hidden"
                 animate="visible"
                 exit={{ opacity: 0, y: 4, transition: { duration: 0.1 } }}
-                className="absolute right-0 top-full mt-1.5 w-48 rounded-xl
+                className="absolute right-0 top-full mt-1.5 w-56 rounded-xl
                             surface-3 py-1.5 z-50"
               >
-                <button
-                  onClick={() => { setMenuOpen(false); setProfileOpen(true); }}
-                  className="w-full text-left px-3.5 py-2 text-xs text-[var(--text-secondary)]
-                             hover:text-[var(--accent)] hover:bg-[var(--bg-tertiary)]
-                             border-b border-[var(--border)] transition-colors cursor-pointer
-                             flex items-center gap-1.5"
-                >
+                <div className="px-3.5 py-2 text-xs text-[var(--text-secondary)]
+                                border-b border-[var(--border)] flex items-center gap-1.5">
                   <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
                     <path d="M20 21v-2a4 4 0 00-4-4H8a4 4 0 00-4 4v2" />
                     <circle cx="12" cy="7" r="4" />
                   </svg>
-                  <span>{user.username}</span>
-                  {user.is_admin && <span className="text-[var(--accent)]">(管理员)</span>}
+                  <span className="truncate">{user.username}</span>
+                  {user.is_admin && <span className="text-[var(--accent)] font-medium">(管理员)</span>}
+                </div>
+                <button
+                  onClick={() => { setMenuOpen(false); setProfileOpen(true); }}
+                  className="w-full text-left px-3.5 py-2 text-sm text-[var(--text-primary)]
+                             hover:bg-[var(--bg-tertiary)] cursor-pointer transition-colors
+                             flex items-center gap-2"
+                >
+                  <svg width="13" height="13" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+                    <path d="M12 2l3.09 6.26L22 9.27l-5 4.87 1.18 6.88L12 17.77l-6.18 3.25L7 14.14 2 9.27l6.91-1.01L12 2z" />
+                  </svg>
+                  个人信息 / 记忆
                 </button>
+                <Link
+                  href="/settings"
+                  onClick={() => setMenuOpen(false)}
+                  className="w-full text-left px-3.5 py-2 text-sm text-[var(--text-primary)]
+                             hover:bg-[var(--bg-tertiary)] cursor-pointer transition-colors
+                             flex items-center gap-2"
+                >
+                  <svg width="13" height="13" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+                    <circle cx="12" cy="12" r="3" />
+                    <path d="M19.4 15a1.65 1.65 0 00.33 1.82l.06.06a2 2 0 01-2.83 2.83l-.06-.06a1.65 1.65 0 00-1.82-.33 1.65 1.65 0 00-1 1.51V21a2 2 0 01-4 0v-.09A1.65 1.65 0 009 19.4a1.65 1.65 0 00-1.82.33l-.06.06a2 2 0 01-2.83-2.83l.06-.06a1.65 1.65 0 00.33-1.82 1.65 1.65 0 00-1.51-1H3a2 2 0 010-4h.09A1.65 1.65 0 004.6 9a1.65 1.65 0 00-.33-1.82l-.06-.06a2 2 0 012.83-2.83l.06.06a1.65 1.65 0 001.82.33H9a1.65 1.65 0 001-1.51V3a2 2 0 014 0v.09a1.65 1.65 0 001 1.51 1.65 1.65 0 001.82-.33l.06-.06a2 2 0 012.83 2.83l-.06.06a1.65 1.65 0 00-.33 1.82V9a1.65 1.65 0 001.51 1H21a2 2 0 010 4h-.09a1.65 1.65 0 00-1.51 1z" />
+                  </svg>
+                  项目设置
+                  <span className="ml-auto text-[9px] px-1 py-px rounded font-semibold"
+                        style={{ background: "rgba(184, 147, 90, 0.12)", color: "var(--gold)" }}>
+                    P1
+                  </span>
+                </Link>
+                <button
+                  onClick={() => { setMenuOpen(false); alert("全局设置（Phase 2 规划中）\n- API Key 配置\n- 界面偏好\n- 通知设置"); }}
+                  className="w-full text-left px-3.5 py-2 text-sm text-[var(--text-secondary)]
+                             hover:text-[var(--text-primary)] hover:bg-[var(--bg-tertiary)]
+                             cursor-pointer transition-colors flex items-center gap-2"
+                  title="Phase 2 占位"
+                >
+                  <svg width="13" height="13" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+                    <path d="M12 20V10M6 20v-5M18 20V4" />
+                  </svg>
+                  全局设置
+                  <span className="ml-auto text-[9px] px-1 py-px rounded font-semibold"
+                        style={{ background: "rgba(184, 147, 90, 0.12)", color: "var(--gold)" }}>
+                    P2
+                  </span>
+                </button>
+                <div className="border-t border-[var(--border)] my-1" />
                 <button
                   onClick={() => { setMenuOpen(false); logout(); }}
                   className="w-full text-left px-3.5 py-2 text-sm text-[var(--text-secondary)]
-                             hover:text-[var(--text-primary)] hover:bg-[var(--bg-tertiary)]
-                             transition-colors cursor-pointer"
+                             hover:text-[var(--hot)] hover:bg-[var(--bg-tertiary)]
+                             transition-colors cursor-pointer flex items-center gap-2"
                 >
+                  <svg width="13" height="13" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+                    <path d="M9 21H5a2 2 0 01-2-2V5a2 2 0 012-2h4M16 17l5-5-5-5M21 12H9" />
+                  </svg>
                   退出登录
                 </button>
               </motion.div>

art-agent/frontend/src/components/sidebar/project-card.tsx

@@ -0,0 +1,104 @@
+"use client";
+
+import Link from "next/link";
+import { useApp } from "@/lib/app-context";
+
+/**
+ * 侧边栏项目信息卡（Phase 1）。
+ *
+ * 展示当前项目名、绑定的默认风格缩略图（占位），以及快捷入口：
+ * 风格库 / 角色库 / 项目设置。数据来自 placeholder-store 的占位数据。
+ */
+export function ProjectCard() {
+  const { activeProject, stylePacks } = useApp();
+
+  if (!activeProject) return null;
+
+  const defaultStyle = activeProject.defaultStyleId
+    ? stylePacks.find((s) => s.id === activeProject.defaultStyleId)
+    : stylePacks[0];
+
+  return (
+    <div className="mx-3 mb-2 rounded-xl placeholder-card p-3">
+      <div className="flex items-center justify-between mb-2">
+        <span className="typo-micro" style={{ textTransform: "none" }}>
+          当前项目
+        </span>
+        <span className="phase-chip">P1</span>
+      </div>
+
+      <div className="flex items-center gap-2.5 mb-2.5">
+        <div className="w-10 h-10 rounded-lg flex-shrink-0 flex items-center justify-center
+                        bg-gradient-to-br from-[var(--accent)]/15 to-[var(--accent-secondary)]/15
+                        border border-[var(--border-glow)]">
+          {defaultStyle ? (
+            <span className="text-[10px] text-[var(--accent)] font-semibold tracking-tight px-1 text-center">
+              {defaultStyle.name.slice(0, 2)}
+            </span>
+          ) : (
+            <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="var(--accent)" strokeWidth="1.8">
+              <path d="M3 7v10a2 2 0 002 2h14a2 2 0 002-2V9a2 2 0 00-2-2h-7l-2-2H5a2 2 0 00-2 2z" />
+            </svg>
+          )}
+        </div>
+        <div className="flex-1 min-w-0">
+          <div className="text-sm text-[var(--text-primary)] font-medium truncate">
+            {activeProject.name}
+          </div>
+          <div className="text-[10px] text-[var(--text-secondary)] truncate">
+            {activeProject.type}
+            {defaultStyle && <> · {defaultStyle.name}</>}
+          </div>
+        </div>
+      </div>
+
+      <div className="grid grid-cols-3 gap-1.5">
+        <Link
+          href="/styles"
+          className="flex flex-col items-center justify-center gap-1 py-1.5 rounded-md
+                     bg-[var(--bg-tertiary)]/60 text-[10px] text-[var(--text-secondary)]
+                     hover:text-[var(--accent)] hover:bg-[var(--accent)]/8
+                     cursor-pointer transition-colors"
+          title="风格库"
+        >
+          <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+            <circle cx="13.5" cy="6.5" r=".5" />
+            <circle cx="17.5" cy="10.5" r=".5" />
+            <circle cx="8.5" cy="7.5" r=".5" />
+            <circle cx="6.5" cy="12.5" r=".5" />
+            <path d="M12 2C6.5 2 2 6.5 2 12s4.5 10 10 10c.55 0 1-.45 1-1v-3.5c0-.55.45-1 1-1h2c2.76 0 5-2.24 5-5 0-5.5-4.5-9.5-10-9.5z" />
+          </svg>
+          风格
+        </Link>
+        <Link
+          href="/characters"
+          className="flex flex-col items-center justify-center gap-1 py-1.5 rounded-md
+                     bg-[var(--bg-tertiary)]/60 text-[10px] text-[var(--text-secondary)]
+                     hover:text-[var(--accent)] hover:bg-[var(--accent)]/8
+                     cursor-pointer transition-colors"
+          title="角色库"
+        >
+          <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+            <path d="M20 21v-2a4 4 0 00-4-4H8a4 4 0 00-4 4v2" />
+            <circle cx="12" cy="7" r="4" />
+          </svg>
+          角色
+        </Link>
+        <Link
+          href="/settings"
+          className="flex flex-col items-center justify-center gap-1 py-1.5 rounded-md
+                     bg-[var(--bg-tertiary)]/60 text-[10px] text-[var(--text-secondary)]
+                     hover:text-[var(--accent)] hover:bg-[var(--accent)]/8
+                     cursor-pointer transition-colors"
+          title="项目设置"
+        >
+          <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+            <circle cx="12" cy="12" r="3" />
+            <path d="M19.4 15a1.65 1.65 0 00.33 1.82l.06.06a2 2 0 01-2.83 2.83l-.06-.06a1.65 1.65 0 00-1.82-.33 1.65 1.65 0 00-1 1.51V21a2 2 0 01-4 0v-.09A1.65 1.65 0 009 19.4a1.65 1.65 0 00-1.82.33l-.06.06a2 2 0 01-2.83-2.83l.06-.06a1.65 1.65 0 00.33-1.82 1.65 1.65 0 00-1.51-1H3a2 2 0 010-4h.09A1.65 1.65 0 004.6 9a1.65 1.65 0 00-.33-1.82l-.06-.06a2 2 0 012.83-2.83l.06.06a1.65 1.65 0 001.82.33H9a1.65 1.65 0 001-1.51V3a2 2 0 014 0v.09a1.65 1.65 0 001 1.51 1.65 1.65 0 001.82-.33l.06-.06a2 2 0 012.83 2.83l-.06.06a1.65 1.65 0 00-.33 1.82V9a1.65 1.65 0 001.51 1H21a2 2 0 010 4h-.09a1.65 1.65 0 00-1.51 1z" />
+          </svg>
+          设置
+        </Link>
+      </div>
+    </div>
+  );
+}

art-agent/frontend/src/components/sidebar/sidebar.tsx

@@ -3,6 +3,7 @@
 import { useApp } from "@/lib/app-context";
 import { TagFilter } from "./tag-filter";
 import { SessionList } from "./session-list";
+import { ProjectCard } from "./project-card";
 
 export function Sidebar() {
   const { sidebarCollapsed, setSidebarCollapsed } = useApp();
@@ -53,6 +54,7 @@ export function Sidebar() {
 
         <TagFilter />
         <SessionList />
+        <ProjectCard />
       </aside>
     </>
   );

art-agent/frontend/src/components/workbench/advanced-controls.tsx

@@ -0,0 +1,131 @@
+"use client";
+
+import { useState } from "react";
+import { AnimatePresence, motion } from "framer-motion";
+
+/**
+ * 高级控制面板（Phase 2 占位）
+ *
+ * 对应 INFOLAYER.md 3.3 节「高级控制」：提供给高级用户的参数调节抽屉。
+ * 当前所有参数均为占位，不会真实下发到后端。
+ */
+export function AdvancedControls() {
+  const [open, setOpen] = useState(false);
+  const [cfg, setCfg] = useState(7.5);
+  const [steps, setSteps] = useState(28);
+  const [sampler, setSampler] = useState("DPM++ 2M Karras");
+  const [seed, setSeed] = useState("");
+  const [styleWeight, setStyleWeight] = useState(0.8);
+  const [charWeight, setCharWeight] = useState(0.85);
+
+  return (
+    <div className="relative">
+      <button
+        onClick={() => setOpen(!open)}
+        className="h-7 px-2 rounded-lg text-xs flex items-center gap-1.5
+                   border border-[var(--border)] bg-[var(--bg-tertiary)]
+                   text-[var(--text-secondary)] hover:text-[var(--text-primary)]
+                   hover:border-[var(--accent)]/40 cursor-pointer transition-all"
+        title="高级控制（占位）"
+      >
+        <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2">
+          <circle cx="12" cy="12" r="3" />
+          <path d="M19.4 15a1.65 1.65 0 0 0 .33 1.82l.06.06a2 2 0 0 1-2.83 2.83l-.06-.06a1.65 1.65 0 0 0-1.82-.33 1.65 1.65 0 0 0-1 1.51V21a2 2 0 0 1-4 0v-.09A1.65 1.65 0 0 0 9 19.4a1.65 1.65 0 0 0-1.82.33l-.06.06a2 2 0 0 1-2.83-2.83l.06-.06a1.65 1.65 0 0 0 .33-1.82 1.65 1.65 0 0 0-1.51-1H3a2 2 0 0 1 0-4h.09A1.65 1.65 0 0 0 4.6 9a1.65 1.65 0 0 0-.33-1.82l-.06-.06a2 2 0 0 1 2.83-2.83l.06.06a1.65 1.65 0 0 0 1.82.33H9a1.65 1.65 0 0 0 1-1.51V3a2 2 0 0 1 4 0v.09a1.65 1.65 0 0 0 1 1.51 1.65 1.65 0 0 0 1.82-.33l.06-.06a2 2 0 0 1 2.83 2.83l-.06.06a1.65 1.65 0 0 0-.33 1.82V9a1.65 1.65 0 0 0 1.51 1H21a2 2 0 0 1 0 4h-.09a1.65 1.65 0 0 0-1.51 1z" />
+        </svg>
+        高级
+        <span className="phase-chip">P2</span>
+      </button>
+
+      <AnimatePresence>
+        {open && (
+          <motion.div
+            initial={{ opacity: 0, y: 8 }}
+            animate={{ opacity: 1, y: 0 }}
+            exit={{ opacity: 0, y: 8 }}
+            className="absolute bottom-full mb-2 right-0 w-80 max-w-[calc(100vw-24px)]
+                       rounded-xl surface-2 border border-[var(--border)] shadow-xl
+                       backdrop-blur-xl z-40 p-3"
+          >
+            <div className="flex items-center justify-between mb-3">
+              <span className="typo-strong text-xs">高级控制（占位）</span>
+              <button
+                onClick={() => setOpen(false)}
+                className="text-xs text-[var(--text-secondary)] hover:text-[var(--text-primary)] cursor-pointer"
+              >
+                ✕
+              </button>
+            </div>
+
+            <div className="space-y-3">
+              <Slider label="CFG Scale" value={cfg} min={1} max={20} step={0.5} onChange={setCfg} />
+              <Slider label="Steps" value={steps} min={10} max={60} step={1} onChange={setSteps} />
+              <Slider label="风格强度" value={styleWeight} min={0} max={1.5} step={0.05} onChange={setStyleWeight} />
+              <Slider label="角色一致性" value={charWeight} min={0} max={1.5} step={0.05} onChange={setCharWeight} />
+
+              <div>
+                <label className="block typo-micro mb-1" style={{ textTransform: "none" }}>采样器</label>
+                <select
+                  value={sampler}
+                  onChange={(e) => setSampler(e.target.value)}
+                  className="w-full px-2 py-1.5 text-xs rounded-md bg-[var(--bg-primary)]
+                             border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none"
+                >
+                  {["DPM++ 2M Karras", "Euler a", "DDIM", "UniPC"].map((s) => (
+                    <option key={s} value={s}>{s}</option>
+                  ))}
+                </select>
+              </div>
+
+              <div>
+                <label className="block typo-micro mb-1" style={{ textTransform: "none" }}>Seed</label>
+                <div className="flex gap-1.5">
+                  <input
+                    value={seed}
+                    onChange={(e) => setSeed(e.target.value)}
+                    placeholder="留空为随机"
+                    className="flex-1 px-2 py-1.5 text-xs rounded-md bg-[var(--bg-primary)]
+                               border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none font-mono"
+                  />
+                  <button
+                    onClick={() => setSeed(Math.floor(Math.random() * 9_999_999).toString())}
+                    className="px-2 py-1.5 text-xs rounded-md border border-[var(--border)]
+                               text-[var(--text-secondary)] hover:text-[var(--text-primary)]
+                               cursor-pointer"
+                  >
+                    🎲
+                  </button>
+                </div>
+              </div>
+            </div>
+
+            <div className="mt-3 pt-3 border-t border-[var(--border)] text-[10px] text-[var(--text-secondary)]">
+              参数为占位，真实生效链路待 Phase 2 交付。
+            </div>
+          </motion.div>
+        )}
+      </AnimatePresence>
+    </div>
+  );
+}
+
+function Slider({
+  label, value, min, max, step, onChange,
+}: { label: string; value: number; min: number; max: number; step: number; onChange: (v: number) => void }) {
+  return (
+    <div>
+      <div className="flex items-center justify-between mb-1">
+        <label className="typo-micro" style={{ textTransform: "none" }}>{label}</label>
+        <span className="text-[11px] text-[var(--accent)] font-mono">{value}</span>
+      </div>
+      <input
+        type="range"
+        min={min}
+        max={max}
+        step={step}
+        value={value}
+        onChange={(e) => onChange(parseFloat(e.target.value))}
+        className="w-full accent-[var(--accent)]"
+      />
+    </div>
+  );
+}

art-agent/frontend/src/components/workbench/candidate-panel.tsx

@@ -0,0 +1,110 @@
+"use client";
+
+import { useState } from "react";
+import type { ImageAsset } from "@/lib/types";
+import { getImageUrl } from "@/lib/api";
+
+/**
+ * 候选评估面板（Phase 1 占位）
+ *
+ * 对应 INFOLAYER.md 3.3.3 节：同轮生成的一组候选图的并排比较、
+ * 快速评分、标注差异、挑选定稿。
+ */
+interface CandidatePanelProps {
+  candidates: ImageAsset[];
+  onPick?: (id: string) => void;
+  onClose?: () => void;
+}
+
+export function CandidatePanel({ candidates, onPick, onClose }: CandidatePanelProps) {
+  const [ratings, setRatings] = useState<Record<string, number>>({});
+  const [notes, setNotes] = useState<Record<string, string>>({});
+
+  if (candidates.length === 0) return null;
+
+  return (
+    <div className="fixed inset-y-0 right-0 w-[min(680px,100vw)] z-40
+                    bg-[var(--bg-secondary)]/95 backdrop-blur-xl
+                    border-l border-[var(--border)] shadow-2xl
+                    flex flex-col animate-in slide-in-from-right">
+      <div className="flex items-center justify-between px-5 py-3 border-b border-[var(--border)]">
+        <div className="flex items-center gap-2">
+          <h2 className="typo-h2">候选评估</h2>
+          <span className="phase-chip">Phase 1</span>
+          <span className="text-xs text-[var(--text-secondary)]">
+            共 {candidates.length} 张
+          </span>
+        </div>
+        <button
+          onClick={onClose}
+          className="w-7 h-7 rounded-lg flex items-center justify-center
+                     text-[var(--text-secondary)] hover:text-[var(--text-primary)]
+                     hover:bg-[var(--bg-tertiary)] cursor-pointer transition-all"
+        >
+          ✕
+        </button>
+      </div>
+
+      <div className="flex-1 overflow-y-auto p-5 space-y-4">
+        <div className="grid grid-cols-2 gap-4">
+          {candidates.map((c, i) => (
+            <div key={c.id} className="rounded-xl surface-2 overflow-hidden">
+              <div className="relative aspect-square bg-[var(--bg-tertiary)]">
+                {c.url ? (
+                  <img src={getImageUrl(c.url)} alt={`候选 ${i + 1}`} className="w-full h-full object-cover" />
+                ) : (
+                  <div className="w-full h-full flex items-center justify-center text-xs text-[var(--text-secondary)]">
+                    占位候选 {i + 1}
+                  </div>
+                )}
+                <div className="absolute top-2 left-2 px-2 py-0.5 rounded-md
+                                bg-[var(--bg-primary)]/70 backdrop-blur-sm
+                                text-[10px] font-mono text-[var(--text-primary)]">
+                  #{i + 1}
+                </div>
+              </div>
+              <div className="p-2.5">
+                <div className="flex gap-0.5 mb-1.5">
+                  {[1, 2, 3, 4, 5].map((n) => (
+                    <button
+                      key={n}
+                      onClick={() =>
+                        setRatings((prev) => ({ ...prev, [c.id]: prev[c.id] === n ? 0 : n }))
+                      }
+                      className={`text-base leading-none cursor-pointer transition-colors ${
+                        (ratings[c.id] ?? 0) >= n ? "text-[var(--accent)]" : "text-[var(--border)]"
+                      }`}
+                    >
+                      ★
+                    </button>
+                  ))}
+                </div>
+                <input
+                  value={notes[c.id] ?? ""}
+                  onChange={(e) => setNotes((prev) => ({ ...prev, [c.id]: e.target.value }))}
+                  placeholder="点评（占位）"
+                  className="w-full px-2 py-1 text-[11px] rounded-md bg-[var(--bg-primary)]
+                             border border-[var(--border)] focus:border-[var(--accent)]/40 outline-none"
+                />
+                <button
+                  onClick={() => onPick?.(c.id)}
+                  className="mt-1.5 w-full text-[11px] py-1 rounded-md
+                             bg-[var(--accent)]/10 text-[var(--accent)] border border-[var(--accent)]/30
+                             hover:bg-[var(--accent)]/20 cursor-pointer transition-all"
+                >
+                  选为定稿
+                </button>
+              </div>
+            </div>
+          ))}
+        </div>
+
+        <div className="placeholder-card rounded-lg p-3 text-xs text-[var(--text-secondary)]">
+          <div className="typo-strong text-xs mb-1 text-[var(--text-primary)]">自动差异对比（占位）</div>
+          构图 / 配色 / 细节的自动化差分尚未接入（Phase 2）。用户可在此给出评分与点评，
+          Agent 将根据选中项做后续迭代。
+        </div>
+      </div>
+    </div>
+  );
+}

art-agent/frontend/src/lib/app-context.tsx

@@ -9,7 +9,16 @@ import {
   useState,
   type ReactNode,
 } from "react";
-import type { Session, Tag, ImageAsset, ChatMessage } from "./types";
+import type {
+  Session,
+  Tag,
+  ImageAsset,
+  ChatMessage,
+  Project,
+  StylePack,
+  CharacterCard,
+  TrainingTask,
+} from "./types";
 import {
   loadSessions,
   saveSessions,
@@ -28,6 +37,21 @@ import {
   generateId,
   setStoreUserId,
 } from "./store";
+import {
+  loadProjects,
+  saveProjects,
+  loadActiveProjectId,
+  saveActiveProjectId,
+  loadStylePacks,
+  upsertStylePack as storeUpsertStyle,
+  deleteStylePack as storeDeleteStyle,
+  loadCharacters,
+  upsertCharacter as storeUpsertChar,
+  deleteCharacter as storeDeleteChar,
+  loadTrainingTasks,
+  upsertTrainingTask as storeUpsertTraining,
+  deleteTrainingTask as storeDeleteTraining,
+} from "./placeholder-store";
 import { useAuth } from "./auth-context";
 
 interface AppContextValue {
@@ -65,6 +89,34 @@ interface AppContextValue {
   // 左栏折叠
   sidebarCollapsed: boolean;
   setSidebarCollapsed: (v: boolean) => void;
+
+  // ===== Phase 1+ 占位数据 =====
+  projects: Project[];
+  activeProjectId: string;
+  activeProject: Project | null;
+  switchProject: (id: string) => void;
+  upsertProject: (p: Project) => void;
+
+  stylePacks: StylePack[];
+  upsertStylePack: (sp: StylePack) => void;
+  deleteStylePack: (id: string) => void;
+
+  characters: CharacterCard[];
+  upsertCharacter: (c: CharacterCard) => void;
+  deleteCharacter: (id: string) => void;
+
+  trainingTasks: TrainingTask[];
+  upsertTrainingTask: (t: TrainingTask) => void;
+  deleteTrainingTask: (id: string) => void;
+
+  /** 当前会话绑定的风格/角色（UI 层占位，不实际下发后端） */
+  sessionStyleId: string | null;
+  setSessionStyleId: (id: string | null) => void;
+  sessionCharacterId: string | null;
+  setSessionCharacterId: (id: string | null) => void;
+  /** 当前会话选择的资产规格（占位） */
+  sessionAssetSpec: string | null;
+  setSessionAssetSpec: (spec: string | null) => void;
 }
 
 const AppContext = createContext<AppContextValue | null>(null);
@@ -90,6 +142,16 @@ export function AppProvider({ children }: { children: ReactNode }) {
   });
   const [initialized, setInitialized] = useState(false);
 
+  // ===== Phase 1+ 占位数据 =====
+  const [projects, setProjects] = useState<Project[]>([]);
+  const [activeProjectId, setActiveProjectId] = useState<string>("");
+  const [stylePacks, setStylePacks] = useState<StylePack[]>([]);
+  const [characters, setCharacters] = useState<CharacterCard[]>([]);
+  const [trainingTasks, setTrainingTasks] = useState<TrainingTask[]>([]);
+  const [sessionStyleId, setSessionStyleId] = useState<string | null>(null);
+  const [sessionCharacterId, setSessionCharacterId] = useState<string | null>(null);
+  const [sessionAssetSpec, setSessionAssetSpec] = useState<string | null>(null);
+
   // 当用户变化时，切换 store 的 userId 并重新加载数据
   useEffect(() => {
     if (!isAuthenticated || !user) {
@@ -100,8 +162,16 @@ export function AppProvider({ children }: { children: ReactNode }) {
     setSessions(loadSessions());
     setTags(loadTags());
     setAssets(loadAssets());
+    setProjects(loadProjects());
+    setActiveProjectId(loadActiveProjectId());
+    setStylePacks(loadStylePacks());
+    setCharacters(loadCharacters());
+    setTrainingTasks(loadTrainingTasks());
     setActiveSessionId(null);
     setDetailImage(null);
+    setSessionStyleId(null);
+    setSessionCharacterId(null);
+    setSessionAssetSpec(null);
     setInitialized(true);
   }, [user?.id, isAuthenticated]);  // eslint-disable-line react-hooks/exhaustive-deps
 
@@ -268,6 +338,61 @@ export function AppProvider({ children }: { children: ReactNode }) {
     return result;
   }, []);
 
+  // ===== Phase 1+ 占位操作 =====
+
+  const activeProject = useMemo(
+    () => projects.find((p) => p.id === activeProjectId) ?? null,
+    [projects, activeProjectId]
+  );
+
+  const switchProject = useCallback((id: string) => {
+    setActiveProjectId(id);
+    saveActiveProjectId(id);
+    setSessionStyleId(null);
+    setSessionCharacterId(null);
+  }, []);
+
+  const upsertProjectCb = useCallback((p: Project) => {
+    setProjects((prev) => {
+      const idx = prev.findIndex((x) => x.id === p.id);
+      const next = idx >= 0
+        ? prev.map((x) => (x.id === p.id ? { ...p, updatedAt: Date.now() } : x))
+        : [{ ...p, updatedAt: Date.now() }, ...prev];
+      saveProjects(next);
+      return next;
+    });
+  }, []);
+
+  const upsertStylePackCb = useCallback((sp: StylePack) => {
+    storeUpsertStyle(sp);
+    setStylePacks(loadStylePacks());
+  }, []);
+
+  const deleteStylePackCb = useCallback((id: string) => {
+    storeDeleteStyle(id);
+    setStylePacks(loadStylePacks());
+  }, []);
+
+  const upsertCharacterCb = useCallback((c: CharacterCard) => {
+    storeUpsertChar(c);
+    setCharacters(loadCharacters());
+  }, []);
+
+  const deleteCharacterCb = useCallback((id: string) => {
+    storeDeleteChar(id);
+    setCharacters(loadCharacters());
+  }, []);
+
+  const upsertTrainingTaskCb = useCallback((t: TrainingTask) => {
+    storeUpsertTraining(t);
+    setTrainingTasks(loadTrainingTasks());
+  }, []);
+
+  const deleteTrainingTaskCb = useCallback((id: string) => {
+    storeDeleteTraining(id);
+    setTrainingTasks(loadTrainingTasks());
+  }, []);
+
   const value = useMemo<AppContextValue>(
     () => ({
       sessions,
@@ -295,6 +420,26 @@ export function AppProvider({ children }: { children: ReactNode }) {
       setDetailImage,
       sidebarCollapsed,
       setSidebarCollapsed,
+      projects,
+      activeProjectId,
+      activeProject,
+      switchProject,
+      upsertProject: upsertProjectCb,
+      stylePacks,
+      upsertStylePack: upsertStylePackCb,
+      deleteStylePack: deleteStylePackCb,
+      characters,
+      upsertCharacter: upsertCharacterCb,
+      deleteCharacter: deleteCharacterCb,
+      trainingTasks,
+      upsertTrainingTask: upsertTrainingTaskCb,
+      deleteTrainingTask: deleteTrainingTaskCb,
+      sessionStyleId,
+      setSessionStyleId,
+      sessionCharacterId,
+      setSessionCharacterId,
+      sessionAssetSpec,
+      setSessionAssetSpec,
     }),
     [
       sessions, activeSessionId, activeSession,
@@ -303,6 +448,11 @@ export function AppProvider({ children }: { children: ReactNode }) {
       tags, addTag, deleteTagCb, selectedTagIds,
       assets, addAssetCb, updateAssetCb, deleteAssetCb, toggleFavoriteCb,
       detailImage, sidebarCollapsed,
+      projects, activeProjectId, activeProject, switchProject, upsertProjectCb,
+      stylePacks, upsertStylePackCb, deleteStylePackCb,
+      characters, upsertCharacterCb, deleteCharacterCb,
+      trainingTasks, upsertTrainingTaskCb, deleteTrainingTaskCb,
+      sessionStyleId, sessionCharacterId, sessionAssetSpec,
     ]
   );
 

art-agent/frontend/src/lib/placeholder-store.ts

@@ -0,0 +1,347 @@
+/**
+ * Phase 1+ 占位数据 Store（风格 / 角色 / 项目 / 训练任务）。
+ *
+ * 这些数据尚未接入后端，用 localStorage 持久化，首次载入时注入示例占位数据
+ * 供交互骨架使用。所有功能性操作（应用到会话、训练、Fork 等）目前为占位动作，
+ * 在 UI 上给出反馈即可，不产生真实后端调用。
+ */
+
+import type {
+  Project,
+  StylePack,
+  CharacterCard,
+  TrainingTask,
+} from "./types";
+import { getStoreUserId, generateId } from "./store";
+
+function storageKey(base: string): string {
+  const prefix = getStoreUserId() || "_anonymous";
+  return `epeekit-${prefix}-${base}`;
+}
+
+function readJSON<T>(key: string, fallback: T): T {
+  if (typeof window === "undefined") return fallback;
+  try {
+    const raw = localStorage.getItem(key);
+    return raw ? (JSON.parse(raw) as T) : fallback;
+  } catch {
+    return fallback;
+  }
+}
+
+function writeJSON<T>(key: string, data: T) {
+  if (typeof window === "undefined") return;
+  localStorage.setItem(key, JSON.stringify(data));
+}
+
+// ==================== 项目 ====================
+
+const DEFAULT_PROJECT_ID = "proj-default";
+
+export function loadProjects(): Project[] {
+  const list = readJSON<Project[]>(storageKey("projects"), []);
+  if (list.length === 0) {
+    const now = Date.now();
+    const defaults: Project[] = [
+      {
+        id: DEFAULT_PROJECT_ID,
+        name: "默认项目（占位）",
+        description: "用于当前工作台的默认项目。真实的多项目能力为 Phase 1 规划。",
+        type: "2D RPG",
+        defaultSpec: "1024×1024 · 透明背景可选",
+        createdAt: now,
+        updatedAt: now,
+      },
+      {
+        id: "proj-sample-card",
+        name: "示例项目：卡牌游戏",
+        description: "示例占位数据。",
+        type: "卡牌",
+        defaultSpec: "768×1024 · PNG",
+        createdAt: now - 86400000,
+        updatedAt: now - 86400000,
+      },
+    ];
+    writeJSON(storageKey("projects"), defaults);
+    writeJSON(storageKey("active-project"), DEFAULT_PROJECT_ID);
+    return defaults;
+  }
+  return list;
+}
+
+export function saveProjects(list: Project[]) {
+  writeJSON(storageKey("projects"), list);
+}
+
+export function loadActiveProjectId(): string {
+  const saved = readJSON<string>(storageKey("active-project"), "");
+  return saved || DEFAULT_PROJECT_ID;
+}
+
+export function saveActiveProjectId(id: string) {
+  writeJSON(storageKey("active-project"), id);
+}
+
+export function createProject(name: string, type: string): Project {
+  const now = Date.now();
+  const p: Project = {
+    id: generateId("proj-"),
+    name,
+    type,
+    description: "",
+    createdAt: now,
+    updatedAt: now,
+  };
+  const list = loadProjects();
+  list.unshift(p);
+  saveProjects(list);
+  return p;
+}
+
+// ==================== 风格集 ====================
+
+export function loadStylePacks(): StylePack[] {
+  const list = readJSON<StylePack[]>(storageKey("style-packs"), []);
+  if (list.length === 0) {
+    const now = Date.now();
+    const defaults: StylePack[] = [
+      {
+        id: "style-anime-dark-fantasy-v1",
+        name: "暗黑幻想·二次元",
+        description: "偏暗色调的奇幻二次元风格，适合剑与魔法题材的立绘和场景。",
+        keywords: ["二次元", "暗黑幻想", "奇幻", "剑与魔法"],
+        source: "preset",
+        refImages: [
+          { id: "ref-1", url: "", caption: "占位参考图 1" },
+          { id: "ref-2", url: "", caption: "占位参考图 2" },
+          { id: "ref-3", url: "", caption: "占位参考图 3" },
+        ],
+        positivePrompt: "（占位）cinematic lighting, dark fantasy, anime style, high detail",
+        negativePrompt: "（占位）lowres, blurry, deformed",
+        usageCount: 17,
+        createdAt: now - 86400000 * 5,
+        updatedAt: now - 86400000 * 2,
+      },
+      {
+        id: "style-ink-wuxia-v1",
+        name: "水墨·武侠",
+        description: "水墨写意风格，留白与笔触表现，适合武侠场景和人物。",
+        keywords: ["水墨", "写意", "武侠", "国风"],
+        source: "preset",
+        refImages: [
+          { id: "ref-1", url: "", caption: "占位参考图 1" },
+          { id: "ref-2", url: "", caption: "占位参考图 2" },
+        ],
+        positivePrompt: "（占位）chinese ink painting, wuxia style, flowing brush strokes",
+        negativePrompt: "（占位）photo, 3d, western style",
+        usageCount: 8,
+        createdAt: now - 86400000 * 10,
+        updatedAt: now - 86400000 * 7,
+      },
+      {
+        id: "style-pixel-retro-v1",
+        name: "像素·复古",
+        description: "16bit 像素风格，适合复古游戏的 icon、立绘和场景。",
+        keywords: ["像素", "复古", "16bit"],
+        source: "preset",
+        refImages: [
+          { id: "ref-1", url: "", caption: "占位参考图" },
+        ],
+        usageCount: 3,
+        createdAt: now - 86400000 * 20,
+        updatedAt: now - 86400000 * 18,
+      },
+      {
+        id: "style-cyber-neon-v1",
+        name: "赛博·霓虹",
+        description: "赛博朋克霓虹质感，青紫色调与雨夜街景的占位示例。",
+        keywords: ["赛博", "霓虹", "科幻"],
+        source: "community",
+        refImages: [
+          { id: "ref-1", url: "", caption: "占位参考图" },
+        ],
+        usageCount: 1,
+        forkFromId: "style-anime-dark-fantasy-v1",
+        createdAt: now - 86400000 * 3,
+        updatedAt: now - 86400000,
+      },
+    ];
+    writeJSON(storageKey("style-packs"), defaults);
+    return defaults;
+  }
+  return list;
+}
+
+export function saveStylePacks(list: StylePack[]) {
+  writeJSON(storageKey("style-packs"), list);
+}
+
+export function upsertStylePack(sp: StylePack) {
+  const list = loadStylePacks();
+  const idx = list.findIndex((x) => x.id === sp.id);
+  if (idx >= 0) list[idx] = { ...sp, updatedAt: Date.now() };
+  else list.unshift(sp);
+  saveStylePacks(list);
+}
+
+export function deleteStylePack(id: string) {
+  saveStylePacks(loadStylePacks().filter((x) => x.id !== id));
+}
+
+// ==================== 角色卡 ====================
+
+export function loadCharacters(): CharacterCard[] {
+  const list = readJSON<CharacterCard[]>(storageKey("characters"), []);
+  if (list.length === 0) {
+    const now = Date.now();
+    const defaults: CharacterCard[] = [
+      {
+        id: "char-elica-swordsman",
+        name: "剑士·艾丽卡",
+        description: "占位示例角色：银发剑士，性格冷静，擅长二刀流。",
+        gender: "女",
+        ageRange: "20 岁上下",
+        body: "修长",
+        personality: ["冷静", "果断", "寡言"],
+        story: "（占位）出身于北境贵族家庭，因家族变故而踏上旅途。",
+        visualHooks: ["银发", "紫瞳", "红披风", "双剑"],
+        consistency: "high",
+        refImages: [
+          { id: "r1", url: "", angle: "正面", caption: "占位参考图" },
+          { id: "r2", url: "", angle: "半侧面", caption: "占位参考图" },
+          { id: "r3", url: "", angle: "表情·微笑", caption: "占位参考图" },
+        ],
+        projectId: DEFAULT_PROJECT_ID,
+        createdAt: now - 86400000 * 3,
+        updatedAt: now - 86400000,
+      },
+      {
+        id: "char-mark-gunner",
+        name: "枪手·马克",
+        description: "占位示例角色：疤痕硬汉，惯用左轮，话少事多。",
+        gender: "男",
+        ageRange: "30 岁上下",
+        body: "结实",
+        personality: ["硬汉", "江湖气", "话少"],
+        story: "（占位）西部小镇通缉令上最贵的头颅。",
+        visualHooks: ["眉间疤", "棕色风衣", "左轮", "牛仔帽"],
+        consistency: "medium",
+        refImages: [
+          { id: "r1", url: "", angle: "正面", caption: "占位参考图" },
+        ],
+        projectId: "proj-sample-card",
+        createdAt: now - 86400000 * 8,
+        updatedAt: now - 86400000 * 2,
+      },
+    ];
+    writeJSON(storageKey("characters"), defaults);
+    return defaults;
+  }
+  return list;
+}
+
+export function saveCharacters(list: CharacterCard[]) {
+  writeJSON(storageKey("characters"), list);
+}
+
+export function upsertCharacter(c: CharacterCard) {
+  const list = loadCharacters();
+  const idx = list.findIndex((x) => x.id === c.id);
+  if (idx >= 0) list[idx] = { ...c, updatedAt: Date.now() };
+  else list.unshift(c);
+  saveCharacters(list);
+}
+
+export function deleteCharacter(id: string) {
+  saveCharacters(loadCharacters().filter((x) => x.id !== id));
+}
+
+// ==================== 训练任务 ====================
+
+export function loadTrainingTasks(): TrainingTask[] {
+  const list = readJSON<TrainingTask[]>(storageKey("training-tasks"), []);
+  if (list.length === 0) {
+    const now = Date.now();
+    const defaults: TrainingTask[] = [
+      {
+        id: "train-dark-fantasy-v2",
+        name: "暗黑幻想风格 v2",
+        type: "style_lora",
+        status: "running",
+        progress: 67,
+        sourceId: "style-anime-dark-fantasy-v1",
+        template: "sdxl_lora",
+        trainingSet: Array.from({ length: 24 }).map((_, i) => `asset-train-${i + 1}`),
+        logs: [
+          "[占位] epoch 4/6 loss=0.0321",
+          "[占位] epoch 5/6 loss=0.0278 ...",
+        ],
+        currentStep: "Epoch 5 / 6",
+        etaSeconds: 480,
+        estCost: "≈ ¥18（占位）",
+        createdAt: now - 86400000,
+        updatedAt: now - 3600000,
+      },
+      {
+        id: "train-elica-v1",
+        name: "剑士·艾丽卡 v1",
+        type: "character_lora",
+        status: "completed",
+        progress: 100,
+        sourceId: "char-elica-swordsman",
+        template: "flux_lora",
+        trainingSet: Array.from({ length: 12 }).map((_, i) => `asset-train-${i + 1}`),
+        logs: ["[占位] 训练完成，loss=0.0201"],
+        estCost: "≈ ¥12（占位）",
+        createdAt: now - 86400000 * 2,
+        updatedAt: now - 86400000 + 3 * 3600000,
+      },
+      {
+        id: "train-ink-wuxia-v1",
+        name: "水墨武侠 v1",
+        type: "style_lora",
+        status: "queued",
+        progress: 0,
+        sourceId: "style-ink-wuxia-v1",
+        template: "sdxl_lora",
+        trainingSet: [],
+        logs: [],
+        estCost: "≈ ¥20（占位）",
+        createdAt: now - 3600000,
+        updatedAt: now - 3600000,
+      },
+      {
+        id: "train-mark-v1-failed",
+        name: "枪手·马克 v1",
+        type: "character_lora",
+        status: "failed",
+        progress: 0,
+        sourceId: "char-mark-gunner",
+        template: "flux_lora",
+        trainingSet: [],
+        logs: ["[占位] 训练失败：训练集图片数量不足（示例）"],
+        createdAt: now - 86400000 * 3,
+        updatedAt: now - 86400000 * 3 + 1800000,
+      },
+    ];
+    writeJSON(storageKey("training-tasks"), defaults);
+    return defaults;
+  }
+  return list;
+}
+
+export function saveTrainingTasks(list: TrainingTask[]) {
+  writeJSON(storageKey("training-tasks"), list);
+}
+
+export function upsertTrainingTask(t: TrainingTask) {
+  const list = loadTrainingTasks();
+  const idx = list.findIndex((x) => x.id === t.id);
+  if (idx >= 0) list[idx] = { ...t, updatedAt: Date.now() };
+  else list.unshift(t);
+  saveTrainingTasks(list);
+}
+
+export function deleteTrainingTask(id: string) {
+  saveTrainingTasks(loadTrainingTasks().filter((x) => x.id !== id));
+}

art-agent/frontend/src/lib/types.ts

@@ -69,6 +69,142 @@ export interface LlmModelInfo {
   vision?: boolean;
 }
 
+// ==================== Phase 1+ 占位类型 ====================
+// 以下类型对应 INFOLAYER.md Phase 1/2 的产品形态，功能尚未完整接入后端，
+// 目前以 localStorage + 预置占位数据的方式支撑前端交互骨架。
+
+/** 项目（Phase 1） */
+export interface Project {
+  id: string;
+  name: string;
+  description: string;
+  /** 项目类型，如 2D RPG / 横版动作 / 卡牌 等 */
+  type: string;
+  /** 默认绑定的风格集 ID */
+  defaultStyleId?: string;
+  /** 默认输出规格备注（占位） */
+  defaultSpec?: string;
+  thumbnail?: string;
+  createdAt: number;
+  updatedAt: number;
+}
+
+/** 风格参考集中的一张参考图（占位） */
+export interface StyleRefImage {
+  id: string;
+  url: string;
+  caption?: string;
+}
+
+/** 风格集（Phase 1） */
+export interface StylePack {
+  id: string;
+  name: string;
+  description: string;
+  /** 关键词标签，如「写实」「二次元」「像素」「水墨」「赛博」 */
+  keywords: string[];
+  /** 分类：preset 平台预设 / custom 项目自建 / community 社区共享 */
+  source: "preset" | "custom" | "community";
+  refImages: StyleRefImage[];
+  /** 正向 Prompt 模板（占位） */
+  positivePrompt?: string;
+  /** 负向 Prompt 模板（占位） */
+  negativePrompt?: string;
+  /** 绑定的 LoRA 模型 ID（Phase 2 占位） */
+  loraId?: string;
+  /** Fork 来源的风格 ID（占位） */
+  forkFromId?: string;
+  /** 使用次数（占位） */
+  usageCount: number;
+  createdAt: number;
+  updatedAt: number;
+}
+
+/** 角色参考组中的一张参考图（占位） */
+export interface CharacterRefImage {
+  id: string;
+  url: string;
+  /** 视角分类：正面 / 半侧面 / 半身 / 表情 / 服饰细节 等 */
+  angle: string;
+  caption?: string;
+}
+
+/** 角色卡（Phase 1） */
+export interface CharacterCard {
+  id: string;
+  name: string;
+  description: string;
+  /** 性别 */
+  gender?: string;
+  /** 年龄范围 */
+  ageRange?: string;
+  /** 体型 */
+  body?: string;
+  /** 性格关键词 */
+  personality: string[];
+  /** 背景故事摘要 */
+  story?: string;
+  /** 关键视觉要素（发色、瞳色、标志性饰品、武器等） */
+  visualHooks: string[];
+  /** 默认一致性级别 */
+  consistency: "low" | "medium" | "high";
+  /** 参考图组 */
+  refImages: CharacterRefImage[];
+  /** 绑定的 LoRA 模型 ID（Phase 2 占位） */
+  loraId?: string;
+  /** 所属项目 */
+  projectId?: string;
+  createdAt: number;
+  updatedAt: number;
+}
+
+/** 训练任务类型 */
+export type TrainingTaskType = "style_lora" | "character_lora";
+/** 训练任务状态 */
+export type TrainingTaskStatus = "queued" | "running" | "completed" | "failed" | "deprecated";
+
+/** 训练任务（Phase 2） */
+export interface TrainingTask {
+  id: string;
+  name: string;
+  type: TrainingTaskType;
+  status: TrainingTaskStatus;
+  /** 0–100 */
+  progress: number;
+  /** 来源风格或角色 ID */
+  sourceId?: string;
+  /** 训练模板（如 sdxl_lora / flux_lora） */
+  template: string;
+  /** 训练集资产 ID 列表（占位） */
+  trainingSet: string[];
+  /** 训练日志片段（占位） */
+  logs: string[];
+  /** 当前 step 信息（占位） */
+  currentStep?: string;
+  /** 预估剩余时间（秒，占位） */
+  etaSeconds?: number;
+  /** 预估成本（占位） */
+  estCost?: string;
+  createdAt: number;
+  updatedAt: number;
+}
+
+/** 任务说明卡 IR（Phase 1，对应 3.3.2 节 Task Card） */
+export interface TaskIR {
+  /** 任务类型，如「角色立绘（全身）」 */
+  taskType: string;
+  styleId?: string;
+  characterId?: string;
+  /** 输出规格，如「1024×1536 · 透明背景可选」 */
+  outputSpec: string;
+  /** 模板名，如 character_consistent_v1 */
+  template: string;
+  /** 候选数 */
+  candidateCount: number;
+  /** 用户原始指令，仅展示 */
+  userPrompt?: string;
+}
+
 /** 标注数据 */
 export interface Annotation {
   id: string;

art-agent/start-tunnel.ps1

@@ -1,4 +1,4 @@
-# EPEEKit 内网穿透启动脚本
+# EPEEKit 内网穿透启动脚本
 # 使用 Cloudflare Quick Tunnel（无需账号，免费）
 # 用法：在 PowerShell 中执行 .\start-tunnel.ps1
 
@@ -9,6 +9,12 @@ param(
 
 $ErrorActionPreference = "Stop"
 
+# 优先使用与本脚本同目录的 cloudflared.exe（避免未安装 / 未加入 PATH）
+$LocalCf = Join-Path $PSScriptRoot "cloudflared.exe"
+if (Test-Path -LiteralPath $LocalCf) {
+    $env:Path = "$PSScriptRoot;$env:Path"
+}
+
 # 检查 cloudflared 是否可用
 try {
     $null = Get-Command cloudflared -ErrorAction Stop
@@ -52,14 +58,15 @@ if (-not $backendUrl) {
 
 Write-Host "  后端穿透地址: $backendUrl" -ForegroundColor Green
 
-# 更新前端环境变量
+# 更新前端环境变量（避免 PS5.1 对 UTF-8 here-string 解析问题，改用 WriteAllLines）
 $envFile = Join-Path $PSScriptRoot "frontend\.env.local"
-@"
-# 后端 API 地址（由 start-tunnel.ps1 自动更新）
-NEXT_PUBLIC_API_URL=$backendUrl
-"@ | Set-Content $envFile -Encoding UTF8
+$envLines = @(
+    "# Backend API URL (updated by start-tunnel.ps1)"
+    "NEXT_PUBLIC_API_URL=$backendUrl"
+)
+[System.IO.File]::WriteAllLines($envFile, $envLines, [System.Text.UTF8Encoding]::new($false))
 
-Write-Host "  已更新 frontend\.env.local" -ForegroundColor Green
+Write-Host "  Updated frontend\.env.local" -ForegroundColor Green
 Write-Host ""
 
 # 启动前端穿透
@@ -123,11 +130,12 @@ try {
     Stop-Process -Id $frontendTunnel.Id -Force -ErrorAction SilentlyContinue
 
     # 恢复 .env.local 为 localhost
-    @"
-# 后端 API 地址
-NEXT_PUBLIC_API_URL=http://localhost:8000
-"@ | Set-Content $envFile -Encoding UTF8
+    $restoreLines = @(
+        "# Backend API URL"
+        "NEXT_PUBLIC_API_URL=http://localhost:8000"
+    )
+    [System.IO.File]::WriteAllLines($envFile, $restoreLines, [System.Text.UTF8Encoding]::new($false))
 
-    Write-Host "已恢复 .env.local 为 localhost" -ForegroundColor Green
+    Write-Host "Restored .env.local to localhost" -ForegroundColor Green
     Write-Host "隧道已关闭" -ForegroundColor Green
 }