diff --git a/.memory/worklog.json b/.memory/worklog.json
index c4b9cb6..f68bf21 100644
--- a/.memory/worklog.json
+++ b/.memory/worklog.json
@@ -1197,6 +1197,13 @@
       "type": "session-heartbeat",
       "message": "Claude 会话活跃 · 最近命令：claude · 2 项未提交变更 · 最近提交：auto-save 2026-05-13 10:05 (~3)",
       "files_changed": 2
+    },
+    {
+      "ts": "2026-05-13T10:11:03+08:00",
+      "type": "commit",
+      "message": "auto-save 2026-05-13 10:10 (~3)",
+      "hash": "7db74cf",
+      "files_changed": 3
     }
   ]
 }
diff --git a/web/app/page.tsx b/web/app/page.tsx
index 8a1879a..1a1b414 100644
--- a/web/app/page.tsx
+++ b/web/app/page.tsx
@@ -13,7 +13,7 @@ import {
   type NodeData,
 } from "@/components/nodes"
 import { ThemeToggle } from "@/components/theme-toggle"
-import { Dashboard } from "@/components/dashboard"
+import { Dashboard, type DashboardHandle } from "@/components/dashboard"
 import { addManualFrame, analyzeJob, createJob, getJob, uploadJob, type Job } from "@/lib/api"
 import { VideoLightbox } from "@/components/video-lightbox"
 
@@ -64,6 +64,7 @@ export default function Home() {
   const [selectedFrames, setSelectedFrames] = useState<Set<number>>(new Set())
   const [expandedFrame, setExpandedFrame] = useState<number | null>(null)
   const [videoLightboxOpen, setVideoLightboxOpen] = useState(false)
+  const dashboardRef = useRef<DashboardHandle>(null)
 
   // 把 setJob(prev=>...) 翻译成 setJobs 里更新当前 active
   const setJob = useCallback((updater: Job | ((prev: Job | null) => Job | null) | null) => {
@@ -225,6 +226,7 @@ export default function Home() {
     onOpenVideoLightbox: () => setVideoLightboxOpen(true),
     onSwitchJob: handleSwitchJob,
     onJobUpdate: setJob as any,
+    onOpenPanel: (key: string) => dashboardRef.current?.openPanel(key),
   }), [job, jobs, activeJobId, submitting, analyzing, selectedFrames, expandedFrame, handleSubmit, handleUpload, handleAnalyze, handleToggleFrame, handleAddManualFrame, handleSwitchJob, setJob])
 
   // 用 useNodesState 让 ReactFlow 自己管位置（避免轮询时重置 drag）
@@ -281,7 +283,7 @@ export default function Home() {
           className="relative z-10 flex-shrink-0 border-r border-white/5 bg-black/20 backdrop-blur-xl overflow-y-auto"
           style={{ width: 88 }}
         >
-          <Dashboard data={nodeData} />
+          <Dashboard ref={dashboardRef} data={nodeData} />
         </aside>
 
         {/* 右区：紧凑 DAG 节点流图（撑满剩余宽度） */}
diff --git a/web/components/dashboard.tsx b/web/components/dashboard.tsx
index b3c89ac..cad86ed 100644
--- a/web/components/dashboard.tsx
+++ b/web/components/dashboard.tsx
@@ -1,5 +1,5 @@
 "use client"
-import { useEffect, useRef, useState, type ReactNode } from "react"
+import { forwardRef, useEffect, useImperativeHandle, useRef, useState, type ReactNode } from "react"
 import { createPortal } from "react-dom"
 import {
   Link2, Upload, Download, Scissors, Image as ImageIcon,
@@ -77,7 +77,11 @@ interface Props {
   data: NodeData
 }
 
-export function Dashboard({ data }: Props) {
+export interface DashboardHandle {
+  openPanel: (key: string) => void
+}
+
+export const Dashboard = forwardRef<DashboardHandle, Props>(function Dashboard({ data }, ref) {
   const { job } = data
   const [url, setUrl] = useState("")
   const [videoT, setVideoT] = useState(0)
@@ -85,6 +89,9 @@ export function Dashboard({ data }: Props) {
   const [expanded, setExpanded] = useState<Set<string>>(new Set())
   const [mounted, setMounted] = useState(false)
   useEffect(() => setMounted(true), [])
+  useImperativeHandle(ref, () => ({
+    openPanel: (key: string) => setExpanded(new Set([key])),
+  }), [])
   const tileRefs = useRef<Record<string, HTMLButtonElement | null>>({})
   const fileRef = useRef<HTMLInputElement>(null)
   const videoRef = useRef<HTMLVideoElement>(null)
@@ -583,7 +590,7 @@ export function Dashboard({ data }: Props) {
       </div>
     )
   }
-}
+})
 
 /* ============================================================
    ImageGenCard — 单张关键帧的生图卡
diff --git a/web/components/nodes/index.tsx b/web/components/nodes/index.tsx
index 02d65c3..4d8c1c7 100644
--- a/web/components/nodes/index.tsx
+++ b/web/components/nodes/index.tsx
@@ -26,6 +26,7 @@ export interface NodeData {
   onOpenVideoLightbox: () => void
   onSwitchJob: (id: string) => void
   onJobUpdate: (j: Job) => void
+  onOpenPanel?: (key: string) => void  // 控制 sidebar 哪个 drawer 展开
 }
 
 /* ---- 状态映射工具 ---- */
@@ -571,8 +572,8 @@ export function ImageGenNode({ data, selected }: any) {
           {previews.map((p) => (
             <button
               key={p.frameIdx}
-              onClick={(e) => { e.stopPropagation(); d.onExpandFrame(p.frameIdx) }}
-              title={`分镜 ${p.frameIdx + 1} · ${p.total} 张${p.hasSelected ? " · 已选用" : ""}`}
+              onClick={(e) => { e.stopPropagation(); d.onOpenPanel?.("imagegen") }}
+              title={`分镜 ${p.frameIdx + 1} · ${p.total} 张${p.hasSelected ? " · 已选用" : ""} · 打开「生图」面板`}
               className={`group relative rounded-md border transition shadow-lg hover:-translate-y-0.5 ${
                 p.hasSelected
                   ? "border-emerald-400 ring-2 ring-emerald-400/60"