diff --git a/vscode/src/panel/handlers/managedSessions.ts b/vscode/src/panel/handlers/managedSessions.ts
index db5ca68..74bfa75 100644
--- a/vscode/src/panel/handlers/managedSessions.ts
+++ b/vscode/src/panel/handlers/managedSessions.ts
@@ -6,6 +6,7 @@ import { pollForNewSession, projectsDirFor } from '../../cc/sessionWatcher'
 import { logger } from '../../logging/logger'
 import { listImportableNamedSessions } from '../../sessions/importableNamedSessions'
 import { readManagedSessions, writeManagedSessions } from '../../sessions/managedStore'
+import { inferProfilePathForSession } from '../../sessions/sessionProfileInference'
 import { resolveProfilePath } from '../../cc/profiles'
 
 /** 默认会话名：有 prompt 取前 20 字符，否则用短 id（前 8 位）。 */
@@ -221,8 +222,18 @@ export async function handleManagedSessionsResume(panel: KanbanWebviewPanel, ses
     const data = await readManagedSessions(workspaceRoot)
     const target = data.sessions.find(s => s.id === sessionId)
 
+    // store 缺 profilePath 时从 transcript 推断并回写，避免 resume 落到 default profile。
+    let storedProfile = target?.profilePath
+    if ((!storedProfile || storedProfile.trim() === '') && target) {
+      const inferred = await inferProfilePathForSession(sessionId, projectsDirFor(workspaceRoot))
+      if (inferred) {
+        storedProfile = inferred
+        target.profilePath = inferred
+        await writeManagedSessions(workspaceRoot, data)
+      }
+    }
     const effectiveProfilePath = resolveProfilePath(
-      target?.profilePath && target.profilePath.trim() !== '' ? target.profilePath : undefined,
+      storedProfile && storedProfile.trim() !== '' ? storedProfile : undefined,
     )
     if (effectiveProfilePath.includes('\'')) {
       void window.showErrorMessage(
@@ -286,7 +297,7 @@ export async function handleManagedSessionsListImportable(panel: KanbanWebviewPa
 }
 
 /**
- * 把已 /rename 的会话登记进 managed store（不写 profilePath、不 resume）。
+ * 把已 /rename 的会话登记进 managed store（推断成功时写 profilePath，不 resume）。
  * id 已存在时幂等，仍推送全量列表。
  */
 export async function handleManagedSessionsImport(
@@ -307,10 +318,12 @@ export async function handleManagedSessionsImport(
   const data = await readManagedSessions(workspaceRoot)
   const existing = data.sessions.find(s => s.id === trimmedId)
   if (!existing) {
+    const inferred = await inferProfilePathForSession(trimmedId, projectsDirFor(workspaceRoot))
     data.sessions.push({
       id: trimmedId,
       name: trimmedName,
       createdAt: Date.now(),
+      ...(inferred ? { profilePath: inferred } : {}),
     })
     await writeManagedSessions(workspaceRoot, data)
   }