diff --git a/backend/internal/handler/generate.go b/backend/internal/handler/generate.go
index 7994a52..b5fb767 100755
--- a/backend/internal/handler/generate.go
+++ b/backend/internal/handler/generate.go
@@ -74,9 +74,11 @@ func Generate(c *gin.Context) {
 // runPipelineBg 后台执行生成管线，更新任务状态。
 func runPipelineBg(ctx context.Context, projectID, taskID string, req GenerateRequest) {
 	l := logger.With("task_id", taskID, "project_id", projectID)
+	l.Info("task started", "asset_type", req.AssetType, "prompt", req.Prompt)
 
 	// 注入进度上报回调
 	ctx = service.WithProgressReporter(ctx, func(stage string, progress int) {
+		l.Info("progress update", "stage", stage, "progress", progress)
 		updateTaskInDB(ctx, taskID, "running", stage, "", progress)
 	})
 
@@ -101,12 +103,14 @@ func runPipelineBg(ctx context.Context, projectID, taskID string, req GenerateRe
 		},
 	}
 
+	l.Info("calling pipeline", "input_tags", in.Tags, "user_note", in.UserNote)
 	output, err := service.RunPipeline(ctx, in)
 	if err != nil {
 		l.Error("task pipeline failed", "error", err)
 		updateTaskInDB(ctx, taskID, "failed", "", err.Error(), 0)
 		return
 	}
+	l.Info("pipeline completed", "asset_count", len(output.Assets))
 
 	updateTaskInDB(ctx, taskID, "saving", "format_adapter", "", 90)
 
diff --git a/frontend/src/components/PipelineStages.tsx b/frontend/src/components/PipelineStages.tsx
new file mode 100644
index 0000000..1fc166d
--- /dev/null
+++ b/frontend/src/components/PipelineStages.tsx
@@ -0,0 +1,71 @@
+const STAGES = [
+  { key: 'prompt_builder', label: '提示词' },
+  { key: 'asset_generator', label: '生成中' },
+  { key: 'quality_supervisor', label: '质检中' },
+  { key: 'format_adapter', label: '格式转换' },
+] as const
+
+type Stage = typeof STAGES[number]['key']
+
+interface PipelineStagesProps {
+  currentStage: Stage | null
+  status: string
+}
+
+export default function PipelineStages({ currentStage, status }: PipelineStagesProps) {
+  if (!currentStage || status !== 'running') {
+    return null
+  }
+
+  const currentIndex = STAGES.findIndex(s => s.key === currentStage)
+
+  return (
+    <div style={{ marginTop: 8, display: 'flex', alignItems: 'center', gap: 4 }}>
+      {STAGES.map((stage, index) => {
+        let bgColor: string
+        let textColor: string
+
+        if (index < currentIndex) {
+          bgColor = 'rgba(74, 222, 128, 0.15)'
+          textColor = '#4ade80'
+        } else if (index === currentIndex) {
+          bgColor = 'rgba(251, 146, 60, 0.15)'
+          textColor = '#fb923c'
+        } else {
+          bgColor = 'rgba(156, 163, 175, 0.1)'
+          textColor = '#9ca3af'
+        }
+
+        return (
+          <div key={stage.key} style={{ display: 'flex', alignItems: 'center' }}>
+            <span
+              style={{
+                padding: '4px 8px',
+                borderRadius: 6,
+                fontSize: 11,
+                fontWeight: 500,
+                backgroundColor: bgColor,
+                color: textColor,
+                whiteSpace: 'nowrap',
+              }}
+            >
+              {stage.label}
+            </span>
+            {index < STAGES.length - 1 && (
+              <span
+                style={{
+                  marginLeft: 4,
+                  marginRight: 4,
+                  fontSize: 12,
+                  color: '#9ca3af',
+                }}
+              >
+                →
+              </span>
+            )}
+          </div>
+        )
+      })}
+    </div>
+  )
+}
diff --git a/frontend/src/components/TaskListPanel.tsx b/frontend/src/components/TaskListPanel.tsx
index 32347fe..61f55f4 100644
--- a/frontend/src/components/TaskListPanel.tsx
+++ b/frontend/src/components/TaskListPanel.tsx
@@ -3,6 +3,7 @@ import { useParams } from 'react-router-dom'
 import { getTasks } from '../api/project'
 import type { Task } from '../api/types'
 import StatusBadge from './StatusBadge'
+import PipelineStages from './PipelineStages'
 import Skeleton from './Skeleton'
 
 const ASSET_TYPE_LABELS: Record<string, string> = {
@@ -103,9 +104,17 @@ export default function TaskListPanel() {
               >
                 {task.prompt}
               </p>
-              <span style={{ fontSize: 11, color: 'var(--text-muted)', marginTop: 4, display: 'block' }}>
-                {formatRelativeTime(task.createdAt)}
-              </span>
+              <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginTop: 4 }}>
+                <span style={{ fontSize: 11, color: 'var(--text-muted)' }}>
+                  {formatRelativeTime(task.createdAt)}
+                </span>
+                {task.progress !== undefined && task.status === 'running' && (
+                  <span style={{ fontSize: 11, color: 'var(--text-muted)' }}>
+                    {task.progress}%
+                  </span>
+                )}
+              </div>
+              <PipelineStages currentStage={task.stage ?? null} status={task.status} />
             </a>
           ))
         )}