diff --git a/docs_v1.0/API_WORKSPACE/modules/10_pipeline.md b/docs_v1.0/API_WORKSPACE/modules/10_pipeline.md
index c3db59d..6af7616 100644
--- a/docs_v1.0/API_WORKSPACE/modules/10_pipeline.md
+++ b/docs_v1.0/API_WORKSPACE/modules/10_pipeline.md
@@ -7,27 +7,25 @@
 ### Dependency Graph
 
 ```mermaid
-flowchart LR
-    subgraph Processors[10 Processors]
+flowchart TB
+    subgraph Processors[10 Processors — execution order]
         direction TB
-        Cut --> ASR
-        ASR --> ASRX
-        ASRX --> Story
-        YOLO --> Visual
-        Visual --> Story
-        Face --> Story
-        Story --> FiveW1H
+        Cut -.-> ASR
+        ASR -.-> ASRX
+        YOLO -.-> VisualChunk
+        ASRX & Cut & YOLO & Face -.-> Story
+        Story -.-> FiveW1H
         OCR
         Pose
     end
 
-    subgraph Ingestion[入庫]
+    subgraph Ingestion[入庫 — triggered after processors complete]
         direction TB
-        ASR & ASRX --> Rule1
-        Rule1 --> Vec[Vectorize] & P1[Pack1]
-        Cut & ASR --> Rule3
+        ASR & ASRX --> R1[Rule1 Sentence]
+        R1 --> Vec[Auto-Vectorize] & P1[Pack1]
+        Cut & ASR --> R3[Rule3 Scene]
         Face --> Trace
-        Trace --> Qdrant & TChunks[Chunks] & TKG
+        Trace --> Qdrant & TChunks[Trace Chunks] & TKG
         Face & YOLO --> SceneM[Scene Meta]
         Face & ASRX --> IDAgent[ID Agent]
         Cut & ASR --> A5[5W1H Agent]