diff --git a/adapters/native/backend.go b/adapters/native/backend.go
index 415a549..aa28882 100644
--- a/adapters/native/backend.go
+++ b/adapters/native/backend.go
@@ -403,12 +403,16 @@ func (b *Backend) run(ctx context.Context, model string, budget *runtime.Budget,
 			logs.WriteByte('\n')
 			if onProcess != nil {
 				onProcess(exec.ProcessEvent{
-					Type:             ev.Type,
-					Text:             ev.Text,
-					Tool:             ev.Tool,
-					Detail:           ev.Detail,
-					PromptTokens:     ev.PromptTokens,
-					CompletionTokens: ev.CompletionTokens,
+					Type:                 ev.Type,
+					Text:                 ev.Text,
+					Tool:                 ev.Tool,
+					Detail:               ev.Detail,
+					PromptTokens:         ev.PromptTokens,
+					CompletionTokens:     ev.CompletionTokens,
+					LastPromptTokens:     ev.LastPromptTokens,
+					LastCompletionTokens: ev.LastCompletionTokens,
+					CacheReadTokens:      ev.CacheReadTokens,
+					CacheWriteTokens:     ev.CacheWriteTokens,
 				})
 			}
 		},
diff --git a/exec/backend.go b/exec/backend.go
index c7144d1..2f65efa 100644
--- a/exec/backend.go
+++ b/exec/backend.go
@@ -57,6 +57,11 @@ type ProcessEvent struct {
 	// PromptTokens / CompletionTokens 在 Type=usage 时填写。
 	PromptTokens     int
 	CompletionTokens int
+	// 以下在 Type=usage 或 message_end 时填写（N3 WP6：上一请求与缓存命中拆分）。
+	LastPromptTokens     int
+	LastCompletionTokens int
+	CacheReadTokens      int
+	CacheWriteTokens     int
 }
 
 const (