diff --git a/internal/handler/agent.go b/internal/handler/agent.go
index a1e6d500..ad26d919 100644
--- a/internal/handler/agent.go
+++ b/internal/handler/agent.go
@@ -1185,6 +1185,8 @@ func (h *AgentHandler) createProgressCallback(runCtx context.Context, cancelRun
 				}
 			}
 			flushResponsePlan()
+			// 助手正文开始前，推理流通常已结束；落库以便刷新后「渗透测试详情」可回放
+			flushThinkingStreams()
 			respPlan.meta = nil
 			if dataMap, ok := data.(map[string]interface{}); ok {
 				respPlan.meta = make(map[string]interface{}, len(dataMap))
@@ -1220,6 +1222,19 @@ func (h *AgentHandler) createProgressCallback(runCtx context.Context, cancelRun
 		}
 		if eventType == "response" {
 			flushResponsePlan()
+			flushThinkingStreams()
+			return
+		}
+		if eventType == "done" {
+			flushResponsePlan()
+			flushThinkingStreams()
+			return
+		}
+
+		// 流式思考/推理结束：聚合落库（与 eino_agent_reply_stream_end 同理）
+		if eventType == "thinking_stream_end" || eventType == "reasoning_chain_stream_end" {
+			flushResponsePlan()
+			flushThinkingStreams()
 			return
 		}
 
diff --git a/internal/handler/agent_progress_callback_test.go b/internal/handler/agent_progress_callback_test.go
index 0b64f47e..6eb13e31 100644
--- a/internal/handler/agent_progress_callback_test.go
+++ b/internal/handler/agent_progress_callback_test.go
@@ -3,10 +3,14 @@ package handler
 import (
 	"context"
 	"fmt"
+	"os"
+	"path/filepath"
 	"sync"
 	"testing"
 
 	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/openai"
 
 	"go.uber.org/zap"
 )
@@ -46,3 +50,50 @@ func TestCreateProgressCallback_ConcurrentToolEvents(t *testing.T) {
 	}
 	wg.Wait()
 }
+
+// TestCreateProgressCallback_FlushesReasoningOnDone 流式推理聚合须在 done/response 时落库，刷新后可回放。
+func TestCreateProgressCallback_FlushesReasoningOnDone(t *testing.T) {
+	tmp := t.TempDir()
+	db, err := database.NewDB(filepath.Join(tmp, "test.sqlite"), zap.NewNop())
+	if err != nil {
+		t.Fatalf("NewDB: %v", err)
+	}
+	defer os.RemoveAll(tmp)
+
+	conv, err := db.CreateConversation("test", database.ConversationCreateMeta{})
+	if err != nil {
+		t.Fatalf("CreateConversation: %v", err)
+	}
+	asst, err := db.AddMessage(conv.ID, "assistant", "处理中...", nil)
+	if err != nil {
+		t.Fatalf("AddMessage: %v", err)
+	}
+
+	h := &AgentHandler{logger: zap.NewNop(), db: db}
+	cb := h.createProgressCallback(context.Background(), nil, conv.ID, asst.ID, nil)
+
+	streamID := "eino-reasoning-test-1"
+	cb("reasoning_chain_stream_start", " ", map[string]interface{}{
+		"streamId": streamID,
+		"source":   "eino",
+	})
+	cb("reasoning_chain_stream_delta", "step one", openai.WithSSEAccumulated(map[string]interface{}{
+		"streamId": streamID,
+	}, "step one"))
+	cb("done", "", map[string]interface{}{"conversationId": conv.ID})
+
+	details, err := db.GetProcessDetails(asst.ID)
+	if err != nil {
+		t.Fatalf("GetProcessDetails: %v", err)
+	}
+	found := false
+	for _, d := range details {
+		if d.EventType == "reasoning_chain" && d.Message == "step one" {
+			found = true
+			break
+		}
+	}
+	if !found {
+		t.Fatalf("expected reasoning_chain persisted on done, got %+v", details)
+	}
+}