Update config.yaml

config.yaml

@@ -10,7 +10,7 @@
 # ============================================
 
 # 前端显示的版本号（可选，不填则显示默认版本）
-version: "v1.4.6"
+version: "v1.4.7"
 # 服务器配置
 server:
   host: 0.0.0.0 # 监听地址，0.0.0.0 表示监听所有网络接口

internal/einomcp/mcp_tools.go

@@ -92,6 +92,19 @@ func (m *mcpBridgeTool) Info(ctx context.Context) (*schema.ToolInfo, error) {
 
 func (m *mcpBridgeTool) InvokableRun(ctx context.Context, argumentsInJSON string, opts ...tool.Option) (string, error) {
 	_ = opts
+	return runMCPToolInvocation(ctx, m.agent, m.holder, m.name, argumentsInJSON, m.record, m.chunk)
+}
+
+// runMCPToolInvocation 与 mcpBridgeTool.InvokableRun 共用。
+func runMCPToolInvocation(
+	ctx context.Context,
+	ag *agent.Agent,
+	holder *ConversationHolder,
+	toolName string,
+	argumentsInJSON string,
+	record ExecutionRecorder,
+	chunk func(toolName, toolCallID, chunk string),
+) (string, error) {
 	var args map[string]interface{}
 	if argumentsInJSON != "" && argumentsInJSON != "null" {
 		if err := json.Unmarshal([]byte(argumentsInJSON), &args); err != nil {
@@ -102,44 +115,62 @@ func (m *mcpBridgeTool) InvokableRun(ctx context.Context, argumentsInJSON string
 		args = map[string]interface{}{}
 	}
 
-	// Stream tool output (stdout/stderr) to upper layer via security.Executor's callback.
-	// This enables multi-agent mode to show execution progress on the frontend.
-	if m.chunk != nil {
+	if chunk != nil {
 		toolCallID := compose.GetToolCallID(ctx)
 		if toolCallID != "" {
 			if existing, ok := ctx.Value(security.ToolOutputCallbackCtxKey).(security.ToolOutputCallback); ok && existing != nil {
-				// Chain existing callback (if any) + our progress forwarder.
 				ctx = context.WithValue(ctx, security.ToolOutputCallbackCtxKey, security.ToolOutputCallback(func(c string) {
 					existing(c)
 					if strings.TrimSpace(c) == "" {
 						return
 					}
-					m.chunk(m.name, toolCallID, c)
+					chunk(toolName, toolCallID, c)
 				}))
 			} else {
 				ctx = context.WithValue(ctx, security.ToolOutputCallbackCtxKey, security.ToolOutputCallback(func(c string) {
 					if strings.TrimSpace(c) == "" {
 						return
 					}
-					m.chunk(m.name, toolCallID, c)
+					chunk(toolName, toolCallID, c)
 				}))
 			}
 		}
 	}
 
-	conv := m.holder.Get()
-	res, err := m.agent.ExecuteMCPToolForConversation(ctx, conv, m.name, args)
+	res, err := ag.ExecuteMCPToolForConversation(ctx, holder.Get(), toolName, args)
 	if err != nil {
 		return "", err
 	}
 	if res == nil {
 		return "", nil
 	}
-	if res.ExecutionID != "" && m.record != nil {
-		m.record(res.ExecutionID)
+	if res.ExecutionID != "" && record != nil {
+		record(res.ExecutionID)
 	}
 	if res.IsError {
 		return ToolErrorPrefix + res.Result, nil
 	}
 	return res.Result, nil
 }
+
+// UnknownToolReminderHandler 供 compose.ToolsNodeConfig.UnknownToolsHandler 使用：
+// 模型请求了未注册的工具名时，仅返回说明性文本，error 恒为 nil，以便 ReAct 继续迭代而不中断图执行。
+// 不进行名称猜测或映射，避免误执行。
+func UnknownToolReminderHandler() func(ctx context.Context, name, input string) (string, error) {
+	return func(ctx context.Context, name, input string) (string, error) {
+		_ = ctx
+		_ = input
+		return unknownToolReminderText(strings.TrimSpace(name)), nil
+	}
+}
+
+func unknownToolReminderText(requested string) string {
+	if requested == "" {
+		requested = "(empty)"
+	}
+	return fmt.Sprintf(`The tool name %q is not registered for this agent.
+
+Please retry using only names that appear in the tool definitions for this turn (exact match, case-sensitive). Do not invent or rename tools; adjust your plan and continue.
+
+（工具 %q 未注册：请仅使用本回合上下文中给出的工具名称，须完全一致；请勿自行改写或猜测名称，并继续后续步骤。）`, requested, requested)
+}

internal/einomcp/mcp_tools_test.go

@@ -0,0 +1,16 @@
+package einomcp
+
+import (
+	"strings"
+	"testing"
+)
+
+func TestUnknownToolReminderText(t *testing.T) {
+	s := unknownToolReminderText("bad_tool")
+	if !strings.Contains(s, "bad_tool") {
+		t.Fatalf("expected requested name in message: %s", s)
+	}
+	if strings.Contains(s, "Tools currently available") {
+		t.Fatal("unified message must not list tool names")
+	}
+}

internal/handler/agent.go

@@ -79,8 +79,8 @@ type AgentHandler struct {
 	knowledgeManager interface {    // 知识库管理器接口
 		LogRetrieval(conversationID, messageID, query, riskType string, retrievedItems []string) error
 	}
-	skillsManager       *skills.Manager // Skills管理器
-	agentsMarkdownDir   string          // 多代理：Markdown 子 Agent 目录（绝对路径，空则不从磁盘合并）
+	skillsManager     *skills.Manager // Skills管理器
+	agentsMarkdownDir string          // 多代理：Markdown 子 Agent 目录（绝对路径，空则不从磁盘合并）
 }
 
 // NewAgentHandler 创建新的Agent处理器
@@ -122,8 +122,8 @@ func (h *AgentHandler) SetAgentsMarkdownDir(absDir string) {
 
 // ChatAttachment 聊天附件（用户上传的文件）
 type ChatAttachment struct {
-	FileName   string `json:"fileName"`             // 展示用文件名
-	Content    string `json:"content,omitempty"`    // 文本或 base64；若已预先上传到服务器可留空
+	FileName   string `json:"fileName"`          // 展示用文件名
+	Content    string `json:"content,omitempty"` // 文本或 base64；若已预先上传到服务器可留空
 	MimeType   string `json:"mimeType,omitempty"`
 	ServerPath string `json:"serverPath,omitempty"` // 已保存在 chat_uploads 下的绝对路径（由 POST /api/chat-uploads 返回）
 }
@@ -714,6 +714,73 @@ func (h *AgentHandler) createProgressCallback(conversationID, assistantMessageID
 	// 用于保存tool_call事件中的参数，以便在tool_result时使用
 	toolCallCache := make(map[string]map[string]interface{}) // toolCallId -> arguments
 
+	// thinking_stream_*：不逐条落库，按 streamId 聚合，在后续关键事件前补一条可持久化的 thinking
+	type thinkingBuf struct {
+		b    strings.Builder
+		meta map[string]interface{}
+	}
+	thinkingStreams := make(map[string]*thinkingBuf) // streamId -> buf
+	flushedThinking := make(map[string]bool)         // streamId -> flushed
+
+	// response_start + response_delta：前端时间线显示为「📝 规划中」（monitor.js），不落逐条 delta；
+	// 聚合为一条 planning 写入 process_details，刷新后与线上一致。
+	var respPlan struct {
+		meta map[string]interface{}
+		b    strings.Builder
+	}
+	flushResponsePlan := func() {
+		if assistantMessageID == "" {
+			return
+		}
+		content := strings.TrimSpace(respPlan.b.String())
+		if content == "" {
+			respPlan.meta = nil
+			respPlan.b.Reset()
+			return
+		}
+		data := map[string]interface{}{
+			"source": "response_stream",
+		}
+		for k, v := range respPlan.meta {
+			data[k] = v
+		}
+		if err := h.db.AddProcessDetail(assistantMessageID, conversationID, "planning", content, data); err != nil {
+			h.logger.Warn("保存过程详情失败", zap.Error(err), zap.String("eventType", "planning"))
+		}
+		respPlan.meta = nil
+		respPlan.b.Reset()
+	}
+
+	flushThinkingStreams := func() {
+		if assistantMessageID == "" {
+			return
+		}
+		for sid, tb := range thinkingStreams {
+			if sid == "" || flushedThinking[sid] || tb == nil {
+				continue
+			}
+			content := strings.TrimSpace(tb.b.String())
+			if content == "" {
+				flushedThinking[sid] = true
+				continue
+			}
+			data := map[string]interface{}{
+				"streamId": sid,
+			}
+			for k, v := range tb.meta {
+				// 避免覆盖 streamId
+				if k == "streamId" {
+					continue
+				}
+				data[k] = v
+			}
+			if err := h.db.AddProcessDetail(assistantMessageID, conversationID, "thinking", content, data); err != nil {
+				h.logger.Warn("保存过程详情失败", zap.Error(err), zap.String("eventType", "thinking"))
+			}
+			flushedThinking[sid] = true
+		}
+	}
+
 	return func(eventType, message string, data interface{}) {
 		// 如果提供了sendEventFunc，发送流式事件
 		if sendEventFunc != nil {
@@ -846,25 +913,97 @@ func (h *AgentHandler) createProgressCallback(conversationID, assistantMessageID
 
 		// 子代理回复流式增量不落库；结束时合并为一条 eino_agent_reply
 		if assistantMessageID != "" && eventType == "eino_agent_reply_stream_end" {
+			flushResponsePlan()
+			// 确保思考流在子代理回复前能持久化（刷新后可读）
+			flushThinkingStreams()
 			if err := h.db.AddProcessDetail(assistantMessageID, conversationID, "eino_agent_reply", message, data); err != nil {
 				h.logger.Warn("保存过程详情失败", zap.Error(err), zap.String("eventType", eventType))
 			}
 			return
 		}
 
-		// 保存过程详情到数据库（排除response/done事件，它们会在后面单独处理）
-		// 另外：response_start/response_delta 是模型流式增量，保存会导致过程详情膨胀，因此不落库。
+		// 多代理主代理「规划中」：response_start / response_delta 仅用于 SSE，聚合落一条 planning
+		if eventType == "response_start" {
+			flushResponsePlan()
+			respPlan.meta = nil
+			if dataMap, ok := data.(map[string]interface{}); ok {
+				respPlan.meta = make(map[string]interface{}, len(dataMap))
+				for k, v := range dataMap {
+					respPlan.meta[k] = v
+				}
+			}
+			respPlan.b.Reset()
+			return
+		}
+		if eventType == "response_delta" {
+			respPlan.b.WriteString(message)
+			if dataMap, ok := data.(map[string]interface{}); ok && respPlan.meta == nil {
+				respPlan.meta = make(map[string]interface{}, len(dataMap))
+				for k, v := range dataMap {
+					respPlan.meta[k] = v
+				}
+			} else if dataMap, ok := data.(map[string]interface{}); ok {
+				for k, v := range dataMap {
+					respPlan.meta[k] = v
+				}
+			}
+			return
+		}
+		if eventType == "response" {
+			flushResponsePlan()
+			return
+		}
+
+		// 聚合 thinking_stream_*（ReasoningContent），不逐条落库
+		if eventType == "thinking_stream_start" {
+			if dataMap, ok := data.(map[string]interface{}); ok {
+				if sid, ok2 := dataMap["streamId"].(string); ok2 && sid != "" {
+					tb := thinkingStreams[sid]
+					if tb == nil {
+						tb = &thinkingBuf{meta: map[string]interface{}{}}
+						thinkingStreams[sid] = tb
+					}
+					// 记录元信息（source/einoAgent/einoRole/iteration 等）
+					for k, v := range dataMap {
+						tb.meta[k] = v
+					}
+				}
+			}
+			return
+		}
+		if eventType == "thinking_stream_delta" {
+			if dataMap, ok := data.(map[string]interface{}); ok {
+				if sid, ok2 := dataMap["streamId"].(string); ok2 && sid != "" {
+					tb := thinkingStreams[sid]
+					if tb == nil {
+						tb = &thinkingBuf{meta: map[string]interface{}{}}
+						thinkingStreams[sid] = tb
+					}
+					// delta 片段直接拼接；message 本身就是 reasoning content
+					tb.b.WriteString(message)
+					// 有时 delta 先到 start 未到，补充元信息
+					for k, v := range dataMap {
+						tb.meta[k] = v
+					}
+				}
+			}
+			return
+		}
+
+		// 保存过程详情到数据库（排除 response/done；response 正文已在 messages 表）
+		// response_start/response_delta 已聚合为 planning，不落逐条。
 		if assistantMessageID != "" &&
 			eventType != "response" &&
 			eventType != "done" &&
 			eventType != "response_start" &&
 			eventType != "response_delta" &&
 			eventType != "tool_result_delta" &&
-			eventType != "thinking_stream_start" &&
-			eventType != "thinking_stream_delta" &&
 			eventType != "eino_agent_reply_stream_start" &&
 			eventType != "eino_agent_reply_stream_delta" &&
 			eventType != "eino_agent_reply_stream_end" {
+			// 在关键过程事件落库前，先把「规划中」与 thinking_stream 落库
+			flushResponsePlan()
+			flushThinkingStreams()
 			if err := h.db.AddProcessDetail(assistantMessageID, conversationID, eventType, message, data); err != nil {
 				h.logger.Warn("保存过程详情失败", zap.Error(err), zap.String("eventType", eventType))
 			}

internal/multiagent/runner.go

@@ -101,8 +101,8 @@ func RunDeepAgent(
 			return
 		}
 		progress("tool_result_delta", chunk, map[string]interface{}{
-			"toolName":    toolName,
-			"toolCallId":  toolCallID,
+			"toolName":   toolName,
+			"toolCallId": toolCallID,
 			// index/total/iteration are optional for UI; we don't know them in this bridge.
 			"index":     0,
 			"total":     0,
@@ -221,7 +221,8 @@ func RunDeepAgent(
 			Model:       subModel,
 			ToolsConfig: adk.ToolsConfig{
 				ToolsNodeConfig: compose.ToolsNodeConfig{
-					Tools: subTools,
+					Tools:               subTools,
+					UnknownToolsHandler: einomcp.UnknownToolReminderHandler(),
 				},
 				EmitInternalEvents: true,
 			},
@@ -275,7 +276,8 @@ func RunDeepAgent(
 		},
 		ToolsConfig: adk.ToolsConfig{
 			ToolsNodeConfig: compose.ToolsNodeConfig{
-				Tools: mainTools,
+				Tools:               mainTools,
+				UnknownToolsHandler: einomcp.UnknownToolReminderHandler(),
 			},
 			EmitInternalEvents: true,
 		},
@@ -284,14 +286,8 @@ func RunDeepAgent(
 		return nil, fmt.Errorf("deep.New: %w", err)
 	}
 
-	msgs := historyToMessages(history)
-	msgs = append(msgs, schema.UserMessage(userMessage))
-
-	runner := adk.NewRunner(ctx, adk.RunnerConfig{
-		Agent:           da,
-		EnableStreaming: true,
-	})
-	iter := runner.Run(ctx, msgs)
+	baseMsgs := historyToMessages(history)
+	baseMsgs = append(baseMsgs, schema.UserMessage(userMessage))
 
 	streamsMainAssistant := func(agent string) bool {
 		return agent == "" || agent == orchestratorName
@@ -303,255 +299,301 @@ func RunDeepAgent(
 		return "sub"
 	}
 
-	// 仅保留主代理最后一次 assistant 输出，避免把多轮中间回复拼接到最终答案。
+	var lastRunMsgs []adk.Message
 	var lastAssistant string
-	var reasoningStreamSeq int64
-	var einoSubReplyStreamSeq int64
-	toolEmitSeen := make(map[string]struct{})
-	// 主代理「外层轮次」：首次进入编排器为第 1 轮，每从子代理回到编排器 +1。
-	// 子代理「步数」：该子代理每次发起一批工具调用前 +1（近似 ReAct 步）。
-	var einoMainRound int
-	var einoLastAgent string
-	subAgentToolStep := make(map[string]int)
-	for {
-		ev, ok := iter.Next()
-		if !ok {
-			break
+
+attemptLoop:
+	for attempt := 0; attempt < maxToolCallArgumentsJSONAttempts; attempt++ {
+		msgs := make([]adk.Message, 0, len(baseMsgs)+attempt)
+		msgs = append(msgs, baseMsgs...)
+		for i := 0; i < attempt; i++ {
+			msgs = append(msgs, toolCallArgumentsJSONRetryHint())
 		}
-		if ev == nil {
-			continue
-		}
-		if ev.Err != nil {
+
+		if attempt > 0 {
+			mcpIDsMu.Lock()
+			mcpIDs = mcpIDs[:0]
+			mcpIDsMu.Unlock()
+			if logger != nil {
+				logger.Warn("eino DeepAgent: 工具参数 JSON 被接口拒绝，追加提示后重试",
+					zap.Int("attempt", attempt),
+					zap.Int("maxAttempts", maxToolCallArgumentsJSONAttempts))
+			}
 			if progress != nil {
-				progress("error", ev.Err.Error(), map[string]interface{}{
+				// 使用专用事件类型 eino_recovery，便于前端时间线展示（progress 仅改标题，不进时间线）
+				progress("eino_recovery", toolCallArgumentsJSONRecoveryTimelineMessage(attempt), map[string]interface{}{
 					"conversationId": conversationID,
-					"source":         "eino",
+					"source":           "eino",
+					"einoRetry":        attempt,
+					"runIndex":         attempt + 1, // 第几轮完整运行（1 为首次，重试后递增）
+					"maxRuns":          maxToolCallArgumentsJSONAttempts,
+					"reason":           "invalid_tool_arguments_json",
 				})
 			}
-			return nil, ev.Err
 		}
-		if ev.AgentName != "" && progress != nil {
-			if streamsMainAssistant(ev.AgentName) {
-				if einoMainRound == 0 {
-					einoMainRound = 1
-					progress("iteration", "", map[string]interface{}{
-						"iteration":      1,
-						"einoScope":      "main",
-						"einoRole":       "orchestrator",
-						"einoAgent":      orchestratorName,
-						"conversationId": conversationID,
-						"source":         "eino",
-					})
-				} else if einoLastAgent != "" && !streamsMainAssistant(einoLastAgent) {
-					einoMainRound++
-					progress("iteration", "", map[string]interface{}{
-						"iteration":      einoMainRound,
-						"einoScope":      "main",
-						"einoRole":       "orchestrator",
-						"einoAgent":      orchestratorName,
-						"conversationId": conversationID,
-						"source":         "eino",
-					})
-				}
-			}
-			einoLastAgent = ev.AgentName
-			progress("progress", fmt.Sprintf("[Eino] %s", ev.AgentName), map[string]interface{}{
-				"conversationId": conversationID,
-				"einoAgent":      ev.AgentName,
-				"einoRole":       einoRoleTag(ev.AgentName),
-			})
-		}
-		if ev.Output == nil || ev.Output.MessageOutput == nil {
-			continue
-		}
-		mv := ev.Output.MessageOutput
 
-		if mv.IsStreaming && mv.MessageStream != nil {
-			streamHeaderSent := false
-			var reasoningStreamID string
-			var toolStreamFragments []schema.ToolCall
-			var subAssistantBuf strings.Builder
-			var subReplyStreamID string
-			var mainAssistantBuf strings.Builder
-			for {
-				chunk, rerr := mv.MessageStream.Recv()
-				if rerr != nil {
-					if errors.Is(rerr, io.EOF) {
-						break
-					}
+		// 仅保留主代理最后一次 assistant 输出；每轮重试重置，避免拼接失败轮次的片段。
+		lastAssistant = ""
+		var reasoningStreamSeq int64
+		var einoSubReplyStreamSeq int64
+		toolEmitSeen := make(map[string]struct{})
+		var einoMainRound int
+		var einoLastAgent string
+		subAgentToolStep := make(map[string]int)
+
+		runner := adk.NewRunner(ctx, adk.RunnerConfig{
+			Agent:           da,
+			EnableStreaming: true,
+		})
+		iter := runner.Run(ctx, msgs)
+
+		for {
+			ev, ok := iter.Next()
+			if !ok {
+				lastRunMsgs = msgs
+				break attemptLoop
+			}
+			if ev == nil {
+				continue
+			}
+			if ev.Err != nil {
+				if isRecoverableToolCallArgumentsJSONError(ev.Err) && attempt+1 < maxToolCallArgumentsJSONAttempts {
 					if logger != nil {
-						logger.Warn("eino stream recv", zap.Error(rerr))
+						logger.Warn("eino: recoverable tool-call JSON error from model/API", zap.Error(ev.Err), zap.Int("attempt", attempt))
 					}
-					break
+					continue attemptLoop
 				}
-				if chunk == nil {
-					continue
-				}
-				if progress != nil && strings.TrimSpace(chunk.ReasoningContent) != "" {
-					if reasoningStreamID == "" {
-						reasoningStreamID = fmt.Sprintf("eino-reasoning-%s-%d", conversationID, atomic.AddInt64(&reasoningStreamSeq, 1))
-						progress("thinking_stream_start", " ", map[string]interface{}{
-							"streamId":   reasoningStreamID,
-							"source":     "eino",
-							"einoAgent":  ev.AgentName,
-							"einoRole":   einoRoleTag(ev.AgentName),
-						})
-					}
-					progress("thinking_stream_delta", chunk.ReasoningContent, map[string]interface{}{
-						"streamId": reasoningStreamID,
+				if progress != nil {
+					progress("error", ev.Err.Error(), map[string]interface{}{
+						"conversationId": conversationID,
+						"source":         "eino",
 					})
 				}
-				if chunk.Content != "" {
-					if progress != nil && streamsMainAssistant(ev.AgentName) {
-						if !streamHeaderSent {
-							progress("response_start", "", map[string]interface{}{
-								"conversationId":     conversationID,
-								"mcpExecutionIds":      snapshotMCPIDs(),
-								"messageGeneratedBy":   "eino:" + ev.AgentName,
-								"einoRole":             "orchestrator",
-							})
-							streamHeaderSent = true
-						}
-						progress("response_delta", chunk.Content, map[string]interface{}{
-							"conversationId":  conversationID,
-							"mcpExecutionIds": snapshotMCPIDs(),
-							"einoRole":        "orchestrator",
-						})
-						mainAssistantBuf.WriteString(chunk.Content)
-					} else if !streamsMainAssistant(ev.AgentName) {
-						if progress != nil {
-							if subReplyStreamID == "" {
-								subReplyStreamID = fmt.Sprintf("eino-sub-reply-%s-%d", conversationID, atomic.AddInt64(&einoSubReplyStreamSeq, 1))
-								progress("eino_agent_reply_stream_start", "", map[string]interface{}{
-									"streamId":         subReplyStreamID,
-									"einoAgent":        ev.AgentName,
-									"einoRole":         "sub",
-									"conversationId":   conversationID,
-									"source":           "eino",
-								})
-							}
-							progress("eino_agent_reply_stream_delta", chunk.Content, map[string]interface{}{
-								"streamId":       subReplyStreamID,
-								"conversationId": conversationID,
-							})
-						}
-						subAssistantBuf.WriteString(chunk.Content)
-					}
-				}
-				// 收集流式 tool_calls 全部分片；arguments 在最后一帧常为 ""，需按 index/id 合并后才能展示 subagent_type/description。
-				if len(chunk.ToolCalls) > 0 {
-					toolStreamFragments = append(toolStreamFragments, chunk.ToolCalls...)
-				}
+				return nil, ev.Err
 			}
-			if streamsMainAssistant(ev.AgentName) {
-				if s := strings.TrimSpace(mainAssistantBuf.String()); s != "" {
-					lastAssistant = s
-				}
-			}
-			if subAssistantBuf.Len() > 0 && progress != nil {
-				if s := strings.TrimSpace(subAssistantBuf.String()); s != "" {
-					if subReplyStreamID != "" {
-						progress("eino_agent_reply_stream_end", s, map[string]interface{}{
-							"streamId":         subReplyStreamID,
-							"einoAgent":        ev.AgentName,
-							"einoRole":         "sub",
-							"conversationId":   conversationID,
-							"source":           "eino",
-						})
-					} else {
-						progress("eino_agent_reply", s, map[string]interface{}{
+			if ev.AgentName != "" && progress != nil {
+				if streamsMainAssistant(ev.AgentName) {
+					if einoMainRound == 0 {
+						einoMainRound = 1
+						progress("iteration", "", map[string]interface{}{
+							"iteration":      1,
+							"einoScope":      "main",
+							"einoRole":       "orchestrator",
+							"einoAgent":      orchestratorName,
 							"conversationId": conversationID,
-							"einoAgent":        ev.AgentName,
-							"einoRole":         "sub",
-							"source":           "eino",
+							"source":         "eino",
+						})
+					} else if einoLastAgent != "" && !streamsMainAssistant(einoLastAgent) {
+						einoMainRound++
+						progress("iteration", "", map[string]interface{}{
+							"iteration":      einoMainRound,
+							"einoScope":      "main",
+							"einoRole":       "orchestrator",
+							"einoAgent":      orchestratorName,
+							"conversationId": conversationID,
+							"source":         "eino",
 						})
 					}
 				}
-			}
-			var lastToolChunk *schema.Message
-			if merged := mergeStreamingToolCallFragments(toolStreamFragments); len(merged) > 0 {
-				lastToolChunk = &schema.Message{ToolCalls: merged}
-			}
-			tryEmitToolCallsOnce(lastToolChunk, ev.AgentName, orchestratorName, conversationID, progress, toolEmitSeen, subAgentToolStep)
-			continue
-		}
-
-		msg, gerr := mv.GetMessage()
-		if gerr != nil || msg == nil {
-			continue
-		}
-		tryEmitToolCallsOnce(mergeMessageToolCalls(msg), ev.AgentName, orchestratorName, conversationID, progress, toolEmitSeen, subAgentToolStep)
-
-		if mv.Role == schema.Assistant {
-			if progress != nil && strings.TrimSpace(msg.ReasoningContent) != "" {
-				progress("thinking", strings.TrimSpace(msg.ReasoningContent), map[string]interface{}{
+				einoLastAgent = ev.AgentName
+				progress("progress", fmt.Sprintf("[Eino] %s", ev.AgentName), map[string]interface{}{
 					"conversationId": conversationID,
-					"source":         "eino",
 					"einoAgent":      ev.AgentName,
 					"einoRole":       einoRoleTag(ev.AgentName),
 				})
 			}
-			body := strings.TrimSpace(msg.Content)
-			if body != "" {
-				if streamsMainAssistant(ev.AgentName) {
-					if progress != nil {
-						progress("response_start", "", map[string]interface{}{
-							"conversationId":     conversationID,
-							"mcpExecutionIds":    snapshotMCPIDs(),
-							"messageGeneratedBy": "eino:" + ev.AgentName,
-							"einoRole":           "orchestrator",
-						})
-						progress("response_delta", body, map[string]interface{}{
-							"conversationId":  conversationID,
-							"mcpExecutionIds": snapshotMCPIDs(),
-							"einoRole":        "orchestrator",
+			if ev.Output == nil || ev.Output.MessageOutput == nil {
+				continue
+			}
+			mv := ev.Output.MessageOutput
+
+			if mv.IsStreaming && mv.MessageStream != nil {
+				streamHeaderSent := false
+				var reasoningStreamID string
+				var toolStreamFragments []schema.ToolCall
+				var subAssistantBuf strings.Builder
+				var subReplyStreamID string
+				var mainAssistantBuf strings.Builder
+				for {
+					chunk, rerr := mv.MessageStream.Recv()
+					if rerr != nil {
+						if errors.Is(rerr, io.EOF) {
+							break
+						}
+						if logger != nil {
+							logger.Warn("eino stream recv", zap.Error(rerr))
+						}
+						break
+					}
+					if chunk == nil {
+						continue
+					}
+					if progress != nil && strings.TrimSpace(chunk.ReasoningContent) != "" {
+						if reasoningStreamID == "" {
+							reasoningStreamID = fmt.Sprintf("eino-reasoning-%s-%d", conversationID, atomic.AddInt64(&reasoningStreamSeq, 1))
+							progress("thinking_stream_start", " ", map[string]interface{}{
+								"streamId":  reasoningStreamID,
+								"source":    "eino",
+								"einoAgent": ev.AgentName,
+								"einoRole":  einoRoleTag(ev.AgentName),
+							})
+						}
+						progress("thinking_stream_delta", chunk.ReasoningContent, map[string]interface{}{
+							"streamId": reasoningStreamID,
 						})
 					}
-					lastAssistant = body
-				} else if progress != nil {
-					progress("eino_agent_reply", body, map[string]interface{}{
+					if chunk.Content != "" {
+						if progress != nil && streamsMainAssistant(ev.AgentName) {
+							if !streamHeaderSent {
+								progress("response_start", "", map[string]interface{}{
+									"conversationId":     conversationID,
+									"mcpExecutionIds":    snapshotMCPIDs(),
+									"messageGeneratedBy": "eino:" + ev.AgentName,
+									"einoRole":           "orchestrator",
+								})
+								streamHeaderSent = true
+							}
+							progress("response_delta", chunk.Content, map[string]interface{}{
+								"conversationId":  conversationID,
+								"mcpExecutionIds": snapshotMCPIDs(),
+								"einoRole":        "orchestrator",
+							})
+							mainAssistantBuf.WriteString(chunk.Content)
+						} else if !streamsMainAssistant(ev.AgentName) {
+							if progress != nil {
+								if subReplyStreamID == "" {
+									subReplyStreamID = fmt.Sprintf("eino-sub-reply-%s-%d", conversationID, atomic.AddInt64(&einoSubReplyStreamSeq, 1))
+									progress("eino_agent_reply_stream_start", "", map[string]interface{}{
+										"streamId":       subReplyStreamID,
+										"einoAgent":      ev.AgentName,
+										"einoRole":       "sub",
+										"conversationId": conversationID,
+										"source":         "eino",
+									})
+								}
+								progress("eino_agent_reply_stream_delta", chunk.Content, map[string]interface{}{
+									"streamId":       subReplyStreamID,
+									"conversationId": conversationID,
+								})
+							}
+							subAssistantBuf.WriteString(chunk.Content)
+						}
+					}
+					// 收集流式 tool_calls 全部分片；arguments 在最后一帧常为 ""，需按 index/id 合并后才能展示 subagent_type/description。
+					if len(chunk.ToolCalls) > 0 {
+						toolStreamFragments = append(toolStreamFragments, chunk.ToolCalls...)
+					}
+				}
+				if streamsMainAssistant(ev.AgentName) {
+					if s := strings.TrimSpace(mainAssistantBuf.String()); s != "" {
+						lastAssistant = s
+					}
+				}
+				if subAssistantBuf.Len() > 0 && progress != nil {
+					if s := strings.TrimSpace(subAssistantBuf.String()); s != "" {
+						if subReplyStreamID != "" {
+							progress("eino_agent_reply_stream_end", s, map[string]interface{}{
+								"streamId":       subReplyStreamID,
+								"einoAgent":      ev.AgentName,
+								"einoRole":       "sub",
+								"conversationId": conversationID,
+								"source":         "eino",
+							})
+						} else {
+							progress("eino_agent_reply", s, map[string]interface{}{
+								"conversationId": conversationID,
+								"einoAgent":      ev.AgentName,
+								"einoRole":       "sub",
+								"source":         "eino",
+							})
+						}
+					}
+				}
+				var lastToolChunk *schema.Message
+				if merged := mergeStreamingToolCallFragments(toolStreamFragments); len(merged) > 0 {
+					lastToolChunk = &schema.Message{ToolCalls: merged}
+				}
+				tryEmitToolCallsOnce(lastToolChunk, ev.AgentName, orchestratorName, conversationID, progress, toolEmitSeen, subAgentToolStep)
+				continue
+			}
+
+			msg, gerr := mv.GetMessage()
+			if gerr != nil || msg == nil {
+				continue
+			}
+			tryEmitToolCallsOnce(mergeMessageToolCalls(msg), ev.AgentName, orchestratorName, conversationID, progress, toolEmitSeen, subAgentToolStep)
+
+			if mv.Role == schema.Assistant {
+				if progress != nil && strings.TrimSpace(msg.ReasoningContent) != "" {
+					progress("thinking", strings.TrimSpace(msg.ReasoningContent), map[string]interface{}{
 						"conversationId": conversationID,
-						"einoAgent":      ev.AgentName,
-						"einoRole":       "sub",
 						"source":         "eino",
+						"einoAgent":      ev.AgentName,
+						"einoRole":       einoRoleTag(ev.AgentName),
 					})
 				}
-			}
-		}
-
-		if mv.Role == schema.Tool && progress != nil {
-			toolName := msg.ToolName
-			if toolName == "" {
-				toolName = mv.ToolName
+				body := strings.TrimSpace(msg.Content)
+				if body != "" {
+					if streamsMainAssistant(ev.AgentName) {
+						if progress != nil {
+							progress("response_start", "", map[string]interface{}{
+								"conversationId":     conversationID,
+								"mcpExecutionIds":    snapshotMCPIDs(),
+								"messageGeneratedBy": "eino:" + ev.AgentName,
+								"einoRole":           "orchestrator",
+							})
+							progress("response_delta", body, map[string]interface{}{
+								"conversationId":  conversationID,
+								"mcpExecutionIds": snapshotMCPIDs(),
+								"einoRole":        "orchestrator",
+							})
+						}
+						lastAssistant = body
+					} else if progress != nil {
+						progress("eino_agent_reply", body, map[string]interface{}{
+							"conversationId": conversationID,
+							"einoAgent":      ev.AgentName,
+							"einoRole":       "sub",
+							"source":         "eino",
+						})
+					}
+				}
 			}
 
-			// bridge 工具在 res.IsError=true 时会返回带前缀的内容；这里解析为 success/isError，避免前端误判为成功。
-			content := msg.Content
-			isErr := false
-			if strings.HasPrefix(content, einomcp.ToolErrorPrefix) {
-				isErr = true
-				content = strings.TrimPrefix(content, einomcp.ToolErrorPrefix)
-			}
+			if mv.Role == schema.Tool && progress != nil {
+				toolName := msg.ToolName
+				if toolName == "" {
+					toolName = mv.ToolName
+				}
 
-			preview := content
-			if len(preview) > 200 {
-				preview = preview[:200] + "..."
+				// bridge 工具在 res.IsError=true 时会返回带前缀的内容；这里解析为 success/isError，避免前端误判为成功。
+				content := msg.Content
+				isErr := false
+				if strings.HasPrefix(content, einomcp.ToolErrorPrefix) {
+					isErr = true
+					content = strings.TrimPrefix(content, einomcp.ToolErrorPrefix)
+				}
+
+				preview := content
+				if len(preview) > 200 {
+					preview = preview[:200] + "..."
+				}
+				data := map[string]interface{}{
+					"toolName":       toolName,
+					"success":        !isErr,
+					"isError":        isErr,
+					"result":         content,
+					"resultPreview":  preview,
+					"conversationId": conversationID,
+					"einoAgent":      ev.AgentName,
+					"einoRole":       einoRoleTag(ev.AgentName),
+					"source":         "eino",
+				}
+				if msg.ToolCallID != "" {
+					data["toolCallId"] = msg.ToolCallID
+				}
+				progress("tool_result", fmt.Sprintf("工具结果 (%s)", toolName), data)
 			}
-			data := map[string]interface{}{
-				"toolName":       toolName,
-				"success":        !isErr,
-				"isError":        isErr,
-				"result":         content,
-				"resultPreview":  preview,
-				"conversationId": conversationID,
-				"einoAgent":      ev.AgentName,
-				"einoRole":       einoRoleTag(ev.AgentName),
-				"source":         "eino",
-			}
-			if msg.ToolCallID != "" {
-				data["toolCallId"] = msg.ToolCallID
-			}
-			progress("tool_result", fmt.Sprintf("工具结果 (%s)", toolName), data)
 		}
 	}
 
@@ -559,7 +601,7 @@ func RunDeepAgent(
 	ids := append([]string(nil), mcpIDs...)
 	mcpIDsMu.Unlock()
 
-	histJSON, _ := json.Marshal(msgs)
+	histJSON, _ := json.Marshal(lastRunMsgs)
 	cleaned := strings.TrimSpace(lastAssistant)
 	cleaned = dedupeRepeatedParagraphs(cleaned, 80)
 	cleaned = dedupeParagraphsByLineFingerprint(cleaned, 100)

internal/multiagent/tool_args_json_retry.go

@@ -0,0 +1,50 @@
+package multiagent
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/cloudwego/eino/schema"
+)
+
+// maxToolCallArgumentsJSONAttempts 含首次运行：首次 + 自动重试次数。
+// 例如为 3 表示最多共 3 次完整 DeepAgent 运行（2 次失败后各追加一条纠错提示）。
+const maxToolCallArgumentsJSONAttempts = 3
+
+// toolCallArgumentsJSONRetryHint 追加在用户消息后，提示模型输出合法 JSON 工具参数（部分云厂商会在流式阶段校验 arguments）。
+func toolCallArgumentsJSONRetryHint() *schema.Message {
+	return schema.UserMessage(`[系统提示] 上一次输出中，工具调用的 function.arguments 不是合法 JSON，接口已拒绝。请重新生成：每个 tool call 的 arguments 必须是完整、可解析的 JSON 对象字符串（键名用双引号，无多余逗号，括号配对）。不要输出截断或不完整的 JSON。
+
+[System] Your previous tool call used invalid JSON in function.arguments and was rejected by the API. Regenerate with strictly valid JSON objects only (double-quoted keys, matched braces, no trailing commas).`)
+}
+
+// toolCallArgumentsJSONRecoveryTimelineMessage 供 eino_recovery 事件落库与前端时间线展示。
+func toolCallArgumentsJSONRecoveryTimelineMessage(attempt int) string {
+	return fmt.Sprintf(
+		"接口拒绝了无效的工具参数 JSON。已向对话追加系统提示并要求模型重新生成合法的 function.arguments。"+
+			"当前为第 %d/%d 轮完整运行。\n\n"+
+			"The API rejected invalid JSON in tool arguments. A system hint was appended. This is full run %d of %d.",
+		attempt+1, maxToolCallArgumentsJSONAttempts, attempt+1, maxToolCallArgumentsJSONAttempts,
+	)
+}
+
+// isRecoverableToolCallArgumentsJSONError 判断是否为「工具参数非合法 JSON」类流式错误，可通过追加提示后重跑一轮。
+func isRecoverableToolCallArgumentsJSONError(err error) bool {
+	if err == nil {
+		return false
+	}
+	s := strings.ToLower(err.Error())
+	if !strings.Contains(s, "json") {
+		return false
+	}
+	if strings.Contains(s, "function.arguments") || strings.Contains(s, "function arguments") {
+		return true
+	}
+	if strings.Contains(s, "invalidparameter") && strings.Contains(s, "json") {
+		return true
+	}
+	if strings.Contains(s, "must be in json format") {
+		return true
+	}
+	return false
+}

internal/multiagent/tool_args_json_retry_test.go

@@ -0,0 +1,17 @@
+package multiagent
+
+import (
+	"errors"
+	"testing"
+)
+
+func TestIsRecoverableToolCallArgumentsJSONError(t *testing.T) {
+	yes := errors.New(`failed to receive stream chunk: error, <400> InternalError.Algo.InvalidParameter: The "function.arguments" parameter of the code model must be in JSON format.`)
+	if !isRecoverableToolCallArgumentsJSONError(yes) {
+		t.Fatal("expected recoverable for function.arguments + JSON")
+	}
+	no := errors.New("unrelated network failure")
+	if isRecoverableToolCallArgumentsJSONError(no) {
+		t.Fatal("expected not recoverable")
+	}
+}

web/static/i18n/en-US.json

@@ -169,6 +169,7 @@
     "taskCancelled": "Task cancelled",
     "unknownTool": "Unknown tool",
     "einoAgentReplyTitle": "Sub-agent reply",
+    "einoRecoveryTitle": "🔄 Invalid tool JSON · run {{n}}/{{max}} (hint appended)",
     "noDescription": "No description",
     "noResponseData": "No response data",
     "loading": "Loading...",

web/static/i18n/zh-CN.json

@@ -169,6 +169,7 @@
     "taskCancelled": "任务已取消",
     "unknownTool": "未知工具",
     "einoAgentReplyTitle": "子代理回复",
+    "einoRecoveryTitle": "🔄 工具参数无效 · 第 {{n}}/{{max}} 轮（已追加提示）",
     "noDescription": "暂无描述",
     "noResponseData": "暂无响应数据",
     "loading": "加载中...",

web/static/js/chat.js

@@ -1741,6 +1741,9 @@ function renderProcessDetails(messageId, processDetails) {
             itemTitle = agPx + (typeof window.t === 'function' ? window.t('chat.iterationRound', { n: data.iteration || 1 }) : '第 ' + (data.iteration || 1) + ' 轮迭代');
         } else if (eventType === 'thinking') {
             itemTitle = agPx + '🤔 ' + (typeof window.t === 'function' ? window.t('chat.aiThinking') : 'AI思考');
+        } else if (eventType === 'planning') {
+            // 与流式 monitor.js 中 response_start/response_delta 展示的「规划中」一致（落库聚合）
+            itemTitle = agPx + '📝 ' + (typeof window.t === 'function' ? window.t('chat.planning') : '规划中');
         } else if (eventType === 'tool_calls_detected') {
             itemTitle = agPx + '🔧 ' + (typeof window.t === 'function' ? window.t('chat.toolCallsDetected', { count: data.count || 0 }) : '检测到 ' + (data.count || 0) + ' 个工具调用');
         } else if (eventType === 'tool_call') {
@@ -1760,6 +1763,10 @@ function renderProcessDetails(messageId, processDetails) {
             itemTitle = agPx + execLine;
         } else if (eventType === 'eino_agent_reply') {
             itemTitle = agPx + '💬 ' + (typeof window.t === 'function' ? window.t('chat.einoAgentReplyTitle') : '子代理回复');
+        } else if (eventType === 'eino_recovery') {
+            const ri = data.runIndex != null ? data.runIndex : (data.einoRetry != null ? data.einoRetry + 1 : 1);
+            const mx = data.maxRuns != null ? data.maxRuns : 3;
+            itemTitle = (typeof window.t === 'function' ? window.t('chat.einoRecoveryTitle', { n: ri, max: mx }) : ('🔄 第 ' + ri + '/' + mx + ' 轮（已追加提示）'));
         } else if (eventType === 'knowledge_retrieval') {
             itemTitle = '📚 ' + (typeof window.t === 'function' ? window.t('chat.knowledgeRetrieval') : '知识检索');
         } else if (eventType === 'error') {

web/static/js/monitor.js

@@ -889,7 +889,22 @@ function handleStreamEvent(event, progressElement, progressId,
                 data: event.data
             });
             break;
-            
+
+        case 'eino_recovery': {
+            const d = event.data || {};
+            const runIdx = d.runIndex != null ? d.runIndex : (d.einoRetry != null ? d.einoRetry + 1 : 1);
+            const maxRuns = d.maxRuns != null ? d.maxRuns : 3;
+            const title = typeof window.t === 'function'
+                ? window.t('chat.einoRecoveryTitle', { n: runIdx, max: maxRuns })
+                : ('🔄 工具参数无效 · 第 ' + runIdx + '/' + maxRuns + ' 轮（已追加提示）');
+            addTimelineItem(timeline, 'eino_recovery', {
+                title: title,
+                message: event.message || '',
+                data: event.data
+            });
+            break;
+        }
+
         case 'tool_call':
             const toolInfo = event.data || {};
             const toolName = toolInfo.toolName || (typeof window.t === 'function' ? window.t('chat.unknownTool') : '未知工具');
@@ -1463,6 +1478,15 @@ function addTimelineItem(timeline, type, options) {
     if (type === 'progress' && options.message) {
         item.dataset.progressMessage = options.message;
     }
+    if (type === 'eino_recovery' && options.data) {
+        const d = options.data;
+        if (d.runIndex != null) {
+            item.dataset.recoveryRunIndex = String(d.runIndex);
+        }
+        if (d.maxRuns != null) {
+            item.dataset.recoveryMaxRuns = String(d.maxRuns);
+        }
+    }
     if (type === 'tool_calls_detected' && options.data && options.data.count != null) {
         item.dataset.toolCallsCount = String(options.data.count);
     }
@@ -1516,7 +1540,7 @@ function addTimelineItem(timeline, type, options) {
     `;
     
     // 根据类型添加详细内容
-    if (type === 'thinking' && options.message) {
+    if ((type === 'thinking' || type === 'planning') && options.message) {
         content += `<div class="timeline-item-content">${formatMarkdown(options.message)}</div>`;
     } else if (type === 'tool_call' && options.data) {
         const data = options.data;
@@ -1561,6 +1585,12 @@ function addTimelineItem(timeline, type, options) {
                 </div>
             </div>
         `;
+    } else if (type === 'eino_recovery' && options.message) {
+        content += `
+            <div class="timeline-item-content timeline-eino-recovery">
+                ${escapeHtml(options.message).replace(/\n/g, '<br>')}
+            </div>
+        `;
     } else if (type === 'cancelled') {
         const taskCancelledLabel = typeof window.t === 'function' ? window.t('chat.taskCancelled') : '任务已取消';
         content += `
@@ -1569,7 +1599,7 @@ function addTimelineItem(timeline, type, options) {
             </div>
         `;
     }
-    
+
     item.innerHTML = content;
     if (options.data) {
         applyEinoTimelineRole(item, options.data);
@@ -2390,6 +2420,8 @@ function refreshProgressAndTimelineI18n() {
             }
         } else if (type === 'thinking') {
             titleSpan.textContent = ap + '\uD83E\uDD14 ' + _t('chat.aiThinking');
+        } else if (type === 'planning') {
+            titleSpan.textContent = ap + '\uD83D\uDCDD ' + _t('chat.planning');
         } else if (type === 'tool_calls_detected' && item.dataset.toolCallsCount != null) {
             const count = parseInt(item.dataset.toolCallsCount, 10) || 0;
             titleSpan.textContent = ap + '\uD83D\uDD27 ' + _t('chat.toolCallsDetected', { count: count });
@@ -2405,6 +2437,10 @@ function refreshProgressAndTimelineI18n() {
             titleSpan.textContent = ap + icon + (success ? _t('chat.toolExecComplete', { name: name }) : _t('chat.toolExecFailed', { name: name }));
         } else if (type === 'eino_agent_reply') {
             titleSpan.textContent = ap + '\uD83D\uDCAC ' + _t('chat.einoAgentReplyTitle');
+        } else if (type === 'eino_recovery' && item.dataset.recoveryRunIndex) {
+            const n = parseInt(item.dataset.recoveryRunIndex, 10) || 1;
+            const mx = parseInt(item.dataset.recoveryMaxRuns, 10) || 3;
+            titleSpan.textContent = _t('chat.einoRecoveryTitle', { n: n, max: mx });
         } else if (type === 'cancelled') {
             titleSpan.textContent = '\u26D4 ' + _t('chat.taskCancelled');
         } else if (type === 'progress' && item.dataset.progressMessage !== undefined) {