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: "v1.5.8"
+version: "v1.5.13"
 # 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
@@ -70,7 +70,7 @@ multi_agent:
   robot_use_multi_agent: true # true 时企业微信/钉钉/飞书机器人也走 Eino 多代理（成本更高）
   batch_use_multi_agent: false # true 时「批量任务」队列中每个子任务也走 Eino 多代理（成本更高）
   max_iteration: 0 # 主代理 / plan_execute 执行器最大轮次，0 表示沿用 agent.max_iterations
-  # plan_execute 专用：execute↔replan 外层循环上限，0 表示 Eino 默认 10。Executor 未暴露 Handlers：patch/reduction/plantask 不作用于 PE，但 tool_search 工具列表拆分仍通过共享 ToolsConfig 作用于执行器。
+  # plan_execute 专用：execute↔replan 外层循环上限，0 表示 Eino 默认 10。当前实现下 Executor 会挂载 patch/reduction/tool_search 等前置中间件。
   plan_execute_loop_max_iterations: 0
   sub_agent_max_iterations: 120
   sub_agent_user_context_max_runes: 0 # 子代理 task 描述中自动注入用户原始请求的字符上限；0=默认2000，负数=禁用
@@ -87,15 +87,25 @@ multi_agent:
   # Eino ADK 中间件与 Deep/Supervisor 调参（结构体见 internal/config/config.go → MultiAgentEinoMiddlewareConfig）
   eino_middleware:
     patch_tool_calls: true # true：修补历史中无 tool_result 的悬空 tool_call（流式中断/重试后更稳）；false：关闭；字段省略时默认等同 true
-    tool_search_enable: false # true：工具数 ≥ min 时启用 tool_search，仅前 N 个工具常驻，其余按正则按需解锁，省 token、减误选；false：全量工具进上下文
+    tool_search_enable: true # true：工具数 ≥ min 时启用 tool_search，仅前 N 个工具常驻，其余按正则按需解锁，省 token、减误选；false：全量工具进上下文
     tool_search_min_tools: 20 # 达到该数量才启用 tool_search（避免工具很少时多此一举）；与 always_visible 配合使用
     tool_search_always_visible: 12 # 始终直接暴露给模型的工具个数（顺序与角色工具列表一致）；其余工具进入动态池，需 tool_search 解锁
+    tool_search_always_visible_tools: [read_file, glob, grep, write_file, edit_file, execute, task, transfer_to_agent, exit, write_todos, skill, tool_search, TaskCreate, TaskGet, TaskUpdate, TaskList, record_vulnerability, list_knowledge_risk_types, search_knowledge_base, webshell_exec, webshell_file_list, webshell_file_read, webshell_file_write, manage_webshell_list, manage_webshell_add, manage_webshell_update, manage_webshell_delete, manage_webshell_test, batch_task_list, batch_task_get, batch_task_start, batch_task_rerun, batch_task_pause, batch_task_update_metadata, batch_task_update_schedule, batch_task_schedule_enabled, batch_task_update_task, batch_task_remove_task, batch_task_delete, batch_task_create, batch_task_add_task, http-framework-test] # 后端内置常驻工具白名单（优先于 always_visible 数量策略）
     plantask_enable: false # true：主代理（Deep / Supervisor 主）挂载 TaskCreate/Get/Update/List；需 eino_skills 可用且 skills_dir 存在，否则仅打日志并跳过
     plantask_rel_dir: .eino/plantask # 结构化任务文件相对 skills_dir 的子目录，其下再按会话 ID 分子目录存放
-    reduction_enable: false # true：大工具输出截断/落盘以控上下文；依赖与 plantask 相同的 eino local 写盘后端，无后端时不挂载
+    reduction_enable: true # true：大工具输出截断/落盘以控上下文；依赖与 plantask 相同的 eino local 写盘后端，无后端时不挂载
+    reduction_max_length_for_trunc: 50000 # 单条工具结果超过该字符数（bytes）时截断并落盘（由 reduction 中间件处理）
+    reduction_max_tokens_for_clear: 160000 # 历史工具结果清理阈值（tokens），超阈值时在模型调用前清理旧结果
     reduction_root_dir: "" # 非空：截断/清理内容落盘根路径；空：使用系统临时目录下按会话隔离的默认路径
     reduction_clear_exclude: [] # 不参与「清理阶段」的工具名额外列表（会与 task/transfer/exit 等内置排除项合并）；需要时用 YAML 列表填写
-    reduction_sub_agents: false # true：子代理也挂 reduction；false：仅编排主代理使用 reduction
+    reduction_sub_agents: true # true：子代理也挂 reduction；false：仅编排主代理使用 reduction
+    summarization_trigger_ratio: 0.8 # summarization 触发比例（max_total_tokens * ratio），建议 0.75~0.85
+    summarization_emit_internal_events: true # true：发出 summarization 内部事件（便于诊断）
+    history_input_budget_ratio: 0.35 # 历史入队预算比例（max_total_tokens * ratio）
+    plan_execute_user_input_budget_ratio: 0.35 # plan_execute 中 userInput 预算比例（planner/replanner/executor 共用）
+    plan_execute_executed_steps_budget_ratio: 0.2 # plan_execute 中 executed_steps 预算比例
+    plan_execute_max_step_result_runes: 4000 # plan_execute 每步结果最大字符数（超出截断）
+    plan_execute_keep_last_steps: 8 # plan_execute 仅保留最近 N 步正文，早期步骤折叠为标题
     checkpoint_dir: "" # 非空：为 adk.NewRunner 启用按会话子目录的文件型 CheckPointStore，便于中断恢复持久化；Resume 的 HTTP/前端流程需另行对接
     deep_output_key: "" # 非空：将最终助手输出写入 adk session 的键名（Deep 与 Supervisor 主代理）；空表示不写入
     deep_model_retry_max_retries: 0 # >0：ChatModel 调用失败时的框架级最大重试次数（Deep 与 Supervisor 主）；0：不重试

internal/agent/agent.go

@@ -39,6 +39,7 @@ type Agent struct {
 	toolNameMapping       map[string]string // 工具名称映射：OpenAI格式 -> 原始格式（用于外部MCP工具）
 	currentConversationID string            // 当前对话ID（用于自动传递给工具）
 	promptBaseDir         string            // 解析 system_prompt_path 时相对路径的基准目录（通常为 config.yaml 所在目录）
+	toolDescriptionMode   string            // 工具描述模式: "short" | "full"，默认 short
 }
 
 // ResultStorage 结果存储接口（直接使用 storage 包的类型）
@@ -162,6 +163,7 @@ func NewAgent(cfg *config.OpenAIConfig, agentCfg *config.AgentConfig, mcpServer
 		resultStorage:        resultStorage,
 		largeResultThreshold: largeResultThreshold,
 		toolNameMapping:      make(map[string]string), // 初始化工具名称映射
+		toolDescriptionMode:  "short",
 	}
 }
 
@@ -338,8 +340,8 @@ func (fc *FunctionCall) UnmarshalJSON(data []byte) error {
 type AgentLoopResult struct {
 	Response             string
 	MCPExecutionIDs      []string
-	LastReActInput  string // 最后一轮ReAct的输入（压缩后的messages，JSON格式）
+	LastAgentTraceInput  string // 最后一轮代理消息轨迹（压缩后的 messages，JSON；与 multiagent.RunResult 字段对齐）
-	LastReActOutput string // 最终大模型的输出
+	LastAgentTraceOutput string // 最终助手输出文本
 }
 
 // ProgressCallback 进度回调函数类型
@@ -471,7 +473,7 @@ func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, his
 	}
 
 	// 用于保存当前的messages，以便在异常情况下也能保存ReAct输入
-	var currentReActInput string
+	var currentAgentTraceInput string
 
 	maxIterations := a.maxIterations
 	thinkingStreamSeq := 0
@@ -490,9 +492,9 @@ func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, his
 		if err != nil {
 			a.logger.Warn("序列化ReAct输入失败", zap.Error(err))
 		} else {
-			currentReActInput = string(messagesJSON)
+			currentAgentTraceInput = string(messagesJSON)
 			// 更新result中的值，确保始终保存最新的ReAct输入（压缩后的）
-			result.LastReActInput = currentReActInput
+			result.LastAgentTraceInput = currentAgentTraceInput
 		}
 
 		// 检查上下文是否已取消
@@ -500,13 +502,13 @@ func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, his
 		case <-ctx.Done():
 			// 上下文被取消（可能是用户主动暂停或其他原因）
 			a.logger.Info("检测到上下文取消，保存当前ReAct数据", zap.Error(ctx.Err()))
-			result.LastReActInput = currentReActInput
+			result.LastAgentTraceInput = currentAgentTraceInput
 			if ctx.Err() == context.Canceled {
 				result.Response = "任务已被取消。"
 			} else {
 				result.Response = fmt.Sprintf("任务执行中断: %v", ctx.Err())
 			}
-			result.LastReActOutput = result.Response
+			result.LastAgentTraceOutput = result.Response
 			return result, ctx.Err()
 		default:
 		}
@@ -600,10 +602,10 @@ func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, his
 		})
 		if err != nil {
 			// API调用失败，保存当前的ReAct输入和错误信息作为输出
-			result.LastReActInput = currentReActInput
+			result.LastAgentTraceInput = currentAgentTraceInput
 			errorMsg := fmt.Sprintf("调用OpenAI失败: %v", err)
 			result.Response = errorMsg
-			result.LastReActOutput = errorMsg
+			result.LastAgentTraceOutput = errorMsg
 			a.logger.Warn("OpenAI调用失败，已保存ReAct数据", zap.Error(err))
 			return result, fmt.Errorf("调用OpenAI失败: %w", err)
 		}
@@ -629,19 +631,19 @@ func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, his
 				continue
 			}
 			// OpenAI返回错误，保存当前的ReAct输入和错误信息作为输出
-			result.LastReActInput = currentReActInput
+			result.LastAgentTraceInput = currentAgentTraceInput
 			errorMsg := fmt.Sprintf("OpenAI错误: %s", response.Error.Message)
 			result.Response = errorMsg
-			result.LastReActOutput = errorMsg
+			result.LastAgentTraceOutput = errorMsg
 			return result, fmt.Errorf("OpenAI错误: %s", response.Error.Message)
 		}
 
 		if len(response.Choices) == 0 {
 			// 没有收到响应，保存当前的ReAct输入和错误信息作为输出
-			result.LastReActInput = currentReActInput
+			result.LastAgentTraceInput = currentAgentTraceInput
 			errorMsg := "没有收到响应"
 			result.Response = errorMsg
-			result.LastReActOutput = errorMsg
+			result.LastAgentTraceOutput = errorMsg
 			return result, fmt.Errorf("没有收到响应")
 		}
 
@@ -816,7 +818,7 @@ func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, his
 				})
 				if strings.TrimSpace(streamText) != "" {
 					result.Response = streamText
-					result.LastReActOutput = result.Response
+					result.LastAgentTraceOutput = result.Response
 					sendProgress("progress", "总结生成完成", nil)
 					return result, nil
 				}
@@ -863,14 +865,14 @@ func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, his
 			})
 			if strings.TrimSpace(streamText) != "" {
 				result.Response = streamText
-				result.LastReActOutput = result.Response
+				result.LastAgentTraceOutput = result.Response
 				sendProgress("progress", "总结生成完成", nil)
 				return result, nil
 			}
 			// 如果获取总结失败，使用当前回复作为结果
 			if choice.Message.Content != "" {
 				result.Response = choice.Message.Content
-				result.LastReActOutput = result.Response
+				result.LastAgentTraceOutput = result.Response
 				return result, nil
 			}
 			// 如果都没有内容，跳出循环，让后续逻辑处理
@@ -881,7 +883,7 @@ func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, his
 		if choice.FinishReason == "stop" {
 			sendProgress("progress", "正在生成最终回复...", nil)
 			result.Response = choice.Message.Content
-			result.LastReActOutput = result.Response
+			result.LastAgentTraceOutput = result.Response
 			return result, nil
 		}
 	}
@@ -910,19 +912,19 @@ func (a *Agent) AgentLoopWithProgress(ctx context.Context, userInput string, his
 	})
 	if strings.TrimSpace(streamText) != "" {
 		result.Response = streamText
-		result.LastReActOutput = result.Response
+		result.LastAgentTraceOutput = result.Response
 		sendProgress("progress", "总结生成完成", nil)
 		return result, nil
 	}
 
 	// 如果无法生成总结，返回友好的提示
 	result.Response = fmt.Sprintf("已达到最大迭代次数（%d轮）。系统已执行了多轮测试，但由于达到迭代上限，无法继续自动执行。建议您查看已执行的工具结果，或提出新的测试请求以继续测试。", a.maxIterations)
-	result.LastReActOutput = result.Response
+	result.LastAgentTraceOutput = result.Response
 	return result, nil
 }
 
 // getAvailableTools 获取可用工具
-// 从MCP服务器动态获取工具列表，使用简短描述以减少token消耗
+// 从MCP服务器动态获取工具列表，描述模式由 tool_description_mode 控制
 // roleTools: 角色配置的工具列表（toolKey格式），如果为空或nil，则使用所有工具（默认角色）
 func (a *Agent) getAvailableTools(roleTools []string) []Tool {
 	// 构建角色工具集合（用于快速查找）
@@ -946,11 +948,7 @@ func (a *Agent) getAvailableTools(roleTools []string) []Tool {
 				continue // 不在角色工具列表中，跳过
 			}
 		}
-		// 使用简短描述（如果存在），否则使用详细描述
+		description := a.pickToolDescription(mcpTool.ShortDescription, mcpTool.Description)
-		description := mcpTool.ShortDescription
-		if description == "" {
-			description = mcpTool.Description
-		}
 
 		// 转换schema中的类型为OpenAI标准类型
 		convertedSchema := a.convertSchemaTypes(mcpTool.InputSchema)
@@ -1024,11 +1022,7 @@ func (a *Agent) getAvailableTools(roleTools []string) []Tool {
 					continue
 				}
 
-				// 使用简短描述（如果存在），否则使用详细描述
+				description := a.pickToolDescription(externalTool.ShortDescription, externalTool.Description)
-				description := externalTool.ShortDescription
-				if description == "" {
-					description = externalTool.Description
-				}
 
 				// 转换schema中的类型为OpenAI标准类型
 				convertedSchema := a.convertSchemaTypes(externalTool.InputSchema)
@@ -1063,6 +1057,19 @@ func (a *Agent) getAvailableTools(roleTools []string) []Tool {
 	return tools
 }
 
+func (a *Agent) pickToolDescription(shortDesc, fullDesc string) string {
+	a.mu.RLock()
+	mode := strings.TrimSpace(strings.ToLower(a.toolDescriptionMode))
+	a.mu.RUnlock()
+	if mode == "full" {
+		return fullDesc
+	}
+	if shortDesc != "" {
+		return shortDesc
+	}
+	return fullDesc
+}
+
 // convertSchemaTypes 递归转换schema中的类型为OpenAI标准类型
 func (a *Agent) convertSchemaTypes(schema map[string]interface{}) map[string]interface{} {
 	if schema == nil {
@@ -1665,6 +1672,18 @@ func (a *Agent) UpdateMaxIterations(maxIterations int) {
 	}
 }
 
+// UpdateToolDescriptionMode 更新工具描述模式（short/full）
+func (a *Agent) UpdateToolDescriptionMode(mode string) {
+	a.mu.Lock()
+	defer a.mu.Unlock()
+	mode = strings.TrimSpace(strings.ToLower(mode))
+	if mode != "full" {
+		mode = "short"
+	}
+	a.toolDescriptionMode = mode
+	a.logger.Info("Agent工具描述模式已更新", zap.String("tool_description_mode", mode))
+}
+
 // formatToolError 格式化工具错误信息，提供更友好的错误描述
 func (a *Agent) formatToolError(toolName string, args map[string]interface{}, err error) string {
 	errorMsg := fmt.Sprintf(`工具执行失败

internal/agent/agent_test.go

@@ -283,4 +283,3 @@ func TestAgent_NewAgent_CustomConfig(t *testing.T) {
 		t.Errorf("阈值不匹配。期望: %d, 实际: %d", 100*1024, threshold)
 	}
 }
-

internal/agent/default_single_system_prompt.go

@@ -91,6 +91,20 @@ func DefaultSingleAgentSystemPrompt() string {
 
 当工具返回错误时，错误信息会包含在工具响应中，请仔细阅读并做出合理的决策。
 
+## 结束条件与停止约束
+
+- 在「未完成用户目标」前，不得输出纯计划/纯建议式结论并结束本轮；必须继续给出可执行下一步，并优先通过工具验证。
+- 若你准备结束回答，先执行一次自检：
+  1) 是否已有可验证证据支撑“任务完成/无法继续”的结论；
+  2) 是否至少尝试过当前路径的合理替代（参数、路径、方法、入口）；
+  3) 是否仍存在可执行且低成本的下一步验证动作。
+- 仅当满足以下任一条件时，才允许输出最终收尾：
+  1) 已达到用户目标并给出证据；
+  2) 达到明确边界（超时、权限、目标不可达、工具不可用且无替代），并清楚说明阻断点与已尝试项；
+  3) 用户明确要求停止。
+- 若最近一步得到 404/空结果/无效响应，不得直接结束；至少再进行一次“同目标不同策略”的验证（如变更路径、参数、请求方法、上下文来源）。
+- 避免无效空转：同一工具+同类参数连续失败 3 次后，必须切换策略（改工具、改入口、改假设）并说明切换原因。
+
 ## 漏洞记录
 
 发现有效漏洞时，必须使用 ` + builtin.ToolRecordVulnerability + ` 记录：标题、描述、严重程度、类型、目标、证明（POC）、影响、修复建议。

internal/app/app.go

@@ -133,6 +133,7 @@ func New(cfg *config.Config, log *logger.Logger) (*App, error) {
 		maxIterations = 30 // 默认值
 	}
 	agent := agent.NewAgent(&cfg.OpenAI, &cfg.Agent, mcpServer, externalMCPMgr, log.Logger, maxIterations)
+	agent.UpdateToolDescriptionMode(cfg.Security.ToolDescriptionMode)
 
 	// 设置结果存储到Agent
 	agent.SetResultStorage(resultStorage)
@@ -901,6 +902,8 @@ func setupRoutes(
 
 		// 漏洞管理
 		protected.GET("/vulnerabilities", vulnerabilityHandler.ListVulnerabilities)
+		protected.GET("/vulnerabilities/export", vulnerabilityHandler.ExportVulnerabilities)
+		protected.GET("/vulnerabilities/filter-options", vulnerabilityHandler.GetVulnerabilityFilterOptions)
 		protected.GET("/vulnerabilities/stats", vulnerabilityHandler.GetVulnerabilityStats)
 		protected.GET("/vulnerabilities/:id", vulnerabilityHandler.GetVulnerability)
 		protected.POST("/vulnerabilities", vulnerabilityHandler.CreateVulnerability)

internal/attackchain/builder.go

@@ -145,7 +145,7 @@ func (b *Builder) BuildChainFromConversation(ctx context.Context, conversationID
 	}
 
 	// 1. 优先尝试从数据库获取保存的最后一轮ReAct输入和输出
-	reactInputJSON, modelOutput, err := b.db.GetReActData(conversationID)
+	reactInputJSON, modelOutput, err := b.db.GetAgentTrace(conversationID)
 	if err != nil {
 		b.logger.Warn("获取保存的ReAct数据失败，将使用消息历史构建", zap.Error(err))
 		// 继续使用原来的逻辑
@@ -170,7 +170,7 @@ func (b *Builder) BuildChainFromConversation(ctx context.Context, conversationID
 			messageCount = len(tempMessages)
 		}
 
-		dataSource = "database_last_react_input"
+		dataSource = "database_last_agent_trace"
 		b.logger.Info("使用保存的ReAct数据构建攻击链",
 			zap.String("conversationId", conversationID),
 			zap.String("dataSource", dataSource),
@@ -183,7 +183,7 @@ func (b *Builder) BuildChainFromConversation(ctx context.Context, conversationID
 		// userInput = b.extractUserInputFromReActInput(reactInputJSON)
 
 		// 将JSON格式的messages转换为可读格式
-		reactInputFinal = b.formatReActInputFromJSON(reactInputJSON)
+		reactInputFinal = b.formatAgentTraceInputFromJSON(reactInputJSON)
 	} else {
 		// 2. 如果没有保存的ReAct数据，从对话消息构建
 		dataSource = "messages_table"
@@ -201,7 +201,7 @@ func (b *Builder) BuildChainFromConversation(ctx context.Context, conversationID
 		}
 
 		// 提取最后一轮ReAct的输入（历史消息+当前用户输入）
-		reactInputFinal = b.buildReActInput(messages)
+		reactInputFinal = b.buildAgentTraceInput(messages)
 
 		// 提取大模型最后的输出（最后一条assistant消息）
 		for i := len(messages) - 1; i >= 0; i-- {
@@ -212,7 +212,7 @@ func (b *Builder) BuildChainFromConversation(ctx context.Context, conversationID
 		}
 	}
 
-	// 多代理：保存的 last_react_input 可能仅为首轮用户消息，不含工具轨迹；补充最后一轮助手的过程详情（与单代理「最后一轮 ReAct」对齐）
+	// 多代理：保存的轨迹列可能仅为首轮用户消息，不含工具轨迹；补充最后一轮助手的过程详情（与单代理完整轨迹对齐）
 	hasMCPOnAssistant := false
 	var lastAssistantID string
 	for i := len(messages) - 1; i >= 0; i-- {
@@ -320,7 +320,7 @@ func (b *Builder) formatProcessDetailsForAttackChain(details []database.ProcessD
 		}
 
 		// 1) 编排器的工具调用/结果：保留（这是“主 agent 调了什么工具”）
-		if (d.EventType == "tool_call" || d.EventType == "tool_result" || d.EventType == "tool_calls_detected" || d.EventType == "iteration" || d.EventType == "eino_recovery") && einoRole == "orchestrator" {
+		if (d.EventType == "tool_call" || d.EventType == "tool_result" || d.EventType == "tool_calls_detected" || d.EventType == "iteration") && einoRole == "orchestrator" {
 			sb.WriteString("[")
 			sb.WriteString(d.EventType)
 			sb.WriteString("] ")
@@ -366,8 +366,8 @@ func (b *Builder) formatProcessDetailsForAttackChain(details []database.ProcessD
 	return strings.TrimSpace(sb.String())
 }
 
-// buildReActInput 构建最后一轮ReAct的输入（历史消息+当前用户输入）
+// buildAgentTraceInput 构建最后一轮ReAct的输入（历史消息+当前用户输入）
-func (b *Builder) buildReActInput(messages []database.Message) string {
+func (b *Builder) buildAgentTraceInput(messages []database.Message) string {
 	var builder strings.Builder
 	for _, msg := range messages {
 		builder.WriteString(fmt.Sprintf("[%s]: %s\n\n", msg.Role, msg.Content))
@@ -396,8 +396,8 @@ func (b *Builder) buildReActInput(messages []database.Message) string {
 // 	return ""
 // }
 
-// formatReActInputFromJSON 将JSON格式的messages数组转换为可读的字符串格式
+// formatAgentTraceInputFromJSON 将JSON格式的messages数组转换为可读的字符串格式
-func (b *Builder) formatReActInputFromJSON(reactInputJSON string) string {
+func (b *Builder) formatAgentTraceInputFromJSON(reactInputJSON string) string {
 	var messages []map[string]interface{}
 	if err := json.Unmarshal([]byte(reactInputJSON), &messages); err != nil {
 		b.logger.Warn("解析ReAct输入JSON失败", zap.Error(err))

internal/config/config.go

@@ -72,6 +72,8 @@ type MultiAgentEinoMiddlewareConfig struct {
 	ToolSearchEnable        bool `yaml:"tool_search_enable,omitempty" json:"tool_search_enable,omitempty"`
 	ToolSearchMinTools      int  `yaml:"tool_search_min_tools,omitempty" json:"tool_search_min_tools,omitempty"`           // default 20; applies when len(tools) >= this
 	ToolSearchAlwaysVisible int  `yaml:"tool_search_always_visible,omitempty" json:"tool_search_always_visible,omitempty"` // default 12; first N tools stay always visible
+	// ToolSearchAlwaysVisibleTools keeps specified tool names always visible (never hidden by tool_search).
+	ToolSearchAlwaysVisibleTools []string `yaml:"tool_search_always_visible_tools,omitempty" json:"tool_search_always_visible_tools,omitempty"`
 	// Plantask adds TaskCreate/Get/Update/List (file-backed under skills dir); requires eino_skills + local backend.
 	PlantaskEnable bool `yaml:"plantask_enable,omitempty" json:"plantask_enable,omitempty"`
 	// PlantaskRelDir relative to skills_dir for per-conversation task boards (default .eino/plantask).
@@ -79,8 +81,24 @@ type MultiAgentEinoMiddlewareConfig struct {
 	// Reduction truncates/offloads large tool outputs (requires eino local backend for Write).
 	ReductionEnable       bool     `yaml:"reduction_enable,omitempty" json:"reduction_enable,omitempty"`
 	ReductionRootDir      string   `yaml:"reduction_root_dir,omitempty" json:"reduction_root_dir,omitempty"` // default: os temp + conversation id
+	ReductionMaxLengthForTrunc int `yaml:"reduction_max_length_for_trunc,omitempty" json:"reduction_max_length_for_trunc,omitempty"` // default 12000
+	ReductionMaxTokensForClear int `yaml:"reduction_max_tokens_for_clear,omitempty" json:"reduction_max_tokens_for_clear,omitempty"` // default 50000
 	ReductionClearExclude []string `yaml:"reduction_clear_exclude,omitempty" json:"reduction_clear_exclude,omitempty"`
 	ReductionSubAgents    bool     `yaml:"reduction_sub_agents,omitempty" json:"reduction_sub_agents,omitempty"` // also attach to sub-agents
+	// SummarizationTriggerRatio controls summarization trigger threshold as max_total_tokens * ratio (default 0.8).
+	SummarizationTriggerRatio float64 `yaml:"summarization_trigger_ratio,omitempty" json:"summarization_trigger_ratio,omitempty"`
+	// SummarizationEmitInternalEvents controls middleware internal event emission (default true).
+	SummarizationEmitInternalEvents *bool `yaml:"summarization_emit_internal_events,omitempty" json:"summarization_emit_internal_events,omitempty"`
+	// HistoryInputBudgetRatio caps pre-agent history tokens as max_total_tokens * ratio (default 0.35).
+	HistoryInputBudgetRatio float64 `yaml:"history_input_budget_ratio,omitempty" json:"history_input_budget_ratio,omitempty"`
+	// PlanExecuteUserInputBudgetRatio caps planner/replanner/executor userInput prompt budget ratio (default 0.35).
+	PlanExecuteUserInputBudgetRatio float64 `yaml:"plan_execute_user_input_budget_ratio,omitempty" json:"plan_execute_user_input_budget_ratio,omitempty"`
+	// PlanExecuteExecutedStepsBudgetRatio caps executed_steps prompt budget ratio (default 0.2).
+	PlanExecuteExecutedStepsBudgetRatio float64 `yaml:"plan_execute_executed_steps_budget_ratio,omitempty" json:"plan_execute_executed_steps_budget_ratio,omitempty"`
+	// PlanExecuteMaxStepResultRunes caps each executed step result length for prompt view (default 4000).
+	PlanExecuteMaxStepResultRunes int `yaml:"plan_execute_max_step_result_runes,omitempty" json:"plan_execute_max_step_result_runes,omitempty"`
+	// PlanExecuteKeepLastSteps keeps only the tail steps in prompt view (default 8).
+	PlanExecuteKeepLastSteps int `yaml:"plan_execute_keep_last_steps,omitempty" json:"plan_execute_keep_last_steps,omitempty"`
 	// CheckpointDir when non-empty enables adk.Runner CheckPointStore (file-backed) for interrupt/resume persistence.
 	CheckpointDir string `yaml:"checkpoint_dir,omitempty" json:"checkpoint_dir,omitempty"`
 	// DeepOutputKey passed to deep.Config OutputKey (session final text); empty = off.
@@ -91,6 +109,97 @@ type MultiAgentEinoMiddlewareConfig struct {
 	TaskToolDescriptionPrefix string `yaml:"task_tool_description_prefix,omitempty" json:"task_tool_description_prefix,omitempty"`
 }
 
+func (c MultiAgentEinoMiddlewareConfig) SummarizationTriggerRatioEffective() float64 {
+	v := c.SummarizationTriggerRatio
+	if v <= 0 {
+		return 0.8
+	}
+	if v < 0.5 {
+		return 0.5
+	}
+	if v > 0.95 {
+		return 0.95
+	}
+	return v
+}
+
+func (c MultiAgentEinoMiddlewareConfig) SummarizationEmitInternalEventsEffective() bool {
+	if c.SummarizationEmitInternalEvents != nil {
+		return *c.SummarizationEmitInternalEvents
+	}
+	return true
+}
+
+func (c MultiAgentEinoMiddlewareConfig) HistoryInputBudgetRatioEffective() float64 {
+	v := c.HistoryInputBudgetRatio
+	if v <= 0 {
+		return 0.35
+	}
+	if v < 0.15 {
+		return 0.15
+	}
+	if v > 0.6 {
+		return 0.6
+	}
+	return v
+}
+
+func (c MultiAgentEinoMiddlewareConfig) PlanExecuteUserInputBudgetRatioEffective() float64 {
+	v := c.PlanExecuteUserInputBudgetRatio
+	if v <= 0 {
+		return 0.35
+	}
+	if v < 0.1 {
+		return 0.1
+	}
+	if v > 0.6 {
+		return 0.6
+	}
+	return v
+}
+
+func (c MultiAgentEinoMiddlewareConfig) PlanExecuteExecutedStepsBudgetRatioEffective() float64 {
+	v := c.PlanExecuteExecutedStepsBudgetRatio
+	if v <= 0 {
+		return 0.2
+	}
+	if v < 0.08 {
+		return 0.08
+	}
+	if v > 0.5 {
+		return 0.5
+	}
+	return v
+}
+
+func (c MultiAgentEinoMiddlewareConfig) PlanExecuteMaxStepResultRunesEffective() int {
+	if c.PlanExecuteMaxStepResultRunes > 0 {
+		return c.PlanExecuteMaxStepResultRunes
+	}
+	return 4000
+}
+
+func (c MultiAgentEinoMiddlewareConfig) PlanExecuteKeepLastStepsEffective() int {
+	if c.PlanExecuteKeepLastSteps > 0 {
+		return c.PlanExecuteKeepLastSteps
+	}
+	return 8
+}
+
+func (c MultiAgentEinoMiddlewareConfig) ReductionMaxLengthForTruncEffective() int {
+	if c.ReductionMaxLengthForTrunc > 0 {
+		return c.ReductionMaxLengthForTrunc
+	}
+	return 12000
+}
+
+func (c MultiAgentEinoMiddlewareConfig) ReductionMaxTokensForClearEffective() int {
+	if c.ReductionMaxTokensForClear > 0 {
+		return c.ReductionMaxTokensForClear
+	}
+	return 50000
+}
+
 // MultiAgentEinoSkillsConfig toggles Eino official skill progressive disclosure and host filesystem tools.
 type MultiAgentEinoSkillsConfig struct {
 	// Disable skips skill middleware (and does not attach local FS tools for Deep).
@@ -137,6 +246,8 @@ type MultiAgentPublic struct {
 	SubAgentCount                int    `json:"sub_agent_count"`
 	Orchestration                string `json:"orchestration,omitempty"`
 	PlanExecuteLoopMaxIterations int    `json:"plan_execute_loop_max_iterations"`
+	ToolSearchAlwaysVisibleTools []string `json:"tool_search_always_visible_tools,omitempty"`
+	ToolSearchAlwaysVisibleEffectiveTools []string `json:"tool_search_always_visible_effective_tools,omitempty"`
 }
 
 // NormalizeMultiAgentOrchestration 返回 deep、plan_execute 或 supervisor。
@@ -158,6 +269,7 @@ type MultiAgentAPIUpdate struct {
 	RobotUseMultiAgent           bool `json:"robot_use_multi_agent"`
 	BatchUseMultiAgent           bool `json:"batch_use_multi_agent"`
 	PlanExecuteLoopMaxIterations *int `json:"plan_execute_loop_max_iterations,omitempty"`
+	ToolSearchAlwaysVisibleTools []string `json:"tool_search_always_visible_tools,omitempty"`
 }
 
 // RobotsConfig 机器人配置（企业微信、钉钉、飞书等）

internal/database/attackchain.go

@@ -165,4 +165,3 @@ func (db *DB) DeleteAttackChain(conversationID string) error {
 
 	return nil
 }
-

internal/database/conversation.go

@@ -4,6 +4,8 @@ import (
 	"database/sql"
 	"encoding/json"
 	"fmt"
+	"os"
+	"path/filepath"
 	"strings"
 	"time"
 
@@ -416,25 +418,34 @@ func (db *DB) DeleteConversation(id string) error {
 	if err != nil {
 		return fmt.Errorf("删除对话失败: %w", err)
 	}
+	// Best-effort cleanup for conversation-scoped filesystem artifacts
+	// (e.g., summarization transcript, reduction/checkpoint files under conversation_artifacts/<id>).
+	if base := strings.TrimSpace(db.conversationArtifactsDir); base != "" {
+		artDir := filepath.Join(base, id)
+		if rmErr := os.RemoveAll(artDir); rmErr != nil {
+			db.logger.Warn("删除会话 artifacts 目录失败", zap.String("conversationId", id), zap.String("dir", artDir), zap.Error(rmErr))
+		}
+	}
 
 	db.logger.Info("对话及其所有相关数据已删除", zap.String("conversationId", id))
 	return nil
 }
 
-// SaveReActData 保存最后一轮ReAct的输入和输出
+// SaveAgentTrace 保存最后一轮代理消息轨迹与助手输出摘要。
-func (db *DB) SaveReActData(conversationID, reactInput, reactOutput string) error {
+// SQLite 列名仍为 last_react_input / last_react_output，与历史库表兼容；语义上为「全模式代理轨迹」，非仅 ReAct。
+func (db *DB) SaveAgentTrace(conversationID, traceInputJSON, assistantOutput string) error {
 	_, err := db.Exec(
 		"UPDATE conversations SET last_react_input = ?, last_react_output = ?, updated_at = ? WHERE id = ?",
-		reactInput, reactOutput, time.Now(), conversationID,
+		traceInputJSON, assistantOutput, time.Now(), conversationID,
 	)
 	if err != nil {
-		return fmt.Errorf("保存ReAct数据失败: %w", err)
+		return fmt.Errorf("保存代理轨迹失败: %w", err)
 	}
 	return nil
 }
 
-// GetReActData 获取最后一轮ReAct的输入和输出
+// GetAgentTrace 读取 conversations 中保存的代理轨迹（列名 last_react_*）。
-func (db *DB) GetReActData(conversationID string) (reactInput, reactOutput string, err error) {
+func (db *DB) GetAgentTrace(conversationID string) (traceInputJSON, assistantOutput string, err error) {
 	var input, output sql.NullString
 	err = db.QueryRow(
 		"SELECT last_react_input, last_react_output FROM conversations WHERE id = ?",
@@ -444,17 +455,17 @@ func (db *DB) GetReActData(conversationID string) (reactInput, reactOutput strin
 		if err == sql.ErrNoRows {
 			return "", "", fmt.Errorf("对话不存在")
 		}
-		return "", "", fmt.Errorf("获取ReAct数据失败: %w", err)
+		return "", "", fmt.Errorf("获取代理轨迹失败: %w", err)
 	}
 
 	if input.Valid {
-		reactInput = input.String
+		traceInputJSON = input.String
 	}
 	if output.Valid {
-		reactOutput = output.String
+		assistantOutput = output.String
 	}
 
-	return reactInput, reactOutput, nil
+	return traceInputJSON, assistantOutput, nil
 }
 
 // ConversationHasToolProcessDetails 对话是否存在已落库的工具调用/结果（用于多代理等场景下 MCP execution id 未汇总时的攻击链判定）。

internal/database/database.go

@@ -3,6 +3,8 @@ package database
 import (
 	"database/sql"
 	"fmt"
+	"os"
+	"path/filepath"
 	"strings"
 	"time"
 
@@ -22,6 +24,7 @@ func configureDBPool(db *sql.DB) {
 type DB struct {
 	*sql.DB
 	logger                   *zap.Logger
+	conversationArtifactsDir string
 }
 
 // NewDB 创建数据库连接
@@ -41,6 +44,13 @@ func NewDB(dbPath string, logger *zap.Logger) (*DB, error) {
 		DB:     db,
 		logger: logger,
 	}
+	// Keep conversation-scoped artifacts near database files, so cleanup can follow conversation lifecycle.
+	baseDir := filepath.Join(filepath.Dir(dbPath), "conversation_artifacts")
+	if mkErr := os.MkdirAll(baseDir, 0o755); mkErr == nil {
+		database.conversationArtifactsDir = baseDir
+	} else if logger != nil {
+		logger.Warn("创建 conversation artifacts 目录失败", zap.String("dir", baseDir), zap.Error(mkErr))
+	}
 
 	// 初始化表
 	if err := database.initTables(); err != nil {
@@ -52,7 +62,7 @@ func NewDB(dbPath string, logger *zap.Logger) (*DB, error) {
 
 // initTables 初始化数据库表
 func (db *DB) initTables() error {
-	// 创建对话表
+	// 创建对话表（last_react_input / last_react_output 存「代理消息轨迹」JSON 与助手摘要，列名保留以兼容已有库）
 	createConversationsTable := `
 	CREATE TABLE IF NOT EXISTS conversations (
 		id TEXT PRIMARY KEY,
@@ -197,6 +207,8 @@ func (db *DB) initTables() error {
 	CREATE TABLE IF NOT EXISTS vulnerabilities (
 		id TEXT PRIMARY KEY,
 		conversation_id TEXT NOT NULL,
+		conversation_tag TEXT,
+		task_tag TEXT,
 		title TEXT NOT NULL,
 		description TEXT,
 		severity TEXT NOT NULL,
@@ -289,6 +301,8 @@ func (db *DB) initTables() error {
 	CREATE INDEX IF NOT EXISTS idx_conversation_group_mappings_group ON conversation_group_mappings(group_id);
 	CREATE INDEX IF NOT EXISTS idx_conversations_pinned ON conversations(pinned);
 	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_conversation_id ON vulnerabilities(conversation_id);
+	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_conversation_tag ON vulnerabilities(conversation_tag);
+	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_task_tag ON vulnerabilities(task_tag);
 	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_severity ON vulnerabilities(severity);
 	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_status ON vulnerabilities(status);
 	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_created_at ON vulnerabilities(created_at);
@@ -383,6 +397,10 @@ func (db *DB) initTables() error {
 		db.logger.Warn("迁移batch_task_queues表失败", zap.Error(err))
 		// 不返回错误，允许继续运行
 	}
+	if err := db.migrateVulnerabilitiesTable(); err != nil {
+		db.logger.Warn("迁移vulnerabilities表失败", zap.Error(err))
+		// 不返回错误，允许继续运行
+	}
 
 	if _, err := db.Exec(createIndexes); err != nil {
 		return fmt.Errorf("创建索引失败: %w", err)
@@ -683,6 +701,37 @@ func (db *DB) migrateBatchTaskQueuesTable() error {
 	return nil
 }
 
+// migrateVulnerabilitiesTable 迁移 vulnerabilities 表，补充标签字段
+func (db *DB) migrateVulnerabilitiesTable() error {
+	columns := []struct {
+		name string
+		stmt string
+	}{
+		{name: "conversation_tag", stmt: "ALTER TABLE vulnerabilities ADD COLUMN conversation_tag TEXT"},
+		{name: "task_tag", stmt: "ALTER TABLE vulnerabilities ADD COLUMN task_tag TEXT"},
+	}
+
+	for _, col := range columns {
+		var count int
+		err := db.QueryRow("SELECT COUNT(*) FROM pragma_table_info('vulnerabilities') WHERE name=?", col.name).Scan(&count)
+		if err != nil {
+			if _, addErr := db.Exec(col.stmt); addErr != nil {
+				errMsg := strings.ToLower(addErr.Error())
+				if !strings.Contains(errMsg, "duplicate column") && !strings.Contains(errMsg, "already exists") {
+					db.logger.Warn("添加vulnerabilities字段失败", zap.String("field", col.name), zap.Error(addErr))
+				}
+			}
+			continue
+		}
+		if count == 0 {
+			if _, addErr := db.Exec(col.stmt); addErr != nil {
+				db.logger.Warn("添加vulnerabilities字段失败", zap.String("field", col.name), zap.Error(addErr))
+			}
+		}
+	}
+	return nil
+}
+
 // NewKnowledgeDB 创建知识库数据库连接（只包含知识库相关的表）
 func NewKnowledgeDB(dbPath string, logger *zap.Logger) (*DB, error) {
 	sqlDB, err := sql.Open("sqlite3", dbPath+"?_journal_mode=WAL&_foreign_keys=1&_busy_timeout=5000&_synchronous=NORMAL")

internal/database/vulnerability.go

@@ -13,6 +13,10 @@ import (
 type Vulnerability struct {
 	ID              string    `json:"id"`
 	ConversationID  string    `json:"conversation_id"`
+	ConversationTag string    `json:"conversation_tag,omitempty"`
+	TaskTag         string    `json:"task_tag,omitempty"`
+	TaskID          string    `json:"task_id,omitempty"`
+	TaskQueueID     string    `json:"task_queue_id,omitempty"`
 	Title           string    `json:"title"`
 	Description     string    `json:"description"`
 	Severity        string    `json:"severity"` // critical, high, medium, low, info
@@ -42,15 +46,15 @@ func (db *DB) CreateVulnerability(vuln *Vulnerability) (*Vulnerability, error) {
 
 	query := `
 		INSERT INTO vulnerabilities (
-			id, conversation_id, title, description, severity, status,
+			id, conversation_id, conversation_tag, task_tag, title, description, severity, status,
 			vulnerability_type, target, proof, impact, recommendation,
 			created_at, updated_at
-		) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+		) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
 	`
 
 	_, err := db.Exec(
 		query,
-		vuln.ID, vuln.ConversationID, vuln.Title, vuln.Description,
+		vuln.ID, vuln.ConversationID, vuln.ConversationTag, vuln.TaskTag, vuln.Title, vuln.Description,
 		vuln.Severity, vuln.Status, vuln.Type, vuln.Target,
 		vuln.Proof, vuln.Impact, vuln.Recommendation,
 		vuln.CreatedAt, vuln.UpdatedAt,
@@ -67,7 +71,9 @@ func (db *DB) GetVulnerability(id string) (*Vulnerability, error) {
 	var vuln Vulnerability
 	query := `
 		SELECT id, conversation_id, title, description, severity, status,
-		       vulnerability_type, target, proof, impact, recommendation,
+		       conversation_tag, task_tag, vulnerability_type, target, proof, impact, recommendation,
+		       COALESCE((SELECT bt.id FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id LIMIT 1), '') AS task_id,
+		       COALESCE((SELECT bt.queue_id FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id LIMIT 1), '') AS task_queue_id,
 		       created_at, updated_at
 		FROM vulnerabilities
 		WHERE id = ?
@@ -75,8 +81,9 @@ func (db *DB) GetVulnerability(id string) (*Vulnerability, error) {
 
 	err := db.QueryRow(query, id).Scan(
 		&vuln.ID, &vuln.ConversationID, &vuln.Title, &vuln.Description,
-		&vuln.Severity, &vuln.Status, &vuln.Type, &vuln.Target,
+		&vuln.Severity, &vuln.Status, &vuln.ConversationTag, &vuln.TaskTag, &vuln.Type, &vuln.Target,
 		&vuln.Proof, &vuln.Impact, &vuln.Recommendation,
+		&vuln.TaskID, &vuln.TaskQueueID,
 		&vuln.CreatedAt, &vuln.UpdatedAt,
 	)
 	if err != nil {
@@ -90,10 +97,12 @@ func (db *DB) GetVulnerability(id string) (*Vulnerability, error) {
 }
 
 // ListVulnerabilities 列出漏洞
-func (db *DB) ListVulnerabilities(limit, offset int, id, conversationID, severity, status string) ([]*Vulnerability, error) {
+func (db *DB) ListVulnerabilities(limit, offset int, id, conversationID, severity, status, taskID, conversationTag, taskTag string) ([]*Vulnerability, error) {
 	query := `
-		SELECT id, conversation_id, title, description, severity, status,
+		SELECT id, conversation_id, title, description, severity, status, conversation_tag, task_tag,
 		       vulnerability_type, target, proof, impact, recommendation,
+		       COALESCE((SELECT bt.id FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id LIMIT 1), '') AS task_id,
+		       COALESCE((SELECT bt.queue_id FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id LIMIT 1), '') AS task_queue_id,
 		       created_at, updated_at
 		FROM vulnerabilities
 		WHERE 1=1
@@ -108,6 +117,18 @@ func (db *DB) ListVulnerabilities(limit, offset int, id, conversationID, severit
 		query += " AND conversation_id = ?"
 		args = append(args, conversationID)
 	}
+	if taskID != "" {
+		query += " AND EXISTS (SELECT 1 FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id AND (bt.id = ? OR bt.queue_id = ?))"
+		args = append(args, taskID, taskID)
+	}
+	if conversationTag != "" {
+		query += " AND conversation_tag = ?"
+		args = append(args, conversationTag)
+	}
+	if taskTag != "" {
+		query += " AND task_tag = ?"
+		args = append(args, taskTag)
+	}
 	if severity != "" {
 		query += " AND severity = ?"
 		args = append(args, severity)
@@ -131,8 +152,9 @@ func (db *DB) ListVulnerabilities(limit, offset int, id, conversationID, severit
 		var vuln Vulnerability
 		err := rows.Scan(
 			&vuln.ID, &vuln.ConversationID, &vuln.Title, &vuln.Description,
-			&vuln.Severity, &vuln.Status, &vuln.Type, &vuln.Target,
+			&vuln.Severity, &vuln.Status, &vuln.ConversationTag, &vuln.TaskTag, &vuln.Type, &vuln.Target,
 			&vuln.Proof, &vuln.Impact, &vuln.Recommendation,
+			&vuln.TaskID, &vuln.TaskQueueID,
 			&vuln.CreatedAt, &vuln.UpdatedAt,
 		)
 		if err != nil {
@@ -146,7 +168,7 @@ func (db *DB) ListVulnerabilities(limit, offset int, id, conversationID, severit
 }
 
 // CountVulnerabilities 统计漏洞总数（支持筛选条件）
-func (db *DB) CountVulnerabilities(id, conversationID, severity, status string) (int, error) {
+func (db *DB) CountVulnerabilities(id, conversationID, severity, status, taskID, conversationTag, taskTag string) (int, error) {
 	query := "SELECT COUNT(*) FROM vulnerabilities WHERE 1=1"
 	args := []interface{}{}
 
@@ -158,6 +180,18 @@ func (db *DB) CountVulnerabilities(id, conversationID, severity, status string)
 		query += " AND conversation_id = ?"
 		args = append(args, conversationID)
 	}
+	if taskID != "" {
+		query += " AND EXISTS (SELECT 1 FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id AND (bt.id = ? OR bt.queue_id = ?))"
+		args = append(args, taskID, taskID)
+	}
+	if conversationTag != "" {
+		query += " AND conversation_tag = ?"
+		args = append(args, conversationTag)
+	}
+	if taskTag != "" {
+		query += " AND task_tag = ?"
+		args = append(args, taskTag)
+	}
 	if severity != "" {
 		query += " AND severity = ?"
 		args = append(args, severity)
@@ -182,7 +216,7 @@ func (db *DB) UpdateVulnerability(id string, vuln *Vulnerability) error {
 
 	query := `
 		UPDATE vulnerabilities
-		SET title = ?, description = ?, severity = ?, status = ?,
+		SET conversation_tag = ?, task_tag = ?, title = ?, description = ?, severity = ?, status = ?,
 		    vulnerability_type = ?, target = ?, proof = ?, impact = ?,
 		    recommendation = ?, updated_at = ?
 		WHERE id = ?
@@ -190,7 +224,7 @@ func (db *DB) UpdateVulnerability(id string, vuln *Vulnerability) error {
 
 	_, err := db.Exec(
 		query,
-		vuln.Title, vuln.Description, vuln.Severity, vuln.Status,
+		vuln.ConversationTag, vuln.TaskTag, vuln.Title, vuln.Description, vuln.Severity, vuln.Status,
 		vuln.Type, vuln.Target, vuln.Proof, vuln.Impact,
 		vuln.Recommendation, vuln.UpdatedAt, id,
 	)
@@ -210,18 +244,24 @@ func (db *DB) DeleteVulnerability(id string) error {
 	return nil
 }
 
-// GetVulnerabilityStats 获取漏洞统计
+// GetVulnerabilityStats 获取漏洞统计（筛选条件与 ListVulnerabilities / CountVulnerabilities 一致）
-func (db *DB) GetVulnerabilityStats(conversationID string) (map[string]interface{}, error) {
+func (db *DB) GetVulnerabilityStats(conversationID, taskID string) (map[string]interface{}, error) {
 	stats := make(map[string]interface{})
 
+	where := "WHERE 1=1"
+	args := []interface{}{}
+	if conversationID != "" {
+		where += " AND conversation_id = ?"
+		args = append(args, conversationID)
+	}
+	if taskID != "" {
+		where += " AND EXISTS (SELECT 1 FROM batch_tasks bt WHERE bt.conversation_id = vulnerabilities.conversation_id AND (bt.id = ? OR bt.queue_id = ?))"
+		args = append(args, taskID, taskID)
+	}
+
 	// 总漏洞数
 	var totalCount int
-	query := "SELECT COUNT(*) FROM vulnerabilities"
+	query := "SELECT COUNT(*) FROM vulnerabilities " + where
-	args := []interface{}{}
-	if conversationID != "" {
-		query += " WHERE conversation_id = ?"
-		args = append(args, conversationID)
-	}
 	err := db.QueryRow(query, args...).Scan(&totalCount)
 	if err != nil {
 		return nil, fmt.Errorf("获取总漏洞数失败: %w", err)
@@ -229,11 +269,7 @@ func (db *DB) GetVulnerabilityStats(conversationID string) (map[string]interface
 	stats["total"] = totalCount
 
 	// 按严重程度统计
-	severityQuery := "SELECT severity, COUNT(*) FROM vulnerabilities"
+	severityQuery := "SELECT severity, COUNT(*) FROM vulnerabilities " + where + " GROUP BY severity"
-	if conversationID != "" {
-		severityQuery += " WHERE conversation_id = ?"
-	}
-	severityQuery += " GROUP BY severity"
 
 	rows, err := db.Query(severityQuery, args...)
 	if err != nil {
@@ -253,11 +289,7 @@ func (db *DB) GetVulnerabilityStats(conversationID string) (map[string]interface
 	stats["by_severity"] = severityStats
 
 	// 按状态统计
-	statusQuery := "SELECT status, COUNT(*) FROM vulnerabilities"
+	statusQuery := "SELECT status, COUNT(*) FROM vulnerabilities " + where + " GROUP BY status"
-	if conversationID != "" {
-		statusQuery += " WHERE conversation_id = ?"
-	}
-	statusQuery += " GROUP BY status"
 
 	rows, err = db.Query(statusQuery, args...)
 	if err != nil {
@@ -279,3 +311,59 @@ func (db *DB) GetVulnerabilityStats(conversationID string) (map[string]interface
 	return stats, nil
 }
 
+// GetVulnerabilityFilterOptions 获取漏洞筛选建议项
+func (db *DB) GetVulnerabilityFilterOptions() (map[string][]string, error) {
+	collect := func(query string, args ...interface{}) ([]string, error) {
+		rows, err := db.Query(query, args...)
+		if err != nil {
+			return nil, err
+		}
+		defer rows.Close()
+		items := make([]string, 0)
+		for rows.Next() {
+			var val string
+			if err := rows.Scan(&val); err != nil {
+				continue
+			}
+			if val == "" {
+				continue
+			}
+			items = append(items, val)
+		}
+		return items, nil
+	}
+
+	vulnIDs, err := collect(`SELECT DISTINCT id FROM vulnerabilities ORDER BY created_at DESC LIMIT 500`)
+	if err != nil {
+		return nil, fmt.Errorf("查询漏洞ID建议失败: %w", err)
+	}
+	conversationIDs, err := collect(`SELECT DISTINCT conversation_id FROM vulnerabilities WHERE conversation_id <> '' ORDER BY created_at DESC LIMIT 500`)
+	if err != nil {
+		return nil, fmt.Errorf("查询会话ID建议失败: %w", err)
+	}
+	taskIDs, err := collect(`SELECT DISTINCT id FROM batch_tasks WHERE id <> '' ORDER BY rowid DESC LIMIT 500`)
+	if err != nil {
+		return nil, fmt.Errorf("查询任务ID建议失败: %w", err)
+	}
+	queueIDs, err := collect(`SELECT DISTINCT queue_id FROM batch_tasks WHERE queue_id <> '' ORDER BY rowid DESC LIMIT 500`)
+	if err != nil {
+		return nil, fmt.Errorf("查询队列ID建议失败: %w", err)
+	}
+	conversationTags, err := collect(`SELECT DISTINCT conversation_tag FROM vulnerabilities WHERE conversation_tag IS NOT NULL AND conversation_tag <> '' ORDER BY conversation_tag LIMIT 500`)
+	if err != nil {
+		return nil, fmt.Errorf("查询对话标签建议失败: %w", err)
+	}
+	taskTags, err := collect(`SELECT DISTINCT task_tag FROM vulnerabilities WHERE task_tag IS NOT NULL AND task_tag <> '' ORDER BY task_tag LIMIT 500`)
+	if err != nil {
+		return nil, fmt.Errorf("查询任务标签建议失败: %w", err)
+	}
+
+	return map[string][]string{
+		"vulnerability_ids": vulnIDs,
+		"conversation_ids":  conversationIDs,
+		"task_ids":          taskIDs,
+		"queue_ids":         queueIDs,
+		"conversation_tags": conversationTags,
+		"task_tags":         taskTags,
+	}, nil
+}

internal/einomcp/mcp_tools.go

@@ -160,17 +160,17 @@ func runMCPToolInvocation(
 }
 
 // UnknownToolReminderHandler 供 compose.ToolsNodeConfig.UnknownToolsHandler 使用：
-// 模型请求了未注册的工具名时，返回一个「可恢复」的错误，让上层 runner 触发重试与纠错提示，
+// 模型请求了未注册的工具名时，返回一个「软错误」工具结果（nil error），
-// 同时避免 UI 永远停留在“执行中”（runner 会在 recoverable 分支 flush 掉 pending 的 tool_call）。
+// 让模型在同一轮继续自我修正，避免触发 run-loop 级别的 full rerun。
 // 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
 		requested := strings.TrimSpace(name)
-		// Return a recoverable error that still carries a friendly, bilingual hint.
+		// Return a soft tool-result error so the graph keeps running and the LLM
-		// This will be caught by multiagent runner as "tool not found" and trigger a retry.
+		// can correct tool name/arguments within the same run.
-		return "", fmt.Errorf("tool %q not found: %s", requested, unknownToolReminderText(requested))
+		return ToolErrorPrefix + unknownToolReminderText(requested), nil
 	}
 }
 

internal/handler/agent.go

@@ -497,10 +497,10 @@ func (h *AgentHandler) AgentLoop(c *gin.Context) {
 		defer h.hitlManager.DeactivateConversation(conversationID)
 	}
 
-	// 优先尝试从保存的ReAct数据恢复历史上下文
+	// 优先尝试从保存的代理轨迹恢复历史上下文
-	agentHistoryMessages, err := h.loadHistoryFromReActData(conversationID)
+	agentHistoryMessages, err := h.loadHistoryFromAgentTrace(conversationID)
 	if err != nil {
-		h.logger.Warn("从ReAct数据加载历史消息失败，使用消息表", zap.Error(err))
+		h.logger.Warn("从代理轨迹加载历史消息失败，使用消息表", zap.Error(err))
 		// 回退到使用数据库消息表
 		historyMessages, err := h.db.GetMessages(conversationID)
 		if err != nil {
@@ -518,7 +518,7 @@ func (h *AgentHandler) AgentLoop(c *gin.Context) {
 			h.logger.Info("从消息表加载历史消息", zap.Int("count", len(agentHistoryMessages)))
 		}
 	} else {
-		h.logger.Info("从ReAct数据恢复历史上下文", zap.Int("count", len(agentHistoryMessages)))
+		h.logger.Info("从代理轨迹恢复历史上下文", zap.Int("count", len(agentHistoryMessages)))
 	}
 
 	// 校验附件数量（非流式）
@@ -613,12 +613,12 @@ func (h *AgentHandler) AgentLoop(c *gin.Context) {
 	if err != nil {
 		h.logger.Error("Agent Loop执行失败", zap.Error(err))
 
-		// 即使执行失败，也尝试保存ReAct数据（如果result中有）
+		// 即使执行失败，也尝试保存代理轨迹（如果 result 中有）
-		if result != nil && (result.LastReActInput != "" || result.LastReActOutput != "") {
+		if result != nil && (result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "") {
-			if saveErr := h.db.SaveReActData(conversationID, result.LastReActInput, result.LastReActOutput); saveErr != nil {
+			if saveErr := h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); saveErr != nil {
-				h.logger.Warn("保存失败任务的ReAct数据失败", zap.Error(saveErr))
+				h.logger.Warn("保存失败任务的代理轨迹失败", zap.Error(saveErr))
 			} else {
-				h.logger.Info("已保存失败任务的ReAct数据", zap.String("conversationId", conversationID))
+				h.logger.Info("已保存失败任务的代理轨迹", zap.String("conversationId", conversationID))
 			}
 		}
 
@@ -634,12 +634,12 @@ func (h *AgentHandler) AgentLoop(c *gin.Context) {
 		// 因为AI已经生成了回复，用户应该能看到
 	}
 
-	// 保存最后一轮ReAct的输入和输出
+	// 保存最后一轮代理轨迹与助手输出
-	if result.LastReActInput != "" || result.LastReActOutput != "" {
+	if result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "" {
-		if err := h.db.SaveReActData(conversationID, result.LastReActInput, result.LastReActOutput); err != nil {
+		if err := h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); err != nil {
-			h.logger.Warn("保存ReAct数据失败", zap.Error(err))
+			h.logger.Warn("保存代理轨迹失败", zap.Error(err))
 		} else {
-			h.logger.Info("已保存ReAct数据", zap.String("conversationId", conversationID))
+			h.logger.Info("已保存代理轨迹", zap.String("conversationId", conversationID))
 		}
 	}
 
@@ -666,7 +666,7 @@ func (h *AgentHandler) ProcessMessageForRobot(ctx context.Context, conversationI
 		}
 	}
 
-	agentHistoryMessages, err := h.loadHistoryFromReActData(conversationID)
+	agentHistoryMessages, err := h.loadHistoryFromAgentTrace(conversationID)
 	if err != nil {
 		historyMessages, getErr := h.db.GetMessages(conversationID)
 		if getErr != nil {
@@ -722,6 +722,7 @@ func (h *AgentHandler) ProcessMessageForRobot(ctx context.Context, conversationI
 			"deep",
 		)
 		if errMA != nil {
+			h.persistEinoAgentTraceForResume(conversationID, resultMA)
 			errMsg := "执行失败: " + errMA.Error()
 			if assistantMessageID != "" {
 				_, _ = h.db.Exec("UPDATE messages SET content = ? WHERE id = ?", errMsg, assistantMessageID)
@@ -747,8 +748,8 @@ func (h *AgentHandler) ProcessMessageForRobot(ctx context.Context, conversationI
 				h.logger.Warn("机器人：保存助手消息失败", zap.Error(err))
 			}
 		}
-		if resultMA.LastReActInput != "" || resultMA.LastReActOutput != "" {
+		if resultMA.LastAgentTraceInput != "" || resultMA.LastAgentTraceOutput != "" {
-			_ = h.db.SaveReActData(conversationID, resultMA.LastReActInput, resultMA.LastReActOutput)
+			_ = h.db.SaveAgentTrace(conversationID, resultMA.LastAgentTraceInput, resultMA.LastAgentTraceOutput)
 		}
 		return resultMA.Response, conversationID, nil
 	}
@@ -782,8 +783,8 @@ func (h *AgentHandler) ProcessMessageForRobot(ctx context.Context, conversationI
 			h.logger.Warn("机器人：保存助手消息失败", zap.Error(err))
 		}
 	}
-	if result.LastReActInput != "" || result.LastReActOutput != "" {
+	if result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "" {
-		_ = h.db.SaveReActData(conversationID, result.LastReActInput, result.LastReActOutput)
+		_ = h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput)
 	}
 	return result.Response, conversationID, nil
 }
@@ -1359,10 +1360,10 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 	}
 	ssePublishConversationID = conversationID
 
-	// 优先尝试从保存的ReAct数据恢复历史上下文
+	// 优先尝试从保存的代理轨迹恢复历史上下文
-	agentHistoryMessages, err := h.loadHistoryFromReActData(conversationID)
+	agentHistoryMessages, err := h.loadHistoryFromAgentTrace(conversationID)
 	if err != nil {
-		h.logger.Warn("从ReAct数据加载历史消息失败，使用消息表", zap.Error(err))
+		h.logger.Warn("从代理轨迹加载历史消息失败，使用消息表", zap.Error(err))
 		// 回退到使用数据库消息表
 		historyMessages, err := h.db.GetMessages(conversationID)
 		if err != nil {
@@ -1380,7 +1381,7 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 			h.logger.Info("从消息表加载历史消息", zap.Int("count", len(agentHistoryMessages)))
 		}
 	} else {
-		h.logger.Info("从ReAct数据恢复历史上下文", zap.Int("count", len(agentHistoryMessages)))
+		h.logger.Info("从代理轨迹恢复历史上下文", zap.Int("count", len(agentHistoryMessages)))
 	}
 
 	// 校验附件数量
@@ -1579,12 +1580,12 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 				h.db.AddProcessDetail(assistantMessageID, conversationID, "cancelled", cancelMsg, nil)
 			}
 
-			// 即使任务被取消，也尝试保存ReAct数据（如果result中有）
+			// 即使任务被取消，也尝试保存代理轨迹（如果 result 中有）
-			if result != nil && (result.LastReActInput != "" || result.LastReActOutput != "") {
+			if result != nil && (result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "") {
-				if err := h.db.SaveReActData(conversationID, result.LastReActInput, result.LastReActOutput); err != nil {
+				if err := h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); err != nil {
-					h.logger.Warn("保存取消任务的ReAct数据失败", zap.Error(err))
+					h.logger.Warn("保存取消任务的代理轨迹失败", zap.Error(err))
 				} else {
-					h.logger.Info("已保存取消任务的ReAct数据", zap.String("conversationId", conversationID))
+					h.logger.Info("已保存取消任务的代理轨迹", zap.String("conversationId", conversationID))
 				}
 			}
 
@@ -1614,12 +1615,12 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 				h.db.AddProcessDetail(assistantMessageID, conversationID, "timeout", timeoutMsg, nil)
 			}
 
-			// 即使任务超时，也尝试保存ReAct数据（如果result中有）
+			// 即使任务超时，也尝试保存代理轨迹（如果 result 中有）
-			if result != nil && (result.LastReActInput != "" || result.LastReActOutput != "") {
+			if result != nil && (result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "") {
-				if err := h.db.SaveReActData(conversationID, result.LastReActInput, result.LastReActOutput); err != nil {
+				if err := h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); err != nil {
-					h.logger.Warn("保存超时任务的ReAct数据失败", zap.Error(err))
+					h.logger.Warn("保存超时任务的代理轨迹失败", zap.Error(err))
 				} else {
-					h.logger.Info("已保存超时任务的ReAct数据", zap.String("conversationId", conversationID))
+					h.logger.Info("已保存超时任务的代理轨迹", zap.String("conversationId", conversationID))
 				}
 			}
 
@@ -1649,12 +1650,12 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 				h.db.AddProcessDetail(assistantMessageID, conversationID, "error", errorMsg, nil)
 			}
 
-			// 即使任务失败，也尝试保存ReAct数据（如果result中有）
+			// 即使任务失败，也尝试保存代理轨迹（如果 result 中有）
-			if result != nil && (result.LastReActInput != "" || result.LastReActOutput != "") {
+			if result != nil && (result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "") {
-				if err := h.db.SaveReActData(conversationID, result.LastReActInput, result.LastReActOutput); err != nil {
+				if err := h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); err != nil {
-					h.logger.Warn("保存失败任务的ReAct数据失败", zap.Error(err))
+					h.logger.Warn("保存失败任务的代理轨迹失败", zap.Error(err))
 				} else {
-					h.logger.Info("已保存失败任务的ReAct数据", zap.String("conversationId", conversationID))
+					h.logger.Info("已保存失败任务的代理轨迹", zap.String("conversationId", conversationID))
 				}
 			}
 
@@ -1694,12 +1695,12 @@ func (h *AgentHandler) AgentLoopStream(c *gin.Context) {
 		}
 	}
 
-	// 保存最后一轮ReAct的输入和输出
+	// 保存最后一轮代理轨迹与助手输出
-	if result.LastReActInput != "" || result.LastReActOutput != "" {
+	if result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "" {
-		if err := h.db.SaveReActData(conversationID, result.LastReActInput, result.LastReActOutput); err != nil {
+		if err := h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); err != nil {
-			h.logger.Warn("保存ReAct数据失败", zap.Error(err))
+			h.logger.Warn("保存代理轨迹失败", zap.Error(err))
 		} else {
-			h.logger.Info("已保存ReAct数据", zap.String("conversationId", conversationID))
+			h.logger.Info("已保存代理轨迹", zap.String("conversationId", conversationID))
 		}
 	}
 
@@ -2499,6 +2500,9 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 		cancel()
 
 		if runErr != nil {
+			if useRunResult {
+				h.persistEinoAgentTraceForResume(conversationID, resultMA)
+			}
 			// 检查是否是取消错误
 			// 1. 直接检查是否是 context.Canceled（包括包装后的错误）
 			// 2. 检查错误消息中是否包含"context canceled"或"cancelled"关键字
@@ -2542,14 +2546,14 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 						h.logger.Warn("保存取消消息失败", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.Error(errMsg))
 					}
 				}
-				// 保存ReAct数据（如果存在）
+				// 保存代理轨迹（如果存在）
-				if result != nil && (result.LastReActInput != "" || result.LastReActOutput != "") {
+				if result != nil && (result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "") {
-					if err := h.db.SaveReActData(conversationID, result.LastReActInput, result.LastReActOutput); err != nil {
+					if err := h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); err != nil {
-						h.logger.Warn("保存取消任务的ReAct数据失败", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.Error(err))
+						h.logger.Warn("保存取消任务的代理轨迹失败", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.Error(err))
 					}
-				} else if useRunResult && resultMA != nil && (resultMA.LastReActInput != "" || resultMA.LastReActOutput != "") {
+				} else if useRunResult && resultMA != nil && (resultMA.LastAgentTraceInput != "" || resultMA.LastAgentTraceOutput != "") {
-					if err := h.db.SaveReActData(conversationID, resultMA.LastReActInput, resultMA.LastReActOutput); err != nil {
+					if err := h.db.SaveAgentTrace(conversationID, resultMA.LastAgentTraceInput, resultMA.LastAgentTraceOutput); err != nil {
-						h.logger.Warn("保存取消任务的ReAct数据失败", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.Error(err))
+						h.logger.Warn("保存取消任务的代理轨迹失败", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.Error(err))
 					}
 				}
 				h.batchTaskManager.UpdateTaskStatusWithConversationID(queueID, task.ID, "cancelled", cancelMsg, "", conversationID)
@@ -2581,13 +2585,13 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 			if useRunResult {
 				resText = resultMA.Response
 				mcpIDs = resultMA.MCPExecutionIDs
-				lastIn = resultMA.LastReActInput
+				lastIn = resultMA.LastAgentTraceInput
-				lastOut = resultMA.LastReActOutput
+				lastOut = resultMA.LastAgentTraceOutput
 			} else {
 				resText = result.Response
 				mcpIDs = result.MCPExecutionIDs
-				lastIn = result.LastReActInput
+				lastIn = result.LastAgentTraceInput
-				lastOut = result.LastReActOutput
+				lastOut = result.LastAgentTraceOutput
 			}
 
 			// 更新助手消息内容
@@ -2618,12 +2622,12 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 				}
 			}
 
-			// 保存ReAct数据
+			// 保存代理轨迹
 			if lastIn != "" || lastOut != "" {
-				if err := h.db.SaveReActData(conversationID, lastIn, lastOut); err != nil {
+				if err := h.db.SaveAgentTrace(conversationID, lastIn, lastOut); err != nil {
-					h.logger.Warn("保存ReAct数据失败", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.Error(err))
+					h.logger.Warn("保存代理轨迹失败", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.Error(err))
 				} else {
-					h.logger.Info("已保存ReAct数据", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.String("conversationId", conversationID))
+					h.logger.Info("已保存代理轨迹", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.String("conversationId", conversationID))
 				}
 			}
 
@@ -2642,36 +2646,33 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 	}
 }
 
-// loadHistoryFromReActData 从保存的ReAct数据恢复历史消息上下文
+// loadHistoryFromAgentTrace 从库中保存的代理消息轨迹恢复历史（列 last_react_*；含单代理与 Eino）。
-// 采用与攻击链生成类似的拼接逻辑：优先使用保存的last_react_input和last_react_output，若不存在则回退到消息表
+// 逻辑与攻击链一致：优先用已保存的 JSON 消息带 + 最后一轮助手摘要，否则回退消息表。
-func (h *AgentHandler) loadHistoryFromReActData(conversationID string) ([]agent.ChatMessage, error) {
+func (h *AgentHandler) loadHistoryFromAgentTrace(conversationID string) ([]agent.ChatMessage, error) {
-	// 获取保存的ReAct输入和输出
+	traceInputJSON, assistantOut, err := h.db.GetAgentTrace(conversationID)
-	reactInputJSON, reactOutput, err := h.db.GetReActData(conversationID)
 	if err != nil {
-		return nil, fmt.Errorf("获取ReAct数据失败: %w", err)
+		return nil, fmt.Errorf("获取代理轨迹失败: %w", err)
 	}
 
-	// 如果last_react_input为空，回退到使用消息表（与攻击链生成逻辑一致）
+	if traceInputJSON == "" {
-	if reactInputJSON == "" {
+		return nil, fmt.Errorf("代理轨迹为空，将使用消息表")
-		return nil, fmt.Errorf("ReAct数据为空，将使用消息表")
 	}
 
-	dataSource := "database_last_react_input"
+	dataSource := "database_last_agent_trace"
 
-	// 解析JSON格式的messages数组
 	var messagesArray []map[string]interface{}
-	if err := json.Unmarshal([]byte(reactInputJSON), &messagesArray); err != nil {
+	if err := json.Unmarshal([]byte(traceInputJSON), &messagesArray); err != nil {
-		return nil, fmt.Errorf("解析ReAct输入JSON失败: %w", err)
+		return nil, fmt.Errorf("解析代理轨迹 JSON 失败: %w", err)
 	}
 
 	messageCount := len(messagesArray)
 
-	h.logger.Info("使用保存的ReAct数据恢复历史上下文",
+	h.logger.Info("使用保存的代理轨迹恢复历史上下文",
 		zap.String("conversationId", conversationID),
 		zap.String("dataSource", dataSource),
-		zap.Int("reactInputSize", len(reactInputJSON)),
+		zap.Int("traceInputSize", len(traceInputJSON)),
 		zap.Int("messageCount", messageCount),
-		zap.Int("reactOutputSize", len(reactOutput)),
+		zap.Int("assistantOutSize", len(assistantOut)),
 	)
 	// fmt.Println("messagesArray:", messagesArray)//debug
 
@@ -2755,53 +2756,44 @@ func (h *AgentHandler) loadHistoryFromReActData(conversationID string) ([]agent.
 		agentMessages = append(agentMessages, msg)
 	}
 
-	// 如果存在last_react_output，需要将其作为最后一条assistant消息
+	// 若存在 last_react_output（助手摘要），合并为最后一条 assistant（与保存格式一致）
-	// 因为last_react_input是在迭代开始前保存的，不包含最后一轮的最终输出
+	if assistantOut != "" {
-	if reactOutput != "" {
-		// 检查最后一条消息是否是assistant消息且没有tool_calls
-		// 如果有tool_calls，说明后面应该还有tool消息和最终的assistant回复
 		if len(agentMessages) > 0 {
 			lastMsg := &agentMessages[len(agentMessages)-1]
 			if strings.EqualFold(lastMsg.Role, "assistant") && len(lastMsg.ToolCalls) == 0 {
-				// 最后一条是assistant消息且没有tool_calls，用最终输出更新其content
+				lastMsg.Content = assistantOut
-				lastMsg.Content = reactOutput
 			} else {
-				// 最后一条不是assistant消息，或者有tool_calls，添加最终输出作为新的assistant消息
 				agentMessages = append(agentMessages, agent.ChatMessage{
 					Role:    "assistant",
-					Content: reactOutput,
+					Content: assistantOut,
 				})
 			}
 		} else {
-			// 如果没有消息，直接添加最终输出
 			agentMessages = append(agentMessages, agent.ChatMessage{
 				Role:    "assistant",
-				Content: reactOutput,
+				Content: assistantOut,
 			})
 		}
 	}
 
 	if len(agentMessages) == 0 {
-		return nil, fmt.Errorf("从ReAct数据解析的消息为空")
+		return nil, fmt.Errorf("从代理轨迹解析的消息为空")
 	}
 
-	// 修复可能存在的失配tool消息，避免OpenAI报错
-	// 这可以防止出现"messages with role 'tool' must be a response to a preceeding message with 'tool_calls'"错误
 	if h.agent != nil {
 		if fixed := h.agent.RepairOrphanToolMessages(&agentMessages); fixed {
-			h.logger.Info("修复了从ReAct数据恢复的历史消息中的失配tool消息",
+			h.logger.Info("修复了从代理轨迹恢复的历史消息中的失配 tool 消息",
 				zap.String("conversationId", conversationID),
 			)
 		}
 	}
 
-	h.logger.Info("从ReAct数据恢复历史消息完成",
+	h.logger.Info("从代理轨迹恢复历史消息完成",
 		zap.String("conversationId", conversationID),
 		zap.String("dataSource", dataSource),
 		zap.Int("originalMessageCount", messageCount),
 		zap.Int("finalMessageCount", len(agentMessages)),
-		zap.Bool("hasReactOutput", reactOutput != ""),
+		zap.Bool("hasAssistantOut", assistantOut != ""),
 	)
-	fmt.Println("agentMessages:", agentMessages) //debug
 	return agentMessages, nil
 }

internal/handler/attackchain.go

@@ -170,4 +170,3 @@ func (h *AttackChainHandler) RegenerateAttackChain(c *gin.Context) {
 
 	c.JSON(http.StatusOK, chain)
 }
-

internal/handler/config.go

@@ -17,6 +17,7 @@ import (
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/knowledge"
 	"cyberstrike-ai/internal/mcp"
+	"cyberstrike-ai/internal/mcp/builtin"
 	"cyberstrike-ai/internal/openai"
 	"cyberstrike-ai/internal/security"
 
@@ -90,6 +91,7 @@ type AttackChainUpdater interface {
 type AgentUpdater interface {
 	UpdateConfig(cfg *config.OpenAIConfig)
 	UpdateMaxIterations(maxIterations int)
+	UpdateToolDescriptionMode(mode string)
 }
 
 // NewConfigHandler 创建新的配置处理器
@@ -232,13 +234,7 @@ func (h *ConfigHandler) GetConfig(c *gin.Context) {
 			if configToolMap[mcpTool.Name] {
 				continue
 			}
-			description := mcpTool.ShortDescription
+			description := h.pickToolDescription(mcpTool.ShortDescription, mcpTool.Description)
-			if description == "" {
-				description = mcpTool.Description
-			}
-			if len(description) > 10000 {
-				description = description[:10000] + "..."
-			}
 			tools = append(tools, ToolConfigInfo{
 				Name:        mcpTool.Name,
 				Description: description,
@@ -275,6 +271,11 @@ func (h *ConfigHandler) GetConfig(c *gin.Context) {
 		SubAgentCount:                subAgentCount,
 		Orchestration:                config.NormalizeMultiAgentOrchestration(h.config.MultiAgent.Orchestration),
 		PlanExecuteLoopMaxIterations: h.config.MultiAgent.PlanExecuteLoopMaxIterations,
+		ToolSearchAlwaysVisibleTools: append([]string(nil), h.config.MultiAgent.EinoMiddleware.ToolSearchAlwaysVisibleTools...),
+		ToolSearchAlwaysVisibleEffectiveTools: mergeToolNameLists(
+			h.config.MultiAgent.EinoMiddleware.ToolSearchAlwaysVisibleTools,
+			builtin.GetAllBuiltinTools(),
+		),
 	}
 
 	c.JSON(http.StatusOK, GetConfigResponse{
@@ -430,13 +431,7 @@ func (h *ConfigHandler) GetTools(c *gin.Context) {
 				continue
 			}
 
-			description := mcpTool.ShortDescription
+			description := h.pickToolDescription(mcpTool.ShortDescription, mcpTool.Description)
-			if description == "" {
-				description = mcpTool.Description
-			}
-			if len(description) > 10000 {
-				description = description[:10000] + "..."
-			}
 
 			toolInfo := ToolConfigInfo{
 				Name:        mcpTool.Name,
@@ -689,11 +684,13 @@ func (h *ConfigHandler) UpdateConfig(c *gin.Context) {
 		if req.MultiAgent.PlanExecuteLoopMaxIterations != nil {
 			h.config.MultiAgent.PlanExecuteLoopMaxIterations = *req.MultiAgent.PlanExecuteLoopMaxIterations
 		}
+		h.config.MultiAgent.EinoMiddleware.ToolSearchAlwaysVisibleTools = dedupeToolNameList(req.MultiAgent.ToolSearchAlwaysVisibleTools)
 		h.logger.Info("更新多代理配置",
 			zap.Bool("enabled", h.config.MultiAgent.Enabled),
 			zap.Bool("robot_use_multi_agent", h.config.MultiAgent.RobotUseMultiAgent),
 			zap.Bool("batch_use_multi_agent", h.config.MultiAgent.BatchUseMultiAgent),
 			zap.Int("plan_execute_loop_max_iterations", h.config.MultiAgent.PlanExecuteLoopMaxIterations),
+			zap.Int("tool_search_always_visible_tools", len(h.config.MultiAgent.EinoMiddleware.ToolSearchAlwaysVisibleTools)),
 		)
 	}
 
@@ -1061,6 +1058,7 @@ func (h *ConfigHandler) ApplyConfig(c *gin.Context) {
 	if h.agent != nil {
 		h.agent.UpdateConfig(&h.config.OpenAI)
 		h.agent.UpdateMaxIterations(h.config.Agent.MaxIterations)
+		h.agent.UpdateToolDescriptionMode(h.config.Security.ToolDescriptionMode)
 		h.logger.Info("Agent配置已更新")
 	}
 
@@ -1383,6 +1381,33 @@ func updateMultiAgentConfig(doc *yaml.Node, cfg config.MultiAgentConfig) {
 	setBoolInMap(maNode, "robot_use_multi_agent", cfg.RobotUseMultiAgent)
 	setBoolInMap(maNode, "batch_use_multi_agent", cfg.BatchUseMultiAgent)
 	setIntInMap(maNode, "plan_execute_loop_max_iterations", cfg.PlanExecuteLoopMaxIterations)
+	mwNode := ensureMap(maNode, "eino_middleware")
+	setFlowStringSliceInMap(mwNode, "tool_search_always_visible_tools", dedupeToolNameList(cfg.EinoMiddleware.ToolSearchAlwaysVisibleTools))
+}
+
+func dedupeToolNameList(in []string) []string {
+	if len(in) == 0 {
+		return []string{}
+	}
+	seen := make(map[string]struct{}, len(in))
+	out := make([]string, 0, len(in))
+	for _, name := range in {
+		n := strings.TrimSpace(name)
+		if n == "" {
+			continue
+		}
+		key := strings.ToLower(n)
+		if _, ok := seen[key]; ok {
+			continue
+		}
+		seen[key] = struct{}{}
+		out = append(out, n)
+	}
+	return out
+}
+
+func mergeToolNameLists(a, b []string) []string {
+	return dedupeToolNameList(append(append([]string{}, a...), b...))
 }
 
 func ensureMap(parent *yaml.Node, path ...string) *yaml.Node {

internal/handler/conversation.go

@@ -230,4 +230,3 @@ func (h *ConversationHandler) DeleteConversationTurn(c *gin.Context) {
 		"message":           "ok",
 	})
 }
-

internal/handler/eino_single_agent.go

@@ -175,6 +175,7 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 	)
 
 	if runErr != nil {
+		h.persistEinoAgentTraceForResume(conversationID, result)
 		cause := context.Cause(baseCtx)
 		if errors.Is(cause, ErrTaskCancelled) {
 			taskStatus = "cancelled"
@@ -239,9 +240,9 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 		)
 	}
 
-	if result.LastReActInput != "" || result.LastReActOutput != "" {
+	if result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "" {
-		if err := h.db.SaveReActData(conversationID, result.LastReActInput, result.LastReActOutput); err != nil {
+		if err := h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); err != nil {
-			h.logger.Warn("保存 ReAct 数据失败", zap.Error(err))
+			h.logger.Warn("保存代理轨迹失败", zap.Error(err))
 		}
 	}
 
@@ -306,6 +307,7 @@ func (h *AgentHandler) EinoSingleAgentLoop(c *gin.Context) {
 		progressCallback,
 	)
 	if runErr != nil {
+		h.persistEinoAgentTraceForResume(prep.ConversationID, result)
 		c.JSON(http.StatusInternalServerError, gin.H{"error": runErr.Error()})
 		return
 	}
@@ -323,8 +325,8 @@ func (h *AgentHandler) EinoSingleAgentLoop(c *gin.Context) {
 			prep.AssistantMessageID,
 		)
 	}
-	if result.LastReActInput != "" || result.LastReActOutput != "" {
+	if result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "" {
-		_ = h.db.SaveReActData(prep.ConversationID, result.LastReActInput, result.LastReActOutput)
+		_ = h.db.SaveAgentTrace(prep.ConversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput)
 	}
 
 	c.JSON(http.StatusOK, gin.H{

internal/handler/monitor.go

@@ -213,7 +213,6 @@ func (h *MonitorHandler) loadStats() map[string]*mcp.ToolStats {
 	return stats
 }
 
-
 // GetExecution 获取特定执行记录
 func (h *MonitorHandler) GetExecution(c *gin.Context) {
 	id := c.Param("id")
@@ -416,5 +415,3 @@ func (h *MonitorHandler) DeleteExecutions(c *gin.Context) {
 	h.logger.Info("尝试批量删除内存中的执行记录", zap.Int("count", len(request.IDs)))
 	c.JSON(http.StatusOK, gin.H{"message": "执行记录已删除（如果存在）"})
 }
-
-

internal/handler/multi_agent.go

@@ -185,6 +185,7 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 	)
 
 	if runErr != nil {
+		h.persistEinoAgentTraceForResume(conversationID, result)
 		cause := context.Cause(baseCtx)
 		if errors.Is(cause, ErrTaskCancelled) {
 			taskStatus = "cancelled"
@@ -249,9 +250,9 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 		)
 	}
 
-	if result.LastReActInput != "" || result.LastReActOutput != "" {
+	if result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "" {
-		if err := h.db.SaveReActData(conversationID, result.LastReActInput, result.LastReActOutput); err != nil {
+		if err := h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); err != nil {
-			h.logger.Warn("保存 ReAct 数据失败", zap.Error(err))
+			h.logger.Warn("保存代理轨迹失败", zap.Error(err))
 		}
 	}
 
@@ -318,6 +319,7 @@ func (h *AgentHandler) MultiAgentLoop(c *gin.Context) {
 		strings.TrimSpace(req.Orchestration),
 	)
 	if runErr != nil {
+		h.persistEinoAgentTraceForResume(prep.ConversationID, result)
 		h.logger.Error("Eino DeepAgent 执行失败", zap.Error(runErr))
 		errMsg := "执行失败: " + runErr.Error()
 		if prep.AssistantMessageID != "" {
@@ -341,9 +343,9 @@ func (h *AgentHandler) MultiAgentLoop(c *gin.Context) {
 		)
 	}
 
-	if result.LastReActInput != "" || result.LastReActOutput != "" {
+	if result.LastAgentTraceInput != "" || result.LastAgentTraceOutput != "" {
-		if err := h.db.SaveReActData(prep.ConversationID, result.LastReActInput, result.LastReActOutput); err != nil {
+		if err := h.db.SaveAgentTrace(prep.ConversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); err != nil {
-			h.logger.Warn("保存 ReAct 数据失败", zap.Error(err))
+			h.logger.Warn("保存代理轨迹失败", zap.Error(err))
 		}
 	}
 
@@ -355,6 +357,19 @@ func (h *AgentHandler) MultiAgentLoop(c *gin.Context) {
 	})
 }
 
+// persistEinoAgentTraceForResume 在 Eino 运行异常结束时写入代理轨迹（库列 last_react_*），供下一请求 loadHistoryFromAgentTrace 软续跑。
+func (h *AgentHandler) persistEinoAgentTraceForResume(conversationID string, result *multiagent.RunResult) {
+	if h == nil || result == nil {
+		return
+	}
+	if result.LastAgentTraceInput == "" && result.LastAgentTraceOutput == "" {
+		return
+	}
+	if err := h.db.SaveAgentTrace(conversationID, result.LastAgentTraceInput, result.LastAgentTraceOutput); err != nil {
+		h.logger.Warn("保存 Eino 续跑上下文失败", zap.String("conversationId", conversationID), zap.Error(err))
+	}
+}
+
 func multiAgentHTTPErrorStatus(err error) (int, string) {
 	msg := err.Error()
 	switch {

internal/handler/multi_agent_prepare.go

@@ -49,7 +49,7 @@ func (h *AgentHandler) prepareMultiAgentSession(req *ChatRequest) (*multiAgentPr
 		}
 	}
 
-	agentHistoryMessages, err := h.loadHistoryFromReActData(conversationID)
+	agentHistoryMessages, err := h.loadHistoryFromAgentTrace(conversationID)
 	if err != nil {
 		historyMessages, getErr := h.db.GetMessages(conversationID)
 		if getErr != nil {

internal/handler/openapi.go

@@ -6197,7 +6197,7 @@ func (h *OpenAPIHandler) GetConversationResults(c *gin.Context) {
 	}
 
 	// 获取漏洞列表
-	vulnList, err := h.db.ListVulnerabilities(1000, 0, "", conversationID, "", "")
+	vulnList, err := h.db.ListVulnerabilities(1000, 0, "", conversationID, "", "", "", "", "")
 	if err != nil {
 		h.logger.Warn("获取漏洞列表失败", zap.Error(err))
 		vulnList = []*database.Vulnerability{}

internal/handler/terminal_ws_unix.go

@@ -109,4 +109,3 @@ func (h *TerminalHandler) RunCommandWS(c *gin.Context) {
 
 	<-doneChan
 }
-

internal/handler/vulnerability.go

@@ -1,8 +1,11 @@
 package handler
 
 import (
+	"fmt"
 	"net/http"
 	"strconv"
+	"strings"
+	"time"
 
 	"cyberstrike-ai/internal/database"
 	"github.com/gin-gonic/gin"
@@ -26,6 +29,8 @@ func NewVulnerabilityHandler(db *database.DB, logger *zap.Logger) *Vulnerability
 // CreateVulnerabilityRequest 创建漏洞请求
 type CreateVulnerabilityRequest struct {
 	ConversationID  string `json:"conversation_id" binding:"required"`
+	ConversationTag string `json:"conversation_tag"`
+	TaskTag         string `json:"task_tag"`
 	Title           string `json:"title" binding:"required"`
 	Description     string `json:"description"`
 	Severity        string `json:"severity" binding:"required"`
@@ -47,6 +52,8 @@ func (h *VulnerabilityHandler) CreateVulnerability(c *gin.Context) {
 
 	vuln := &database.Vulnerability{
 		ConversationID:  req.ConversationID,
+		ConversationTag: req.ConversationTag,
+		TaskTag:         req.TaskTag,
 		Title:           req.Title,
 		Description:     req.Description,
 		Severity:        req.Severity,
@@ -100,6 +107,9 @@ func (h *VulnerabilityHandler) ListVulnerabilities(c *gin.Context) {
 	conversationID := c.Query("conversation_id")
 	severity := c.Query("severity")
 	status := c.Query("status")
+	taskID := c.Query("task_id")
+	conversationTag := c.Query("conversation_tag")
+	taskTag := c.Query("task_tag")
 
 	limit, _ := strconv.Atoi(limitStr)
 	offset, _ := strconv.Atoi(offsetStr)
@@ -121,7 +131,7 @@ func (h *VulnerabilityHandler) ListVulnerabilities(c *gin.Context) {
 	}
 
 	// 获取总数
-	total, err := h.db.CountVulnerabilities(id, conversationID, severity, status)
+	total, err := h.db.CountVulnerabilities(id, conversationID, severity, status, taskID, conversationTag, taskTag)
 	if err != nil {
 		h.logger.Error("获取漏洞总数失败", zap.Error(err))
 		// 继续执行，使用0作为总数
@@ -129,7 +139,7 @@ func (h *VulnerabilityHandler) ListVulnerabilities(c *gin.Context) {
 	}
 
 	// 获取漏洞列表
-	vulnerabilities, err := h.db.ListVulnerabilities(limit, offset, id, conversationID, severity, status)
+	vulnerabilities, err := h.db.ListVulnerabilities(limit, offset, id, conversationID, severity, status, taskID, conversationTag, taskTag)
 	if err != nil {
 		h.logger.Error("获取漏洞列表失败", zap.Error(err))
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
@@ -160,6 +170,8 @@ func (h *VulnerabilityHandler) ListVulnerabilities(c *gin.Context) {
 
 // UpdateVulnerabilityRequest 更新漏洞请求
 type UpdateVulnerabilityRequest struct {
+	ConversationTag string `json:"conversation_tag"`
+	TaskTag         string `json:"task_tag"`
 	Title           string `json:"title"`
 	Description     string `json:"description"`
 	Severity        string `json:"severity"`
@@ -189,6 +201,12 @@ func (h *VulnerabilityHandler) UpdateVulnerability(c *gin.Context) {
 	}
 
 	// 更新字段
+	if req.ConversationTag != "" {
+		existing.ConversationTag = req.ConversationTag
+	}
+	if req.TaskTag != "" {
+		existing.TaskTag = req.TaskTag
+	}
 	if req.Title != "" {
 		existing.Title = req.Title
 	}
@@ -250,8 +268,9 @@ func (h *VulnerabilityHandler) DeleteVulnerability(c *gin.Context) {
 // GetVulnerabilityStats 获取漏洞统计
 func (h *VulnerabilityHandler) GetVulnerabilityStats(c *gin.Context) {
 	conversationID := c.Query("conversation_id")
+	taskID := c.Query("task_id")
 
-	stats, err := h.db.GetVulnerabilityStats(conversationID)
+	stats, err := h.db.GetVulnerabilityStats(conversationID, taskID)
 	if err != nil {
 		h.logger.Error("获取漏洞统计失败", zap.Error(err))
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
@@ -261,3 +280,183 @@ func (h *VulnerabilityHandler) GetVulnerabilityStats(c *gin.Context) {
 	c.JSON(http.StatusOK, stats)
 }
 
+// GetVulnerabilityFilterOptions 获取漏洞筛选建议项
+func (h *VulnerabilityHandler) GetVulnerabilityFilterOptions(c *gin.Context) {
+	options, err := h.db.GetVulnerabilityFilterOptions()
+	if err != nil {
+		h.logger.Error("获取漏洞筛选建议失败", zap.Error(err))
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, options)
+}
+
+// ExportVulnerabilities 导出漏洞（支持按对话/任务分组，汇总或拆分）
+func (h *VulnerabilityHandler) ExportVulnerabilities(c *gin.Context) {
+	groupBy := c.DefaultQuery("group_by", "conversation")
+	mode := c.DefaultQuery("mode", "summary")
+	if groupBy != "conversation" && groupBy != "task" {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "group_by 仅支持 conversation 或 task"})
+		return
+	}
+	if mode != "summary" && mode != "split" {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "mode 仅支持 summary 或 split"})
+		return
+	}
+
+	id := c.Query("id")
+	conversationID := c.Query("conversation_id")
+	severity := c.Query("severity")
+	status := c.Query("status")
+	taskID := c.Query("task_id")
+	conversationTag := c.Query("conversation_tag")
+	taskTag := c.Query("task_tag")
+
+	total, err := h.db.CountVulnerabilities(id, conversationID, severity, status, taskID, conversationTag, taskTag)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	if total == 0 {
+		c.JSON(http.StatusOK, gin.H{"mode": mode, "group_by": groupBy, "total": 0, "files": []any{}})
+		return
+	}
+
+	items, err := h.db.ListVulnerabilities(total, 0, id, conversationID, severity, status, taskID, conversationTag, taskTag)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	type exportFile struct {
+		FileName string `json:"filename"`
+		Content  string `json:"content"`
+	}
+	grouped := map[string][]*database.Vulnerability{}
+	for _, v := range items {
+		key := v.ConversationID
+		if groupBy == "conversation" {
+			if strings.TrimSpace(v.ConversationTag) != "" {
+				key = strings.TrimSpace(v.ConversationTag)
+			}
+		} else {
+			key = firstNonEmpty(v.TaskTag, v.TaskID, v.TaskQueueID, "unassigned-task")
+		}
+		grouped[key] = append(grouped[key], v)
+	}
+
+	files := make([]exportFile, 0)
+	nowStr := time.Now().Format("20060102-150405")
+	if mode == "summary" {
+		var b strings.Builder
+		b.WriteString("# 漏洞批量导出报告\n\n")
+		b.WriteString(fmt.Sprintf("- 导出时间: %s\n", time.Now().Format("2006-01-02 15:04:05")))
+		b.WriteString(fmt.Sprintf("- 分组维度: %s\n", groupBy))
+		b.WriteString(fmt.Sprintf("- 漏洞总数: %d\n", len(items)))
+		b.WriteString(fmt.Sprintf("- 分组数: %d\n\n", len(grouped)))
+		for group, list := range grouped {
+			b.WriteString(fmt.Sprintf("## %s (%d)\n\n", group, len(list)))
+			for _, v := range list {
+				appendVulnerabilityMarkdown(&b, v, "###")
+			}
+		}
+		files = append(files, exportFile{
+			FileName: fmt.Sprintf("vulnerability-report-%s-%s.md", groupBy, nowStr),
+			Content:  b.String(),
+		})
+	} else {
+		for group, list := range grouped {
+			var b strings.Builder
+			b.WriteString(fmt.Sprintf("# 漏洞报告 - %s\n\n", group))
+			b.WriteString(fmt.Sprintf("- 导出时间: %s\n", time.Now().Format("2006-01-02 15:04:05")))
+			b.WriteString(fmt.Sprintf("- 漏洞数量: %d\n\n", len(list)))
+			for _, v := range list {
+				appendVulnerabilityMarkdown(&b, v, "##")
+			}
+			files = append(files, exportFile{
+				FileName: fmt.Sprintf("vulnerability-%s-%s.md", sanitizeExportName(group), nowStr),
+				Content:  b.String(),
+			})
+		}
+	}
+
+	c.JSON(http.StatusOK, gin.H{
+		"mode":     mode,
+		"group_by": groupBy,
+		"total":    len(items),
+		"files":    files,
+	})
+}
+
+// appendVulnerabilityMarkdown 单条漏洞的 Markdown 片段（与单文件下载字段对齐，缺省字段不写）
+func appendVulnerabilityMarkdown(b *strings.Builder, v *database.Vulnerability, titleHeading string) {
+	b.WriteString(fmt.Sprintf("%s %s\n\n", titleHeading, v.Title))
+	b.WriteString(fmt.Sprintf("- 漏洞ID: `%s`\n", v.ID))
+	b.WriteString(fmt.Sprintf("- 严重程度: %s\n", v.Severity))
+	b.WriteString(fmt.Sprintf("- 状态: %s\n", v.Status))
+	if v.Type != "" {
+		b.WriteString(fmt.Sprintf("- 类型: %s\n", v.Type))
+	}
+	if v.Target != "" {
+		b.WriteString(fmt.Sprintf("- 目标: %s\n", v.Target))
+	}
+	b.WriteString(fmt.Sprintf("- 对话ID: `%s`\n", v.ConversationID))
+	if v.ConversationTag != "" {
+		b.WriteString(fmt.Sprintf("- 对话标签: %s\n", v.ConversationTag))
+	}
+	if v.TaskTag != "" {
+		b.WriteString(fmt.Sprintf("- 任务标签: %s\n", v.TaskTag))
+	}
+	if v.TaskID != "" {
+		b.WriteString(fmt.Sprintf("- 任务ID: `%s`\n", v.TaskID))
+	}
+	if v.TaskQueueID != "" {
+		b.WriteString(fmt.Sprintf("- 任务队列ID: `%s`\n", v.TaskQueueID))
+	}
+	if !v.CreatedAt.IsZero() {
+		b.WriteString(fmt.Sprintf("- 创建时间: %s\n", v.CreatedAt.Format("2006-01-02 15:04:05")))
+	}
+	if !v.UpdatedAt.IsZero() {
+		b.WriteString(fmt.Sprintf("- 更新时间: %s\n", v.UpdatedAt.Format("2006-01-02 15:04:05")))
+	}
+	if v.Description != "" {
+		b.WriteString("\n#### 描述\n\n")
+		b.WriteString(v.Description)
+		b.WriteString("\n")
+	}
+	if v.Proof != "" {
+		b.WriteString("\n#### 证明（POC）\n\n```\n")
+		b.WriteString(v.Proof)
+		b.WriteString("\n```\n")
+	}
+	if v.Impact != "" {
+		b.WriteString("\n#### 影响\n\n")
+		b.WriteString(v.Impact)
+		b.WriteString("\n")
+	}
+	if v.Recommendation != "" {
+		b.WriteString("\n#### 修复建议\n\n")
+		b.WriteString(v.Recommendation)
+		b.WriteString("\n")
+	}
+	b.WriteString("\n")
+}
+
+func firstNonEmpty(values ...string) string {
+	for _, v := range values {
+		trimmed := strings.TrimSpace(v)
+		if trimmed != "" {
+			return trimmed
+		}
+	}
+	return ""
+}
+
+func sanitizeExportName(raw string) string {
+	name := strings.TrimSpace(raw)
+	if name == "" {
+		return "unknown"
+	}
+	replacer := strings.NewReplacer("/", "-", "\\", "-", ":", "-", "*", "-", "?", "-", "\"", "-", "<", "-", ">", "-", "|", "-")
+	return replacer.Replace(name)
+}

internal/knowledge/index_pipeline.go

@@ -8,8 +8,8 @@ import (
 
 	"cyberstrike-ai/internal/config"
 
-	"github.com/cloudwego/eino/compose"
 	"github.com/cloudwego/eino/components/document"
+	"github.com/cloudwego/eino/compose"
 	"github.com/cloudwego/eino/schema"
 )
 

internal/knowledge/indexer.go

@@ -11,9 +11,9 @@ import (
 	"cyberstrike-ai/internal/config"
 
 	fileloader "github.com/cloudwego/eino-ext/components/document/loader/file"
-	"github.com/cloudwego/eino/compose"
 	"github.com/cloudwego/eino/components/document"
 	"github.com/cloudwego/eino/components/indexer"
+	"github.com/cloudwego/eino/compose"
 	"github.com/cloudwego/eino/schema"
 	"go.uber.org/zap"
 )

internal/multiagent/eino_adk_run_loop.go

@@ -6,6 +6,7 @@ import (
 	"errors"
 	"fmt"
 	"io"
+	"os"
 	"path/filepath"
 	"strings"
 	"sync"
@@ -109,10 +110,11 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 		}
 	}()
 
-	var lastRunMsgs []adk.Message
 	var lastAssistant string
 	var lastPlanExecuteExecutor string
-	var retryHints []adk.Message
+	msgs := append([]adk.Message(nil), baseMsgs...)
+	runAccumulatedMsgs := append([]adk.Message(nil), msgs...)
+	baseAccumulatedCount := len(runAccumulatedMsgs)
 
 	emptyHint := strings.TrimSpace(args.EmptyResponseMessage)
 	if emptyHint == "" {
@@ -120,18 +122,6 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 			"（Eino 会话已完成，但未捕获到助手文本输出。请查看过程详情或日志。）"
 	}
 
-attemptLoop:
-	for attempt := 0; attempt < maxToolCallRecoveryAttempts; attempt++ {
-		msgs := make([]adk.Message, 0, len(baseMsgs)+len(retryHints))
-		msgs = append(msgs, baseMsgs...)
-		msgs = append(msgs, retryHints...)
-
-		if attempt > 0 {
-			mcpIDsMu.Lock()
-			*mcpIDs = (*mcpIDs)[:0]
-			mcpIDsMu.Unlock()
-		}
-
 	lastAssistant = ""
 	lastPlanExecuteExecutor = ""
 	var reasoningStreamSeq int64
@@ -204,6 +194,8 @@ attemptLoop:
 		Agent:           da,
 		EnableStreaming: true,
 	}
+	var cpStore *fileCheckPointStore
+	var checkPointID string
 	if cp := strings.TrimSpace(args.CheckpointDir); cp != "" {
 		cpDir := filepath.Join(cp, sanitizeEinoPathSegment(conversationID))
 		st, stErr := newFileCheckPointStore(cpDir)
@@ -212,17 +204,65 @@ attemptLoop:
 				logger.Warn("eino checkpoint store disabled", zap.String("dir", cpDir), zap.Error(stErr))
 			}
 		} else {
+			cpStore = st
+			checkPointID = buildEinoCheckpointID(orchMode)
 			runnerCfg.CheckPointStore = st
 			if logger != nil {
-					logger.Info("eino runner: checkpoint store enabled", zap.String("dir", cpDir))
+				logger.Info("eino runner: checkpoint store enabled",
+					zap.String("dir", cpDir),
+					zap.String("checkPointID", checkPointID))
 			}
 		}
 	}
 	runner := adk.NewRunner(ctx, runnerCfg)
-		iter := runner.Run(ctx, msgs)
+	var iter *adk.AsyncIterator[*adk.AgentEvent]
-		handleRunErr := func(runErr error, attempt int, reasonOverride string) (retry bool, retErr error) {
+	if cpStore != nil && checkPointID != "" {
+		if _, existed, getErr := cpStore.Get(ctx, checkPointID); getErr != nil {
+			if logger != nil {
+				logger.Warn("eino checkpoint preflight get failed", zap.String("checkPointID", checkPointID), zap.Error(getErr))
+			}
+		} else if existed {
+			if progress != nil {
+				progress("progress", "检测到断点，正在从中断节点恢复执行...", map[string]interface{}{
+					"conversationId": conversationID,
+					"source":         "eino",
+					"orchestration":  orchMode,
+					"checkPointID":   checkPointID,
+				})
+			}
+			if logger != nil {
+				logger.Info("eino runner: resume from checkpoint", zap.String("checkPointID", checkPointID))
+			}
+			resumeIter, resumeErr := runner.Resume(ctx, checkPointID)
+			if resumeErr == nil {
+				iter = resumeIter
+			} else {
+				if logger != nil {
+					logger.Warn("eino runner: resume failed, fallback to fresh run",
+						zap.String("checkPointID", checkPointID),
+						zap.Error(resumeErr))
+				}
+				if progress != nil {
+					progress("progress", "断点恢复失败，已回退为全新执行。", map[string]interface{}{
+						"conversationId": conversationID,
+						"source":         "eino",
+						"orchestration":  orchMode,
+						"checkPointID":   checkPointID,
+					})
+				}
+			}
+		}
+	}
+	if iter == nil {
+		if checkPointID != "" {
+			iter = runner.Run(ctx, msgs, adk.WithCheckPointID(checkPointID))
+		} else {
+			iter = runner.Run(ctx, msgs)
+		}
+	}
+	handleRunErr := func(runErr error) error {
 		if runErr == nil {
-				return false, nil
+			return nil
 		}
 		if errors.Is(runErr, context.DeadlineExceeded) {
 			flushAllPendingAsFailed(runErr)
@@ -233,7 +273,7 @@ attemptLoop:
 					"errorKind":      "timeout",
 				})
 			}
-				return false, runErr
+			return runErr
 		}
 		// context.Canceled 是唯一应当直接终止编排的错误（用户关闭页面、主动停止等）。
 		if errors.Is(runErr, context.Canceled) {
@@ -244,7 +284,7 @@ attemptLoop:
 					"source":         "eino",
 				})
 			}
-				return false, runErr
+			return runErr
 		}
 		if isEinoIterationLimitError(runErr) {
 			flushAllPendingAsFailed(runErr)
@@ -260,12 +300,8 @@ attemptLoop:
 					"errorKind":      "iteration_limit",
 				})
 			}
-				return false, runErr
+			return runErr
 		}
-
-			canRetry := attempt+1 < maxToolCallRecoveryAttempts
-			if !canRetry {
-				// 重试次数已耗尽，终止。
 		flushAllPendingAsFailed(runErr)
 		if progress != nil {
 			progress("error", runErr.Error(), map[string]interface{}{
@@ -273,44 +309,17 @@ attemptLoop:
 				"source":         "eino",
 			})
 		}
-				return false, runErr
+		return runErr
 	}
 
-			// 区分错误类型以选择最合适的纠错提示，但无论哪种都执行重试（default-soft）。
+	takePartial := func(runErr error) (*RunResult, error) {
-			var hint *schema.Message
+		if len(runAccumulatedMsgs) <= baseAccumulatedCount {
-			var reason, timelineMsg string
+			return nil, runErr
-			switch {
-			case strings.TrimSpace(reasonOverride) != "":
-				hint = toolExecutionRetryHint()
-				reason = strings.TrimSpace(reasonOverride)
-				timelineMsg = toolExecutionRecoveryTimelineMessage(attempt)
-			case isRecoverableToolCallArgumentsJSONError(runErr):
-				hint = toolCallArgumentsJSONRetryHint()
-				reason = "invalid_tool_arguments_json"
-				timelineMsg = toolCallArgumentsJSONRecoveryTimelineMessage(attempt)
-			default:
-				hint = toolExecutionRetryHint()
-				reason = "tool_execution_error"
-				timelineMsg = toolExecutionRecoveryTimelineMessage(attempt)
 		}
-
+		ids := snapshotMCPIDs()
-			if logger != nil {
+		return buildEinoRunResultFromAccumulated(
-				logger.Warn("eino: recoverable error, will retry with corrective hint",
+			orchMode, runAccumulatedMsgs, lastAssistant, lastPlanExecuteExecutor, emptyHint, ids, true,
-					zap.Error(runErr), zap.Int("attempt", attempt), zap.String("reason", reason))
+		), runErr
-			}
-			flushAllPendingAsFailed(runErr)
-			retryHints = append(retryHints, hint)
-			if progress != nil {
-				progress("eino_recovery", timelineMsg, map[string]interface{}{
-					"conversationId": conversationID,
-					"source":         "eino",
-					"einoRetry":      attempt,
-					"runIndex":       attempt + 1,
-					"maxRuns":        maxToolCallRecoveryAttempts,
-					"reason":         reason,
-				})
-			}
-			return true, nil
 	}
 
 	for {
@@ -324,12 +333,25 @@ attemptLoop:
 					"source":         "eino",
 				})
 			}
-				return nil, ctx.Err()
+			return takePartial(ctx.Err())
 		default:
 		}
 
 		ev, ok := iter.Next()
 		if !ok {
+			// iter 结束并不总是“正常完成”：
+			// 当取消/超时发生在 iter.Next() 阻塞期间时，可能直接返回 !ok。
+			// 此时必须保留 checkpoint，避免后续恢复时被误判为“无断点”而全量重跑。
+			if ctxErr := ctx.Err(); ctxErr != nil {
+				flushAllPendingAsFailed(ctxErr)
+				if progress != nil {
+					progress("error", ctxErr.Error(), map[string]interface{}{
+						"conversationId": conversationID,
+						"source":         "eino",
+					})
+				}
+				return takePartial(ctxErr)
+			}
 			if len(pendingByID) > 0 {
 				orphanCount := len(pendingByID)
 				flushAllPendingAsFailed(errors.New("pending tool call missing result before run completion"))
@@ -342,17 +364,21 @@ attemptLoop:
 					})
 				}
 			}
-				lastRunMsgs = msgs
+			if cpStore != nil && checkPointID != "" {
-				break attemptLoop
+				if p, pErr := cpStore.path(checkPointID); pErr == nil {
+					if rmErr := os.Remove(p); rmErr != nil && !os.IsNotExist(rmErr) && logger != nil {
+						logger.Warn("eino checkpoint cleanup failed", zap.String("path", p), zap.Error(rmErr))
+					}
+				}
+			}
+			break
 		}
 		if ev == nil {
 			continue
 		}
 		if ev.Err != nil {
-				if retry, retErr := handleRunErr(ev.Err, attempt, ""); retErr != nil {
+			if retErr := handleRunErr(ev.Err); retErr != nil {
-					return nil, retErr
+				return takePartial(retErr)
-				} else if retry {
-					continue attemptLoop
 			}
 		}
 		if ev.AgentName != "" && progress != nil {
@@ -489,6 +515,7 @@ attemptLoop:
 			if streamsMainAssistant(ev.AgentName) {
 				if s := strings.TrimSpace(mainAssistantBuf.String()); s != "" {
 					lastAssistant = s
+					runAccumulatedMsgs = append(runAccumulatedMsgs, schema.AssistantMessage(s, nil))
 					if orchMode == "plan_execute" && strings.EqualFold(strings.TrimSpace(ev.AgentName), "executor") {
 						lastPlanExecuteExecutor = UnwrapPlanExecuteUserText(s)
 					}
@@ -528,10 +555,8 @@ attemptLoop:
 						"einoRole":       einoRoleTag(ev.AgentName),
 					})
 				}
-					if retry, retErr := handleRunErr(streamRecvErr, attempt, "stream_recv_error"); retErr != nil {
+				if retErr := handleRunErr(streamRecvErr); retErr != nil {
-						return nil, retErr
+					return takePartial(retErr)
-					} else if retry {
-						continue attemptLoop
 				}
 			}
 			continue
@@ -541,6 +566,7 @@ attemptLoop:
 		if gerr != nil || msg == nil {
 			continue
 		}
+		runAccumulatedMsgs = append(runAccumulatedMsgs, msg)
 		tryEmitToolCallsOnce(mergeMessageToolCalls(msg), ev.AgentName, orchestratorName, conversationID, progress, toolEmitSeen, subAgentToolStep, markPending)
 
 		if mv.Role == schema.Assistant {
@@ -640,13 +666,32 @@ attemptLoop:
 			progress("tool_result", fmt.Sprintf("工具结果 (%s)", toolName), data)
 		}
 	}
-	}
 
 	mcpIDsMu.Lock()
 	ids := append([]string(nil), *mcpIDs...)
 	mcpIDsMu.Unlock()
 
-	histJSON, _ := json.Marshal(lastRunMsgs)
+	out := buildEinoRunResultFromAccumulated(
+		orchMode, runAccumulatedMsgs, lastAssistant, lastPlanExecuteExecutor, emptyHint, ids, false,
+	)
+	return out, nil
+}
+
+func einoPartialRunLastOutputHint() string {
+	return "[执行未正常结束（用户停止、超时或异常）。续跑时请基于上文已产生的工具与结果继续，勿重复已完成步骤。]\n" +
+		"[Run ended abnormally; continue from the trace above without repeating completed steps.]"
+}
+
+func buildEinoRunResultFromAccumulated(
+	orchMode string,
+	runAccumulatedMsgs []adk.Message,
+	lastAssistant string,
+	lastPlanExecuteExecutor string,
+	emptyHint string,
+	mcpIDs []string,
+	partial bool,
+) *RunResult {
+	histJSON, _ := json.Marshal(runAccumulatedMsgs)
 	cleaned := strings.TrimSpace(lastAssistant)
 	if orchMode == "plan_execute" {
 		if e := strings.TrimSpace(lastPlanExecuteExecutor); e != "" {
@@ -662,15 +707,29 @@ attemptLoop:
 	if rs := []rune(cleaned); len(rs) > maxResponseRunes {
 		cleaned = string(rs[:maxResponseRunes]) + "\n\n... (response truncated / 响应已截断)"
 	}
+	lastOut := cleaned
+	resp := cleaned
+	if partial && cleaned == "" {
+		lastOut = einoPartialRunLastOutputHint()
+		resp = emptyHint
+	}
 	out := &RunResult{
-		Response:         cleaned,
+		Response:             resp,
-		MCPExecutionIDs:  ids,
+		MCPExecutionIDs:      mcpIDs,
-		LastReActInput:   string(histJSON),
+		LastAgentTraceInput:  string(histJSON),
-		LastReActOutput:  cleaned,
+		LastAgentTraceOutput: lastOut,
 	}
-	if out.Response == "" {
+	if !partial && out.Response == "" {
 		out.Response = emptyHint
-		out.LastReActOutput = out.Response
+		out.LastAgentTraceOutput = out.Response
 	}
-	return out, nil
+	return out
+}
+
+func buildEinoCheckpointID(orchMode string) string {
+	mode := sanitizeEinoPathSegment(strings.TrimSpace(orchMode))
+	if mode == "" {
+		mode = "default"
+	}
+	return "runner-" + mode
 }

internal/multiagent/eino_input_telemetry.go

@@ -0,0 +1,133 @@
+package multiagent
+
+import (
+	"context"
+	"strings"
+
+	"cyberstrike-ai/internal/agent"
+
+	"github.com/bytedance/sonic"
+	"github.com/cloudwego/eino/adk"
+	"github.com/cloudwego/eino/schema"
+	"go.uber.org/zap"
+)
+
+type einoModelInputTelemetryMiddleware struct {
+	adk.BaseChatModelAgentMiddleware
+	logger         *zap.Logger
+	modelName      string
+	conversationID string
+	phase          string
+}
+
+func newEinoModelInputTelemetryMiddleware(
+	logger *zap.Logger,
+	modelName string,
+	conversationID string,
+	phase string,
+) adk.ChatModelAgentMiddleware {
+	if logger == nil {
+		return nil
+	}
+	return &einoModelInputTelemetryMiddleware{
+		logger:         logger,
+		modelName:      strings.TrimSpace(modelName),
+		conversationID: strings.TrimSpace(conversationID),
+		phase:          strings.TrimSpace(phase),
+	}
+}
+
+func (m *einoModelInputTelemetryMiddleware) BeforeModelRewriteState(
+	ctx context.Context,
+	state *adk.ChatModelAgentState,
+	mc *adk.ModelContext,
+) (context.Context, *adk.ChatModelAgentState, error) {
+	if m == nil || m.logger == nil || state == nil {
+		return ctx, state, nil
+	}
+	tokens := estimateTokensForMessagesAndTools(ctx, m.modelName, state.Messages, mcTools(mc))
+	m.logger.Info("eino model input estimated",
+		zap.String("phase", m.phase),
+		zap.String("conversation_id", m.conversationID),
+		zap.Int("messages", len(state.Messages)),
+		zap.Int("tools", len(mcTools(mc))),
+		zap.Int("input_tokens_estimated", tokens),
+	)
+	return ctx, state, nil
+}
+
+func mcTools(mc *adk.ModelContext) []*schema.ToolInfo {
+	if mc == nil || len(mc.Tools) == 0 {
+		return nil
+	}
+	return mc.Tools
+}
+
+func estimateTokensForMessagesAndTools(
+	_ context.Context,
+	modelName string,
+	messages []adk.Message,
+	tools []*schema.ToolInfo,
+) int {
+	var sb strings.Builder
+	for _, msg := range messages {
+		if msg == nil {
+			continue
+		}
+		sb.WriteString(string(msg.Role))
+		sb.WriteByte('\n')
+		sb.WriteString(msg.Content)
+		sb.WriteByte('\n')
+		if msg.ReasoningContent != "" {
+			sb.WriteString(msg.ReasoningContent)
+			sb.WriteByte('\n')
+		}
+		if len(msg.ToolCalls) > 0 {
+			if b, err := sonic.Marshal(msg.ToolCalls); err == nil {
+				sb.Write(b)
+				sb.WriteByte('\n')
+			}
+		}
+	}
+	for _, tl := range tools {
+		if tl == nil {
+			continue
+		}
+		cp := *tl
+		cp.Extra = nil
+		if text, err := sonic.MarshalString(cp); err == nil {
+			sb.WriteString(text)
+			sb.WriteByte('\n')
+		}
+	}
+	text := sb.String()
+	if text == "" {
+		return 0
+	}
+	tc := agent.NewTikTokenCounter()
+	if n, err := tc.Count(modelName, text); err == nil {
+		return n
+	}
+	return (len(text) + 3) / 4
+}
+
+func logPlanExecuteModelInputEstimate(
+	logger *zap.Logger,
+	modelName string,
+	conversationID string,
+	phase string,
+	msgs []adk.Message,
+) {
+	if logger == nil {
+		return
+	}
+	tokens := estimateTokensForMessagesAndTools(context.Background(), modelName, msgs, nil)
+	logger.Info("eino model input estimated",
+		zap.String("phase", phase),
+		zap.String("conversation_id", strings.TrimSpace(conversationID)),
+		zap.Int("messages", len(msgs)),
+		zap.Int("tools", 0),
+		zap.Int("input_tokens_estimated", tokens),
+	)
+}
+

internal/multiagent/eino_middleware.go

@@ -8,6 +8,7 @@ import (
 	"strings"
 
 	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/mcp/builtin"
 
 	localbk "github.com/cloudwego/eino-ext/adk/backend/local"
 	"github.com/cloudwego/eino/adk"
@@ -65,6 +66,66 @@ func splitToolsForToolSearch(all []tool.BaseTool, alwaysVisible int) (static []t
 	return append([]tool.BaseTool(nil), all[:alwaysVisible]...), append([]tool.BaseTool(nil), all[alwaysVisible:]...), true
 }
 
+func splitToolsForToolSearchByNames(all []tool.BaseTool, names []string, fallbackAlwaysVisible int) (static []tool.BaseTool, dynamic []tool.BaseTool, ok bool) {
+	nameSet := make(map[string]struct{}, len(names))
+	for _, n := range names {
+		n = strings.TrimSpace(strings.ToLower(n))
+		if n == "" {
+			continue
+		}
+		nameSet[n] = struct{}{}
+	}
+	if len(nameSet) == 0 {
+		return splitToolsForToolSearch(all, fallbackAlwaysVisible)
+	}
+	static = make([]tool.BaseTool, 0, len(all))
+	dynamic = make([]tool.BaseTool, 0, len(all))
+	for _, t := range all {
+		if t == nil {
+			continue
+		}
+		info, err := t.Info(context.Background())
+		name := ""
+		if err == nil && info != nil {
+			name = strings.TrimSpace(strings.ToLower(info.Name))
+		}
+		if _, keep := nameSet[name]; keep {
+			static = append(static, t)
+			continue
+		}
+		dynamic = append(dynamic, t)
+	}
+	if len(static) == 0 || len(dynamic) == 0 {
+		// fallback: preserve previous behavior when whitelist misses all or includes all.
+		return splitToolsForToolSearch(all, fallbackAlwaysVisible)
+	}
+	return static, dynamic, true
+}
+
+func mergeAlwaysVisibleToolNames(configured []string) []string {
+	merged := make([]string, 0, len(configured)+32)
+	seen := make(map[string]struct{}, len(configured)+32)
+	add := func(name string) {
+		n := strings.TrimSpace(strings.ToLower(name))
+		if n == "" {
+			return
+		}
+		if _, ok := seen[n]; ok {
+			return
+		}
+		seen[n] = struct{}{}
+		merged = append(merged, n)
+	}
+	for _, n := range configured {
+		add(n)
+	}
+	// Always include hardcoded backend builtin MCP tools from constants.
+	for _, n := range builtin.GetAllBuiltinTools() {
+		add(n)
+	}
+	return merged
+}
+
 func buildReductionMiddleware(ctx context.Context, mw config.MultiAgentEinoMiddlewareConfig, convID string, loc *localbk.Local, logger *zap.Logger) (adk.ChatModelAgentMiddleware, error) {
 	if loc == nil {
 		return nil, fmt.Errorf("reduction: local backend nil")
@@ -87,6 +148,8 @@ func buildReductionMiddleware(ctx context.Context, mw config.MultiAgentEinoMiddl
 		RootDir:           root,
 		ReadFileToolName:  "read_file",
 		ClearExcludeTools: excl,
+		MaxLengthForTrunc: mw.ReductionMaxLengthForTruncEffective(),
+		MaxTokensForClear: int64(mw.ReductionMaxTokensForClearEffective()),
 	})
 	if err != nil {
 		return nil, err
@@ -142,7 +205,7 @@ func prependEinoMiddlewares(
 		alwaysVis = 12
 	}
 	if mw.ToolSearchEnable && len(tools) >= minTools {
-		static, dynamic, split := splitToolsForToolSearch(tools, alwaysVis)
+		static, dynamic, split := splitToolsForToolSearchByNames(tools, mergeAlwaysVisibleToolNames(mw.ToolSearchAlwaysVisibleTools), alwaysVis)
 		if split && len(dynamic) > 0 {
 			ts, terr := toolsearch.New(ctx, &toolsearch.Config{DynamicTools: dynamic})
 			if terr != nil {

internal/multiagent/eino_model_rewrite_pipeline.go

@@ -0,0 +1,38 @@
+package multiagent
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/cloudwego/eino/adk"
+)
+
+func applyBeforeModelRewriteHandlers(
+	ctx context.Context,
+	msgs []adk.Message,
+	handlers []adk.ChatModelAgentMiddleware,
+) ([]adk.Message, error) {
+	if len(msgs) == 0 || len(handlers) == 0 {
+		return msgs, nil
+	}
+	state := &adk.ChatModelAgentState{Messages: msgs}
+	modelCtx := &adk.ModelContext{}
+	curCtx := ctx
+	for _, h := range handlers {
+		if h == nil {
+			continue
+		}
+		nextCtx, nextState, err := h.BeforeModelRewriteState(curCtx, state, modelCtx)
+		if err != nil {
+			return nil, fmt.Errorf("before model rewrite: %w", err)
+		}
+		if nextCtx != nil {
+			curCtx = nextCtx
+		}
+		if nextState != nil {
+			state = nextState
+		}
+	}
+	return state.Messages, nil
+}
+

internal/multiagent/eino_orchestration.go

@@ -5,6 +5,7 @@ import (
 	"fmt"
 	"strings"
 
+	"cyberstrike-ai/internal/agent"
 	"cyberstrike-ai/internal/config"
 
 	"github.com/cloudwego/eino-ext/components/model/openai"
@@ -25,7 +26,12 @@ type PlanExecuteRootArgs struct {
 	LoopMaxIter          int
 	// AppCfg / Logger 非空时为 Executor 挂载与 Deep/Supervisor 一致的 Eino summarization 中间件。
 	AppCfg *config.Config
+	MwCfg  *config.MultiAgentEinoMiddlewareConfig
+	// ConversationID is used for transcript/isolation paths in middleware.
+	ConversationID string
 	Logger *zap.Logger
+	// ModelName is used for model input token estimation logs.
+	ModelName string
 	// ExecPreMiddlewares 是由 prependEinoMiddlewares 构建的前置中间件（patchtoolcalls, reduction, toolsearch, plantask），
 	// 与 Deep/Supervisor 主代理的 mainOrchestratorPre 一致。
 	ExecPreMiddlewares []adk.ChatModelAgentMiddleware
@@ -33,6 +39,8 @@ type PlanExecuteRootArgs struct {
 	SkillMiddleware adk.ChatModelAgentMiddleware
 	// FilesystemMiddleware 是 Eino filesystem 中间件，当 eino_skills.filesystem_tools 启用时提供本机文件读写与 Shell 能力（可选）。
 	FilesystemMiddleware adk.ChatModelAgentMiddleware
+	// PlannerReplannerRewriteHandlers applies BeforeModelRewriteState pipeline for planner/replanner input.
+	PlannerReplannerRewriteHandlers []adk.ChatModelAgentMiddleware
 }
 
 // NewPlanExecuteRoot 返回 plan → execute → replan 预置编排根节点（与 Deep / Supervisor 并列）。
@@ -50,7 +58,7 @@ func NewPlanExecuteRoot(ctx context.Context, a *PlanExecuteRootArgs) (adk.Resuma
 	plannerCfg := &planexecute.PlannerConfig{
 		ToolCallingChatModel: tcm,
 	}
-	if fn := planExecutePlannerGenInput(a.OrchInstruction); fn != nil {
+	if fn := planExecutePlannerGenInput(a.OrchInstruction, a.AppCfg, a.MwCfg, a.Logger, a.ModelName, a.ConversationID, a.PlannerReplannerRewriteHandlers); fn != nil {
 		plannerCfg.GenInputFn = fn
 	}
 	planner, err := planexecute.NewPlanner(ctx, plannerCfg)
@@ -59,7 +67,7 @@ func NewPlanExecuteRoot(ctx context.Context, a *PlanExecuteRootArgs) (adk.Resuma
 	}
 	replanner, err := planexecute.NewReplanner(ctx, &planexecute.ReplannerConfig{
 		ChatModel:  tcm,
-		GenInputFn: planExecuteReplannerGenInput(a.OrchInstruction),
+		GenInputFn: planExecuteReplannerGenInput(a.OrchInstruction, a.AppCfg, a.MwCfg, a.Logger, a.ModelName, a.ConversationID, a.PlannerReplannerRewriteHandlers),
 	})
 	if err != nil {
 		return nil, fmt.Errorf("plan_execute replanner: %w", err)
@@ -81,17 +89,20 @@ func NewPlanExecuteRoot(ctx context.Context, a *PlanExecuteRootArgs) (adk.Resuma
 	}
 	// 4. summarization（最后，与 Deep/Supervisor 一致）
 	if a.AppCfg != nil {
-		sumMw, sumErr := newEinoSummarizationMiddleware(ctx, a.ExecModel, a.AppCfg, a.Logger)
+		sumMw, sumErr := newEinoSummarizationMiddleware(ctx, a.ExecModel, a.AppCfg, a.MwCfg, a.ConversationID, a.Logger)
 		if sumErr != nil {
 			return nil, fmt.Errorf("plan_execute executor summarization: %w", sumErr)
 		}
 		execHandlers = append(execHandlers, sumMw)
 	}
+	if teleMw := newEinoModelInputTelemetryMiddleware(a.Logger, a.ModelName, a.ConversationID, "plan_execute_executor"); teleMw != nil {
+		execHandlers = append(execHandlers, teleMw)
+	}
 	executor, err := newPlanExecuteExecutor(ctx, &planexecute.ExecutorConfig{
 		Model:         a.ExecModel,
 		ToolsConfig:   a.ToolsCfg,
 		MaxIterations: a.ExecMaxIter,
-		GenInputFn:    planExecuteExecutorGenInput(a.OrchInstruction),
+		GenInputFn:    planExecuteExecutorGenInput(a.OrchInstruction, a.AppCfg, a.MwCfg, a.Logger, a.ModelName, a.ConversationID),
 	}, execHandlers)
 	if err != nil {
 		return nil, fmt.Errorf("plan_execute executor: %w", err)
@@ -110,20 +121,42 @@ func NewPlanExecuteRoot(ctx context.Context, a *PlanExecuteRootArgs) (adk.Resuma
 
 // planExecutePlannerGenInput 将 orchestrator instruction 作为 SystemMessage 注入 planner 输入。
 // 返回 nil 时 Eino 使用内置默认 planner prompt。
-func planExecutePlannerGenInput(orchInstruction string) planexecute.GenPlannerModelInputFn {
+func planExecutePlannerGenInput(
+	orchInstruction string,
+	appCfg *config.Config,
+	mwCfg *config.MultiAgentEinoMiddlewareConfig,
+	logger *zap.Logger,
+	modelName string,
+	conversationID string,
+	rewriteHandlers []adk.ChatModelAgentMiddleware,
+) planexecute.GenPlannerModelInputFn {
 	oi := strings.TrimSpace(orchInstruction)
-	if oi == "" {
+	if oi == "" && appCfg == nil {
 		return nil
 	}
 	return func(ctx context.Context, userInput []adk.Message) ([]adk.Message, error) {
+		userInput = capPlanExecuteUserInputMessages(userInput, appCfg, mwCfg)
 		msgs := make([]adk.Message, 0, 1+len(userInput))
+		if oi != "" {
 			msgs = append(msgs, schema.SystemMessage(oi))
+		}
 		msgs = append(msgs, userInput...)
+		if rewritten, rerr := applyBeforeModelRewriteHandlers(ctx, msgs, rewriteHandlers); rerr == nil && len(rewritten) > 0 {
+			msgs = rewritten
+		}
+		logPlanExecuteModelInputEstimate(logger, modelName, conversationID, "plan_execute_planner", msgs)
 		return msgs, nil
 	}
 }
 
-func planExecuteExecutorGenInput(orchInstruction string) planexecute.GenModelInputFn {
+func planExecuteExecutorGenInput(
+	orchInstruction string,
+	appCfg *config.Config,
+	mwCfg *config.MultiAgentEinoMiddlewareConfig,
+	logger *zap.Logger,
+	modelName string,
+	conversationID string,
+) planexecute.GenModelInputFn {
 	oi := strings.TrimSpace(orchInstruction)
 	return func(ctx context.Context, in *planexecute.ExecutionContext) ([]adk.Message, error) {
 		planContent, err := in.Plan.MarshalJSON()
@@ -131,9 +164,9 @@ func planExecuteExecutorGenInput(orchInstruction string) planexecute.GenModelInp
 			return nil, err
 		}
 		userMsgs, err := planexecute.ExecutorPrompt.Format(ctx, map[string]any{
-			"input":          planExecuteFormatInput(in.UserInput),
+			"input":          planExecuteFormatInput(capPlanExecuteUserInputMessages(in.UserInput, appCfg, mwCfg)),
 			"plan":           string(planContent),
-			"executed_steps": planExecuteFormatExecutedSteps(in.ExecutedSteps),
+			"executed_steps": planExecuteFormatExecutedSteps(in.ExecutedSteps, appCfg, mwCfg),
 			"step":           in.Plan.FirstStep(),
 		})
 		if err != nil {
@@ -142,6 +175,7 @@ func planExecuteExecutorGenInput(orchInstruction string) planexecute.GenModelInp
 		if oi != "" {
 			userMsgs = append([]adk.Message{schema.SystemMessage(oi)}, userMsgs...)
 		}
+		logPlanExecuteModelInputEstimate(logger, modelName, conversationID, "plan_execute_executor_gen_input", userMsgs)
 		return userMsgs, nil
 	}
 }
@@ -155,18 +189,22 @@ func planExecuteFormatInput(input []adk.Message) string {
 	return sb.String()
 }
 
-func planExecuteFormatExecutedSteps(results []planexecute.ExecutedStep) string {
+func planExecuteFormatExecutedSteps(results []planexecute.ExecutedStep, appCfg *config.Config, mwCfg *config.MultiAgentEinoMiddlewareConfig) string {
-	capped := capPlanExecuteExecutedSteps(results)
+	capped := capPlanExecuteExecutedStepsWithConfig(results, mwCfg)
-	var sb strings.Builder
+	return renderPlanExecuteStepsByBudget(capped, appCfg, mwCfg)
-	for _, result := range capped {
-		sb.WriteString(fmt.Sprintf("Step: %s\nResult: %s\n\n", result.Step, result.Result))
-	}
-	return sb.String()
 }
 
 // planExecuteReplannerGenInput 与 Eino 默认 Replanner 输入一致，但 executed_steps 经 cap 后再写入 prompt，
 // 且在 orchInstruction 非空时 prepend SystemMessage 使 replanner 也能接收全局指令。
-func planExecuteReplannerGenInput(orchInstruction string) planexecute.GenModelInputFn {
+func planExecuteReplannerGenInput(
+	orchInstruction string,
+	appCfg *config.Config,
+	mwCfg *config.MultiAgentEinoMiddlewareConfig,
+	logger *zap.Logger,
+	modelName string,
+	conversationID string,
+	rewriteHandlers []adk.ChatModelAgentMiddleware,
+) planexecute.GenModelInputFn {
 	oi := strings.TrimSpace(orchInstruction)
 	return func(ctx context.Context, in *planexecute.ExecutionContext) ([]adk.Message, error) {
 		planContent, err := in.Plan.MarshalJSON()
@@ -175,8 +213,8 @@ func planExecuteReplannerGenInput(orchInstruction string) planexecute.GenModelIn
 		}
 		msgs, err := planexecute.ReplannerPrompt.Format(ctx, map[string]any{
 			"plan":           string(planContent),
-			"input":          planExecuteFormatInput(in.UserInput),
+			"input":          planExecuteFormatInput(capPlanExecuteUserInputMessages(in.UserInput, appCfg, mwCfg)),
-			"executed_steps": planExecuteFormatExecutedSteps(in.ExecutedSteps),
+			"executed_steps": planExecuteFormatExecutedSteps(in.ExecutedSteps, appCfg, mwCfg),
 			"plan_tool":      planexecute.PlanToolInfo.Name,
 			"respond_tool":   planexecute.RespondToolInfo.Name,
 		})
@@ -186,10 +224,120 @@ func planExecuteReplannerGenInput(orchInstruction string) planexecute.GenModelIn
 		if oi != "" {
 			msgs = append([]adk.Message{schema.SystemMessage(oi)}, msgs...)
 		}
+		if rewritten, rerr := applyBeforeModelRewriteHandlers(ctx, msgs, rewriteHandlers); rerr == nil && len(rewritten) > 0 {
+			msgs = rewritten
+		}
+		logPlanExecuteModelInputEstimate(logger, modelName, conversationID, "plan_execute_replanner", msgs)
 		return msgs, nil
 	}
 }
 
+func capPlanExecuteUserInputMessages(input []adk.Message, appCfg *config.Config, mwCfg *config.MultiAgentEinoMiddlewareConfig) []adk.Message {
+	if len(input) == 0 {
+		return input
+	}
+	maxTotal := 120000
+	modelName := "gpt-4o"
+	if appCfg != nil {
+		if appCfg.OpenAI.MaxTotalTokens > 0 {
+			maxTotal = appCfg.OpenAI.MaxTotalTokens
+		}
+		if m := strings.TrimSpace(appCfg.OpenAI.Model); m != "" {
+			modelName = m
+		}
+	}
+	// Reserve most tokens for planner/replanner prompt and tool schema.
+	ratio := 0.35
+	if mwCfg != nil {
+		ratio = mwCfg.PlanExecuteUserInputBudgetRatioEffective()
+	}
+	budget := int(float64(maxTotal) * ratio)
+	if budget < 4096 {
+		budget = 4096
+	}
+	tc := agent.NewTikTokenCounter()
+	out := make([]adk.Message, 0, len(input))
+	used := 0
+	for i := len(input) - 1; i >= 0; i-- {
+		msg := input[i]
+		if msg == nil {
+			continue
+		}
+		n, err := tc.Count(modelName, string(msg.Role)+"\n"+msg.Content)
+		if err != nil {
+			n = (len(msg.Content) + 3) / 4
+		}
+		if n <= 0 {
+			n = 1
+		}
+		if used+n > budget {
+			break
+		}
+		used += n
+		out = append(out, msg)
+	}
+	for i, j := 0, len(out)-1; i < j; i, j = i+1, j-1 {
+		out[i], out[j] = out[j], out[i]
+	}
+	if len(out) == 0 {
+		// Keep the latest user message at least.
+		return []adk.Message{input[len(input)-1]}
+	}
+	return out
+}
+
+func renderPlanExecuteStepsByBudget(steps []planexecute.ExecutedStep, appCfg *config.Config, mwCfg *config.MultiAgentEinoMiddlewareConfig) string {
+	if len(steps) == 0 {
+		return ""
+	}
+	maxTotal := 120000
+	modelName := "gpt-4o"
+	if appCfg != nil {
+		if appCfg.OpenAI.MaxTotalTokens > 0 {
+			maxTotal = appCfg.OpenAI.MaxTotalTokens
+		}
+		if m := strings.TrimSpace(appCfg.OpenAI.Model); m != "" {
+			modelName = m
+		}
+	}
+	ratio := 0.2
+	if mwCfg != nil {
+		ratio = mwCfg.PlanExecuteExecutedStepsBudgetRatioEffective()
+	}
+	budget := int(float64(maxTotal) * ratio)
+	if budget < 3072 {
+		budget = 3072
+	}
+	tc := agent.NewTikTokenCounter()
+	var kept []string
+	used := 0
+	skipped := 0
+	for i := len(steps) - 1; i >= 0; i-- {
+		block := fmt.Sprintf("Step: %s\nResult: %s\n\n", steps[i].Step, steps[i].Result)
+		n, err := tc.Count(modelName, block)
+		if err != nil {
+			n = (len(block) + 3) / 4
+		}
+		if n <= 0 {
+			n = 1
+		}
+		if used+n > budget {
+			skipped = i + 1
+			break
+		}
+		used += n
+		kept = append(kept, block)
+	}
+	var sb strings.Builder
+	if skipped > 0 {
+		sb.WriteString(fmt.Sprintf("Earlier executed steps omitted due to context budget: %d steps.\n\n", skipped))
+	}
+	for i := len(kept) - 1; i >= 0; i-- {
+		sb.WriteString(kept[i])
+	}
+	return sb.String()
+}
+
 // planExecuteStreamsMainAssistant 将规划/执行/重规划各阶段助手流式输出映射到主对话区。
 func planExecuteStreamsMainAssistant(agent string) bool {
 	if agent == "" {

internal/multiagent/eino_single_runner.go

@@ -125,7 +125,7 @@ func RunEinoSingleChatModelAgent(
 		return nil, fmt.Errorf("eino single 模型: %w", err)
 	}
 
-	mainSumMw, err := newEinoSummarizationMiddleware(ctx, mainModel, appCfg, logger)
+	mainSumMw, err := newEinoSummarizationMiddleware(ctx, mainModel, appCfg, &ma.EinoMiddleware, conversationID, logger)
 	if err != nil {
 		return nil, fmt.Errorf("eino single summarization: %w", err)
 	}
@@ -145,6 +145,9 @@ func RunEinoSingleChatModelAgent(
 		handlers = append(handlers, einoSkillMW)
 	}
 	handlers = append(handlers, mainSumMw)
+	if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "eino_single"); teleMw != nil {
+		handlers = append(handlers, teleMw)
+	}
 
 	maxIter := ma.MaxIteration
 	if maxIter <= 0 {
@@ -165,11 +168,29 @@ func RunEinoSingleChatModelAgent(
 		},
 		EmitInternalEvents: true,
 	}
+	ins := injectToolNamesOnlyInstruction(ctx, ag.EinoSingleAgentSystemInstruction(), mainTools)
+	if logger != nil {
+		names := collectToolNames(ctx, mainTools)
+		mountedNames := collectToolNames(ctx, mainToolsForCfg)
+		hasToolSearch := false
+		for _, n := range names {
+			if strings.EqualFold(strings.TrimSpace(n), "tool_search") {
+				hasToolSearch = true
+				break
+			}
+		}
+		logger.Info("eino tool-name injection",
+			zap.String("scope", "eino_single"),
+			zap.Int("tool_names", len(names)),
+			zap.Int("mounted_tool_names", len(mountedNames)),
+			zap.Bool("has_tool_search", hasToolSearch),
+		)
+	}
 
 	chatCfg := &adk.ChatModelAgentConfig{
 		Name:          einoSingleAgentName,
 		Description:   "Eino ADK ChatModelAgent with MCP tools for authorized security testing.",
-		Instruction:   ag.EinoSingleAgentSystemInstruction(),
+		Instruction:   ins,
 		Model:         mainModel,
 		ToolsConfig:   mainToolsCfg,
 		MaxIterations: maxIter,
@@ -188,7 +209,7 @@ func RunEinoSingleChatModelAgent(
 		return nil, fmt.Errorf("eino single NewChatModelAgent: %w", err)
 	}
 
-	baseMsgs := historyToMessages(history)
+	baseMsgs := historyToMessages(history, appCfg, &ma.EinoMiddleware)
 	baseMsgs = append(baseMsgs, schema.UserMessage(userMessage))
 
 	streamsMainAssistant := func(agent string) bool {

internal/multiagent/eino_summarize.go

@@ -3,6 +3,8 @@ package multiagent
 import (
 	"context"
 	"fmt"
+	"os"
+	"path/filepath"
 	"strings"
 
 	"cyberstrike-ai/internal/agent"
@@ -32,6 +34,8 @@ func newEinoSummarizationMiddleware(
 	ctx context.Context,
 	summaryModel model.BaseChatModel,
 	appCfg *config.Config,
+	mwCfg *config.MultiAgentEinoMiddlewareConfig,
+	conversationID string,
 	logger *zap.Logger,
 ) (adk.ChatModelAgentMiddleware, error) {
 	if summaryModel == nil || appCfg == nil {
@@ -41,7 +45,14 @@ func newEinoSummarizationMiddleware(
 	if maxTotal <= 0 {
 		maxTotal = 120000
 	}
-	trigger := int(float64(maxTotal) * 0.9)
+	triggerRatio := 0.8
+	emitInternalEvents := true
+	if mwCfg != nil {
+		triggerRatio = mwCfg.SummarizationTriggerRatioEffective()
+		emitInternalEvents = mwCfg.SummarizationEmitInternalEventsEffective()
+	}
+	// Keep enough safety margin for tokenizer/model-side accounting mismatch.
+	trigger := int(float64(maxTotal) * triggerRatio)
 	if trigger < 4096 {
 		trigger = maxTotal
 		if trigger < 4096 {
@@ -57,28 +68,57 @@ func newEinoSummarizationMiddleware(
 	if modelName == "" {
 		modelName = "gpt-4o"
 	}
+	tokenCounter := einoSummarizationTokenCounter(modelName)
+	recentTrailMax := trigger / 4
+	if recentTrailMax < 2048 {
+		recentTrailMax = 2048
+	}
+	if recentTrailMax > trigger/2 {
+		recentTrailMax = trigger / 2
+	}
+	transcriptPath := ""
+	if conv := strings.TrimSpace(conversationID); conv != "" {
+		baseRoot := filepath.Join(os.TempDir(), "cyberstrike-summarization")
+		if dbPath := strings.TrimSpace(appCfg.Database.Path); dbPath != "" {
+			// Persist with the same lifecycle as local conversation storage.
+			baseRoot = filepath.Join(filepath.Dir(dbPath), "conversation_artifacts", sanitizeEinoPathSegment(conv), "summarization")
+		}
+		base := baseRoot
+		if mkErr := os.MkdirAll(base, 0o755); mkErr == nil {
+			transcriptPath = filepath.Join(base, "transcript.txt")
+		}
+	}
 
 	mw, err := summarization.New(ctx, &summarization.Config{
 		Model: summaryModel,
 		Trigger: &summarization.TriggerCondition{
 			ContextTokens: trigger,
 		},
-		TokenCounter:       einoSummarizationTokenCounter(modelName),
+		TokenCounter:       tokenCounter,
 		UserInstruction:    einoSummarizeUserInstruction,
-		EmitInternalEvents: false,
+		EmitInternalEvents: emitInternalEvents,
+		TranscriptFilePath: transcriptPath,
 		PreserveUserMessages: &summarization.PreserveUserMessages{
 			Enabled:   true,
 			MaxTokens: preserveMax,
 		},
+		Finalize: func(ctx context.Context, originalMessages []adk.Message, summary adk.Message) ([]adk.Message, error) {
+			return summarizeFinalizeWithRecentAssistantToolTrail(ctx, originalMessages, summary, tokenCounter, recentTrailMax)
+		},
 		Callback: func(ctx context.Context, before, after adk.ChatModelAgentState) error {
 			if logger == nil {
 				return nil
 			}
+			beforeTokens, _ := tokenCounter(ctx, &summarization.TokenCounterInput{Messages: before.Messages})
+			afterTokens, _ := tokenCounter(ctx, &summarization.TokenCounterInput{Messages: after.Messages})
 			logger.Info("eino summarization 已压缩上下文",
 				zap.Int("messages_before", len(before.Messages)),
 				zap.Int("messages_after", len(after.Messages)),
+				zap.Int("tokens_before_estimated", beforeTokens),
+				zap.Int("tokens_after_estimated", afterTokens),
 				zap.Int("max_total_tokens", maxTotal),
 				zap.Int("trigger_context_tokens", trigger),
+				zap.String("transcript_file", transcriptPath),
 			)
 			return nil
 		},
@@ -89,6 +129,108 @@ func newEinoSummarizationMiddleware(
 	return mw, nil
 }
 
+// summarizeFinalizeWithRecentAssistantToolTrail 在摘要消息后保留最近 assistant/tool 轨迹，避免压缩后执行链断裂。
+func summarizeFinalizeWithRecentAssistantToolTrail(
+	ctx context.Context,
+	originalMessages []adk.Message,
+	summary adk.Message,
+	tokenCounter summarization.TokenCounterFunc,
+	recentTrailTokenBudget int,
+) ([]adk.Message, error) {
+	systemMsgs := make([]adk.Message, 0, len(originalMessages))
+	nonSystem := make([]adk.Message, 0, len(originalMessages))
+	for _, msg := range originalMessages {
+		if msg == nil {
+			continue
+		}
+		if msg.Role == schema.System {
+			systemMsgs = append(systemMsgs, msg)
+			continue
+		}
+		nonSystem = append(nonSystem, msg)
+	}
+
+	if recentTrailTokenBudget <= 0 || len(nonSystem) == 0 {
+		out := make([]adk.Message, 0, len(systemMsgs)+1)
+		out = append(out, systemMsgs...)
+		out = append(out, summary)
+		return out, nil
+	}
+
+	selectedReverse := make([]adk.Message, 0, 8)
+	seen := make(map[adk.Message]struct{})
+	totalTokens := 0
+	assistantToolKept := 0
+	const minAssistantToolTrail = 4
+
+	tryKeep := func(msg adk.Message) (bool, error) {
+		if msg == nil {
+			return false, nil
+		}
+		if _, ok := seen[msg]; ok {
+			return false, nil
+		}
+		n, err := tokenCounter(ctx, &summarization.TokenCounterInput{Messages: []adk.Message{msg}})
+		if err != nil {
+			return false, err
+		}
+		if n <= 0 {
+			n = 1
+		}
+		if totalTokens+n > recentTrailTokenBudget {
+			return false, nil
+		}
+		totalTokens += n
+		selectedReverse = append(selectedReverse, msg)
+		seen[msg] = struct{}{}
+		return true, nil
+	}
+
+	// 优先保留最近 assistant/tool，确保执行轨迹可续跑。
+	for i := len(nonSystem) - 1; i >= 0; i-- {
+		msg := nonSystem[i]
+		if msg.Role != schema.Assistant && msg.Role != schema.Tool {
+			continue
+		}
+		ok, err := tryKeep(msg)
+		if err != nil {
+			return nil, err
+		}
+		if ok {
+			assistantToolKept++
+		}
+		if assistantToolKept >= minAssistantToolTrail {
+			break
+		}
+	}
+
+	// 在预算内回填更多最近消息，保持短链路上下文。
+	for i := len(nonSystem) - 1; i >= 0; i-- {
+		_, exists := seen[nonSystem[i]]
+		if exists {
+			continue
+		}
+		ok, err := tryKeep(nonSystem[i])
+		if err != nil {
+			return nil, err
+		}
+		if !ok {
+			break
+		}
+	}
+
+	selected := make([]adk.Message, 0, len(selectedReverse))
+	for i := len(selectedReverse) - 1; i >= 0; i-- {
+		selected = append(selected, selectedReverse[i])
+	}
+
+	out := make([]adk.Message, 0, len(systemMsgs)+1+len(selected))
+	out = append(out, systemMsgs...)
+	out = append(out, summary)
+	out = append(out, selected...)
+	return out, nil
+}
+
 func einoSummarizationTokenCounter(openAIModel string) summarization.TokenCounterFunc {
 	tc := agent.NewTikTokenCounter()
 	return func(ctx context.Context, input *summarization.TokenCounterInput) (int, error) {

internal/multiagent/eino_tool_name_injection.go

@@ -0,0 +1,73 @@
+package multiagent
+
+import (
+	"context"
+	"strings"
+
+	"github.com/cloudwego/eino/components/tool"
+)
+
+// injectToolNamesOnlyInstruction prepends a compact tool-name-only section into
+// the system instruction so the model can reference current callable names.
+func injectToolNamesOnlyInstruction(ctx context.Context, instruction string, tools []tool.BaseTool) string {
+	names := collectToolNames(ctx, tools)
+	if len(names) == 0 {
+		return strings.TrimSpace(instruction)
+	}
+	hasToolSearch := false
+	for _, n := range names {
+		if strings.EqualFold(strings.TrimSpace(n), "tool_search") {
+			hasToolSearch = true
+			break
+		}
+	}
+
+	var sb strings.Builder
+	sb.WriteString("以下是当前会话中可调用的工具名称列表（仅名称，无参数定义）：\n")
+	for _, name := range names {
+		sb.WriteString("- ")
+		sb.WriteString(name)
+		sb.WriteByte('\n')
+	}
+	sb.WriteString("\n使用规则：\n")
+	sb.WriteString("1) 上述仅为名称列表，不包含参数定义。\n")
+	if hasToolSearch {
+		sb.WriteString("2) 在调用具体工具前，应先使用 tool_search 查看工具详情与参数要求，再发起调用。\n")
+	} else {
+		sb.WriteString("2) 调用具体工具前，请先确认该工具的参数要求；不确定时先澄清再调用。\n")
+	}
+	sb.WriteString("3) 不要臆造不存在的工具名。\n\n")
+	if s := strings.TrimSpace(instruction); s != "" {
+		sb.WriteString(s)
+	}
+	return sb.String()
+}
+
+func collectToolNames(ctx context.Context, tools []tool.BaseTool) []string {
+	if len(tools) == 0 {
+		return nil
+	}
+	seen := make(map[string]struct{}, len(tools))
+	out := make([]string, 0, len(tools))
+	for _, t := range tools {
+		if t == nil {
+			continue
+		}
+		info, err := t.Info(ctx)
+		if err != nil || info == nil {
+			continue
+		}
+		name := strings.TrimSpace(info.Name)
+		if name == "" {
+			continue
+		}
+		key := strings.ToLower(name)
+		if _, ok := seen[key]; ok {
+			continue
+		}
+		seen[key] = struct{}{}
+		out = append(out, name)
+	}
+	return out
+}
+

internal/multiagent/no_nested_task.go

@@ -59,4 +59,3 @@ func (m *noNestedTaskMiddleware) WrapInvokableToolCall(
 		return endpoint(ctx2, argumentsInJSON, opts...)
 	}, nil
 }
-

internal/multiagent/plan_execute_executor.go

@@ -71,7 +71,7 @@ func planExecuteDefaultGenExecutorInput(ctx context.Context, in *planexecute.Exe
 	return planexecute.ExecutorPrompt.Format(ctx, map[string]any{
 		"input":          planExecuteFormatInput(in.UserInput),
 		"plan":           string(planContent),
-		"executed_steps": planExecuteFormatExecutedSteps(in.ExecutedSteps),
+		"executed_steps": planExecuteFormatExecutedSteps(in.ExecutedSteps, nil, nil),
 		"step":           in.Plan.FirstStep(),
 	})
 }

internal/multiagent/plan_execute_steps_cap.go

@@ -5,6 +5,8 @@ import (
 	"strings"
 	"unicode/utf8"
 
+	"cyberstrike-ai/internal/config"
+
 	"github.com/cloudwego/eino/adk/prebuilt/planexecute"
 )
 
@@ -12,8 +14,11 @@ import (
 // 此处仅约束「写入模型 prompt 的视图」，不修改 Eino session 中的原始 ExecutedSteps。
 
 const (
-	planExecuteMaxStepResultRunes = 12000
+	defaultPlanExecuteMaxStepResultRunes = 4000
-	planExecuteKeepLastSteps    = 16
+	defaultPlanExecuteKeepLastSteps      = 8
+	// Backward-compatible aliases for tests and existing references.
+	planExecuteMaxStepResultRunes = defaultPlanExecuteMaxStepResultRunes
+	planExecuteKeepLastSteps      = defaultPlanExecuteKeepLastSteps
 )
 
 func truncateRunesWithSuffix(s string, maxRunes int, suffix string) string {
@@ -29,16 +34,26 @@ func truncateRunesWithSuffix(s string, maxRunes int, suffix string) string {
 
 // capPlanExecuteExecutedSteps 折叠较早步骤、截断单步过长结果，供 prompt 使用。
 func capPlanExecuteExecutedSteps(steps []planexecute.ExecutedStep) []planexecute.ExecutedStep {
+	return capPlanExecuteExecutedStepsWithConfig(steps, nil)
+}
+
+func capPlanExecuteExecutedStepsWithConfig(steps []planexecute.ExecutedStep, mwCfg *config.MultiAgentEinoMiddlewareConfig) []planexecute.ExecutedStep {
 	if len(steps) == 0 {
 		return steps
 	}
+	maxStepResultRunes := defaultPlanExecuteMaxStepResultRunes
+	keepLastSteps := defaultPlanExecuteKeepLastSteps
+	if mwCfg != nil {
+		maxStepResultRunes = mwCfg.PlanExecuteMaxStepResultRunesEffective()
+		keepLastSteps = mwCfg.PlanExecuteKeepLastStepsEffective()
+	}
 	out := make([]planexecute.ExecutedStep, 0, len(steps)+1)
 	start := 0
-	if len(steps) > planExecuteKeepLastSteps {
+	if len(steps) > keepLastSteps {
-		start = len(steps) - planExecuteKeepLastSteps
+		start = len(steps) - keepLastSteps
 		var b strings.Builder
 		b.WriteString(fmt.Sprintf("（上文已完成 %d 步；此处仅保留步骤标题以节省上下文，完整输出已省略。后续 %d 步仍保留正文。）\n",
-			start, planExecuteKeepLastSteps))
+			start, keepLastSteps))
 		for i := 0; i < start; i++ {
 			b.WriteString(fmt.Sprintf("- %s\n", steps[i].Step))
 		}
@@ -50,8 +65,8 @@ func capPlanExecuteExecutedSteps(steps []planexecute.ExecutedStep) []planexecute
 	suffix := "\n…[step result truncated]"
 	for i := start; i < len(steps); i++ {
 		e := steps[i]
-		if utf8.RuneCountInString(e.Result) > planExecuteMaxStepResultRunes {
+		if utf8.RuneCountInString(e.Result) > maxStepResultRunes {
-			e.Result = truncateRunesWithSuffix(e.Result, planExecuteMaxStepResultRunes, suffix)
+			e.Result = truncateRunesWithSuffix(e.Result, maxStepResultRunes, suffix)
 		}
 		out = append(out, e)
 	}

internal/multiagent/runner.go

@@ -32,8 +32,8 @@ import (
 type RunResult struct {
 	Response             string
 	MCPExecutionIDs      []string
-	LastReActInput  string
+	LastAgentTraceInput  string // 已序列化的消息带（JSON）：原生循环或 Eino 均写入，供续跑/攻击链等恢复上下文
-	LastReActOutput string
+	LastAgentTraceOutput string // 本轮助手侧对外展示文本（摘要或最终回复）
 }
 
 // toolCallPendingInfo tracks a tool_call emitted to the UI so we can later
@@ -237,7 +237,7 @@ func RunDeepAgent(
 				subMax = subDefaultIter
 			}
 
-			subSumMw, err := newEinoSummarizationMiddleware(ctx, subModel, appCfg, logger)
+			subSumMw, err := newEinoSummarizationMiddleware(ctx, subModel, appCfg, &ma.EinoMiddleware, conversationID, logger)
 			if err != nil {
 				return nil, fmt.Errorf("子代理 %q summarization 中间件: %w", id, err)
 			}
@@ -257,11 +257,33 @@ func RunDeepAgent(
 				subHandlers = append(subHandlers, einoSkillMW)
 			}
 			subHandlers = append(subHandlers, subSumMw)
+			if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "sub_agent"); teleMw != nil {
+				subHandlers = append(subHandlers, teleMw)
+			}
 
+			subInstrFinal := injectToolNamesOnlyInstruction(ctx, instr, subTools)
+			if logger != nil {
+				subNames := collectToolNames(ctx, subTools)
+				mountedNames := collectToolNames(ctx, subToolsForCfg)
+				hasToolSearch := false
+				for _, n := range subNames {
+					if strings.EqualFold(strings.TrimSpace(n), "tool_search") {
+						hasToolSearch = true
+						break
+					}
+				}
+				logger.Info("eino tool-name injection",
+					zap.String("scope", "sub_agent"),
+					zap.String("agent", id),
+					zap.Int("tool_names", len(subNames)),
+					zap.Int("mounted_tool_names", len(mountedNames)),
+					zap.Bool("has_tool_search", hasToolSearch),
+				)
+			}
 			sa, err := adk.NewChatModelAgent(ctx, &adk.ChatModelAgentConfig{
 				Name:        id,
 				Description: desc,
-				Instruction: instr,
+				Instruction: subInstrFinal,
 				Model:       subModel,
 				ToolsConfig: adk.ToolsConfig{
 					ToolsNodeConfig: compose.ToolsNodeConfig{
@@ -289,7 +311,7 @@ func RunDeepAgent(
 		return nil, fmt.Errorf("多代理主模型: %w", err)
 	}
 
-	mainSumMw, err := newEinoSummarizationMiddleware(ctx, mainModel, appCfg, logger)
+	mainSumMw, err := newEinoSummarizationMiddleware(ctx, mainModel, appCfg, &ma.EinoMiddleware, conversationID, logger)
 	if err != nil {
 		return nil, fmt.Errorf("多代理主 summarization 中间件: %w", err)
 	}
@@ -313,6 +335,25 @@ func RunDeepAgent(
 			orchDescription = d
 		}
 	}
+	orchInstruction = injectToolNamesOnlyInstruction(ctx, orchInstruction, mainTools)
+	if logger != nil {
+		mainNames := collectToolNames(ctx, mainTools)
+		mountedNames := collectToolNames(ctx, mainToolsForCfg)
+		hasToolSearch := false
+		for _, n := range mainNames {
+			if strings.EqualFold(strings.TrimSpace(n), "tool_search") {
+				hasToolSearch = true
+				break
+			}
+		}
+		logger.Info("eino tool-name injection",
+			zap.String("scope", "orchestrator"),
+			zap.String("orchestration", orchMode),
+			zap.Int("tool_names", len(mainNames)),
+			zap.Int("mounted_tool_names", len(mountedNames)),
+			zap.Bool("has_tool_search", hasToolSearch),
+		)
+	}
 
 	supInstr := strings.TrimSpace(orchInstruction)
 	if orchMode == "supervisor" {
@@ -352,6 +393,9 @@ func RunDeepAgent(
 		deepHandlers = append(deepHandlers, einoSkillMW)
 	}
 	deepHandlers = append(deepHandlers, mainSumMw)
+	if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "deep_orchestrator"); teleMw != nil {
+		deepHandlers = append(deepHandlers, teleMw)
+	}
 
 	supHandlers := []adk.ChatModelAgentMiddleware{}
 	if len(mainOrchestratorPre) > 0 {
@@ -361,6 +405,9 @@ func RunDeepAgent(
 		supHandlers = append(supHandlers, einoSkillMW)
 	}
 	supHandlers = append(supHandlers, mainSumMw)
+	if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "supervisor_orchestrator"); teleMw != nil {
+		supHandlers = append(supHandlers, teleMw)
+	}
 
 	mainToolsCfg := adk.ToolsConfig{
 		ToolsNodeConfig: compose.ToolsNodeConfig{
@@ -399,10 +446,17 @@ func RunDeepAgent(
 			ExecMaxIter:          deepMaxIter,
 			LoopMaxIter:          ma.PlanExecuteLoopMaxIterations,
 			AppCfg:               appCfg,
+			MwCfg:                &ma.EinoMiddleware,
+			ConversationID:       conversationID,
 			Logger:               logger,
+			ModelName:            appCfg.OpenAI.Model,
 			ExecPreMiddlewares:   mainOrchestratorPre,
 			SkillMiddleware:      einoSkillMW,
 			FilesystemMiddleware: peFsMw,
+			PlannerReplannerRewriteHandlers: []adk.ChatModelAgentMiddleware{
+				mainSumMw,
+				newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "plan_execute_planner_replanner_rewrite"),
+			},
 		})
 		if perr != nil {
 			return nil, perr
@@ -468,7 +522,7 @@ func RunDeepAgent(
 		da = dDeep
 	}
 
-	baseMsgs := historyToMessages(history)
+	baseMsgs := historyToMessages(history, appCfg, &ma.EinoMiddleware)
 	baseMsgs = append(baseMsgs, schema.UserMessage(userMessage))
 
 	streamsMainAssistant := func(agent string) bool {
@@ -505,34 +559,77 @@ func RunDeepAgent(
 	}, baseMsgs)
 }
 
-func historyToMessages(history []agent.ChatMessage) []adk.Message {
+func historyToMessages(history []agent.ChatMessage, appCfg *config.Config, mwCfg *config.MultiAgentEinoMiddlewareConfig) []adk.Message {
 	if len(history) == 0 {
 		return nil
 	}
-	// 放宽条数上限：跨轮历史交给 Eino Summarization（阈值对齐 openai.max_total_tokens）在调用模型前压缩，避免在入队前硬截断为 40 条。
+	// Keep a bounded tail first; then enforce a token budget.
-	const maxHistoryMessages = 300
+	const maxHistoryMessages = 200
 	start := 0
 	if len(history) > maxHistoryMessages {
 		start = len(history) - maxHistoryMessages
 	}
-	out := make([]adk.Message, 0, len(history[start:]))
+	raw := make([]adk.Message, 0, len(history[start:]))
 	for _, h := range history[start:] {
 		switch h.Role {
 		case "user":
 			if strings.TrimSpace(h.Content) != "" {
-				out = append(out, schema.UserMessage(h.Content))
+				raw = append(raw, schema.UserMessage(h.Content))
 			}
 		case "assistant":
 			if strings.TrimSpace(h.Content) == "" && len(h.ToolCalls) > 0 {
 				continue
 			}
 			if strings.TrimSpace(h.Content) != "" {
-				out = append(out, schema.AssistantMessage(h.Content, nil))
+				raw = append(raw, schema.AssistantMessage(h.Content, nil))
 			}
 		default:
 			continue
 		}
 	}
+	if len(raw) == 0 {
+		return raw
+	}
+	maxTotal := 120000
+	modelName := "gpt-4o"
+	if appCfg != nil {
+		if appCfg.OpenAI.MaxTotalTokens > 0 {
+			maxTotal = appCfg.OpenAI.MaxTotalTokens
+		}
+		if m := strings.TrimSpace(appCfg.OpenAI.Model); m != "" {
+			modelName = m
+		}
+	}
+	ratio := 0.35
+	if mwCfg != nil {
+		ratio = mwCfg.HistoryInputBudgetRatioEffective()
+	}
+	budget := int(float64(maxTotal) * ratio)
+	if budget < 4096 {
+		budget = 4096
+	}
+	tc := agent.NewTikTokenCounter()
+	outRev := make([]adk.Message, 0, len(raw))
+	used := 0
+	for i := len(raw) - 1; i >= 0; i-- {
+		msg := raw[i]
+		n, err := tc.Count(modelName, string(msg.Role)+"\n"+msg.Content)
+		if err != nil {
+			n = (len(msg.Content) + 3) / 4
+		}
+		if n <= 0 {
+			n = 1
+		}
+		if used+n > budget {
+			break
+		}
+		used += n
+		outRev = append(outRev, msg)
+	}
+	out := make([]adk.Message, 0, len(outRev))
+	for i := len(outRev) - 1; i >= 0; i-- {
+		out = append(out, outRev[i])
+	}
 	return out
 }
 

internal/multiagent/tool_args_json_retry.go

@@ -1,51 +0,0 @@
-package multiagent
-
-import (
-	"fmt"
-	"strings"
-
-	"github.com/cloudwego/eino/schema"
-)
-
-// maxToolCallRecoveryAttempts 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）。
-// 该常量同时用于 JSON 参数错误和工具执行错误（如子代理名称不存在）的恢复重试。
-const maxToolCallRecoveryAttempts = 5
-
-// 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, maxToolCallRecoveryAttempts, attempt+1, maxToolCallRecoveryAttempts,
-	)
-}
-
-// 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

@@ -1,17 +0,0 @@
-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")
-	}
-}

internal/multiagent/tool_execution_retry.go

@@ -1,44 +0,0 @@
-package multiagent
-
-import (
-	"fmt"
-
-	"github.com/cloudwego/eino/schema"
-)
-
-// toolExecutionRetryHint returns a user message appended to the conversation to prompt
-// the LLM to adjust after a tool execution error (tool not found, binary missing,
-// runtime failure, network error, etc.).
-func toolExecutionRetryHint() *schema.Message {
-	return schema.UserMessage(`[System] Your previous tool call failed. Possible causes:
-- The tool or sub-agent name does not exist (typo or unregistered name).
-- The tool call arguments were not valid JSON.
-- The tool's underlying binary is not installed or not in PATH.
-- The tool encountered a runtime error (timeout, network failure, permission denied, etc.).
-
-Please review the error message above, check available tools, and either:
-1. Retry with corrected arguments or a different tool, OR
-2. Inform the user about the limitation and proceed with an alternative approach.
-
-[系统提示] 上一次工具调用失败，可能原因：
-- 工具名或子代理名称不存在（拼写错误或未注册）；
-- 工具调用参数不是合法 JSON；
-- 工具依赖的底层二进制程序未安装或不在 PATH 中；
-- 工具运行时遇到错误（超时、网络故障、权限不足等）。
-
-请根据上述错误信息检查可用工具，然后：
-1. 修正参数或改用其他工具重试，或者
-2. 告知用户当前限制并采用替代方案继续。`)
-}
-
-// toolExecutionRecoveryTimelineMessage returns a message for the eino_recovery event
-// displayed in the UI timeline when a tool execution error triggers a retry.
-func toolExecutionRecoveryTimelineMessage(attempt int) string {
-	return fmt.Sprintf(
-		"工具调用执行失败。已向对话追加纠错提示并要求模型调整策略。"+
-			"当前为第 %d/%d 轮完整运行。\n\n"+
-			"Tool call execution failed. "+
-			"A corrective hint was appended. This is full run %d of %d.",
-		attempt+1, maxToolCallRecoveryAttempts, attempt+1, maxToolCallRecoveryAttempts,
-	)
-}

internal/security/executor_test.go

@@ -265,4 +265,3 @@ func TestPaginateLines(t *testing.T) {
 		t.Errorf("空列表应该返回空结果。实际: %d行", len(emptyPage.Lines))
 	}
 }
-

internal/skillpackage/content.go

@@ -162,4 +162,3 @@ func truncateRunes(s string, max int) string {
 	}
 	return string(r[:max]) + "…"
 }
-

web/static/css/style.css

@@ -4472,6 +4472,25 @@ header {
     flex-wrap: wrap;
 }
 
+.tool-resident-toggle {
+    display: inline-flex;
+    align-items: center;
+    gap: 4px;
+    font-size: 0.75rem;
+    color: var(--text-secondary);
+    border: 1px solid var(--border-color);
+    border-radius: 12px;
+    padding: 2px 8px;
+    background: var(--bg-secondary);
+    cursor: pointer;
+}
+
+.tool-resident-toggle input[type="checkbox"] {
+    width: 14px;
+    height: 14px;
+    margin: 0;
+}
+
 .external-tool-badge {
     display: inline-flex;
     align-items: center;
@@ -8970,7 +8989,7 @@ header {
 /* 任务管理 · 队列卡片：单行主网格 + 进度列内统计，降低高度 */
 .batch-queue-item__inner--grid {
     display: grid;
-    grid-template-columns: minmax(0, 1fr) minmax(128px, auto) minmax(88px, 14%) 44px;
+    grid-template-columns: minmax(0, 1fr) minmax(128px, auto) minmax(88px, 14%) minmax(40px, max-content);
     grid-template-rows: auto;
     grid-template-areas: "lead cluster progress actions";
     column-gap: 22px;
@@ -9051,6 +9070,12 @@ header {
     justify-self: end;
     align-self: center;
     padding-left: 6px;
+    display: flex;
+    flex-direction: row;
+    flex-wrap: nowrap;
+    align-items: center;
+    justify-content: flex-end;
+    gap: 6px;
 }
 
 .batch-queue-item__idline--lead {
@@ -9137,6 +9162,12 @@ header {
 }
 
 .batch-queue-icon-btn:hover {
+    color: var(--accent-color, #0066ff);
+    border-color: rgba(0, 102, 255, 0.35);
+    background: rgba(0, 102, 255, 0.08);
+}
+
+.batch-queue-icon-btn--danger:hover {
     color: var(--error-color, #dc3545);
     border-color: rgba(220, 53, 69, 0.35);
     background: rgba(220, 53, 69, 0.06);
@@ -13575,29 +13606,87 @@ header {
 
 .vulnerability-details {
     display: grid;
-    grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
+    grid-template-columns: repeat(2, minmax(0, 1fr));
-    gap: 12px;
+    gap: 14px 16px;
     margin-bottom: 16px;
     padding: 12px;
     background: var(--bg-secondary);
     border-radius: 6px;
+    align-items: start;
 }
 
-.detail-item {
+/* 元数据条数为奇数时，最后一项占满一行，长 URL/队列 ID 更易读 */
+.vulnerability-details .vuln-detail-field:last-child:nth-child(odd) {
+    grid-column: 1 / -1;
+}
+
+@media (max-width: 768px) {
+    .vulnerability-details {
+        grid-template-columns: 1fr;
+    }
+
+    .vulnerability-details .vuln-detail-field:last-child:nth-child(odd) {
+        grid-column: auto;
+    }
+}
+
+/* 漏洞详情字段：标签与值分行，长 ID/URL 可换行、可选中复制 */
+.vuln-detail-field {
+    min-width: 0;
     font-size: 0.875rem;
 }
 
-.detail-item strong {
+.vuln-detail-field__label {
     color: var(--text-secondary);
-    margin-right: 4px;
+    font-weight: 600;
+    font-size: 0.75rem;
+    margin-bottom: 6px;
+    text-transform: none;
+    letter-spacing: normal;
 }
 
-.detail-item code {
+.vuln-detail-field__row {
+    display: flex;
+    align-items: flex-start;
+    gap: 8px;
+    min-width: 0;
+}
+
+.vuln-detail-field-value {
+    flex: 1;
+    min-width: 0;
+    margin: 0;
+    padding: 8px 10px;
+    border-radius: 6px;
     background: var(--bg-tertiary);
-    padding: 2px 6px;
+    border: 1px solid var(--border-color);
-    border-radius: 4px;
+    font-size: 0.8125rem;
-    font-size: 0.8rem;
+    line-height: 1.45;
-    font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
+    word-break: break-word;
+    overflow-wrap: anywhere;
+    white-space: pre-wrap;
+    user-select: text;
+    -webkit-user-select: text;
+    color: var(--text-primary);
+    font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', 'Consolas', monospace;
+}
+
+.vuln-detail-field__copy {
+    flex-shrink: 0;
+    margin-top: 2px;
+    padding: 6px;
+    line-height: 0;
+    border-radius: 6px;
+    color: var(--text-secondary);
+    border: 1px solid transparent;
+    background: transparent;
+    cursor: pointer;
+}
+
+.vuln-detail-field__copy:hover {
+    color: var(--accent-color);
+    background: var(--bg-primary);
+    border-color: var(--border-color);
 }
 
 .vulnerability-proof,

web/static/i18n/en-US.json

@@ -178,7 +178,6 @@
     "taskCancelled": "Task cancelled",
     "unknownTool": "Unknown tool",
     "einoAgentReplyTitle": "Sub-agent reply",
-    "einoRecoveryTitle": "🔄 Invalid tool JSON · run {{n}}/{{max}} (hint appended)",
     "einoStreamErrorTitle": "⚠️ Eino stream interrupted ({{agent}})",
     "einoStreamErrorMessage": "Streaming read failed; the system will retry or terminate according to policy.",
     "iterationLimitReachedTitle": "⛔ Iteration limit reached",
@@ -304,6 +303,8 @@
     "clearHistory": "Clear history",
     "cancelTask": "Cancel task",
     "viewConversation": "View conversation",
+    "viewVulnerabilities": "View vulnerabilities",
+    "viewVulnerabilitiesQueueTitle": "View vulnerabilities: open management filtered to this queue",
     "retryTask": "Retry",
     "conversationIdLabel": "Conversation ID",
     "statusPending": "Pending",
@@ -575,6 +576,10 @@
     "addExternal": "Add external MCP",
     "toolConfig": "MCP tool config",
     "saveToolConfig": "Save tool config",
+    "alwaysVisibleLabel": "Pinned",
+    "alwaysVisibleHint": "Always keep visible in Tool Search results",
+    "alwaysVisibleBuiltinLabel": "Builtin default",
+    "alwaysVisibleBuiltinHint": "Backend builtin tool is pinned by default and cannot be disabled",
     "externalConfig": "External MCP config",
     "loadingTools": "Loading tools...",
     "loadToolsTimeout": "Tools load timeout. External MCP may be slow. Click Refresh to retry or check connection.",
@@ -1313,6 +1318,12 @@
     "clear": "Clear",
     "vulnId": "Vuln ID",
     "conversationId": "Conversation ID",
+    "taskOrQueueId": "Task / queue ID",
+    "filterTaskOrQueue": "Filter by task or queue ID",
+    "conversationTag": "Conversation tag",
+    "filterConversationTag": "Filter by conversation tag",
+    "taskTag": "Task tag",
+    "filterTaskTag": "Filter by task tag",
     "severity": "Severity",
     "status": "Status",
     "statusOpen": "Open",
@@ -1322,7 +1333,31 @@
     "searchVulnId": "Search vuln ID",
     "filterConversation": "Filter by conversation",
     "loading": "Loading...",
-    "noRecords": "No vulnerability records"
+    "loadListFailed": "Failed to load",
+    "noRecords": "No vulnerability records",
+    "batchExport": "Batch export",
+    "downloadMarkdownTitle": "Download Markdown",
+    "exportNoResults": "No vulnerabilities match the current filters",
+    "exportStarted": "Started downloading {{count}} file(s)",
+    "exportFailed": "Export failed",
+    "saveRequiredFields": "Please fill in conversation ID, title, and severity",
+    "saveFailed": "Save failed",
+    "fetchFailed": "Failed to fetch vulnerability",
+    "deleteFailed": "Delete failed",
+    "detailVulnId": "Vuln ID",
+    "detailType": "Type",
+    "detailTarget": "Target",
+    "detailConversationId": "Conversation ID",
+    "detailTaskId": "Task ID",
+    "detailTaskQueueId": "Task queue ID",
+    "detailConversationTag": "Conversation tag",
+    "detailTaskTag": "Task tag",
+    "detailProof": "Proof",
+    "detailImpact": "Impact",
+    "detailRecommendation": "Remediation",
+    "downloadOkTitle": "Downloaded",
+    "exportFailedMessage": "Export failed",
+    "downloadFailed": "Download failed"
   },
   "tasksPage": {
     "statusFilter": "Status filter",
@@ -1673,6 +1708,7 @@
   },
   "contextMenu": {
     "viewAttackChain": "View attack chain",
+    "viewVulnerabilities": "View vulnerabilities",
     "downloadMarkdown": "Download Markdown",
     "downloadMarkdownSummary": "Summary",
     "downloadMarkdownFull": "Full",
@@ -1768,6 +1804,10 @@
   "vulnerabilityModal": {
     "conversationId": "Conversation ID",
     "conversationIdPlaceholder": "Enter conversation ID",
+    "conversationTag": "Conversation tag",
+    "conversationTagPlaceholder": "e.g. engagement A, weekly report",
+    "taskTag": "Task tag",
+    "taskTagPlaceholder": "e.g. batch scan Q2, retest",
     "title": "Title",
     "titlePlaceholder": "Vulnerability title",
     "description": "Description",
@@ -1795,6 +1835,25 @@
     "recommendation": "Recommendation",
     "recommendationPlaceholder": "Remediation"
   },
+  "vulnerabilityMd": {
+    "headingBasic": "Basic information",
+    "labelId": "Vulnerability ID",
+    "labelSeverity": "Severity",
+    "labelStatus": "Status",
+    "labelType": "Type",
+    "labelTarget": "Target",
+    "labelConversationId": "Conversation ID",
+    "labelTaskId": "Task ID",
+    "labelTaskQueueId": "Task queue ID",
+    "labelConversationTag": "Conversation tag",
+    "labelTaskTag": "Task tag",
+    "labelCreated": "Created at",
+    "labelUpdated": "Updated at",
+    "headingDescription": "Description",
+    "headingProof": "Proof (POC)",
+    "headingImpact": "Impact",
+    "headingRecommendation": "Remediation"
+  },
   "roleModal": {
     "addRole": "Add role",
     "editRole": "Edit role",

web/static/i18n/zh-CN.json

@@ -178,7 +178,6 @@
     "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）",
     "einoStreamErrorTitle": "⚠️ Eino 流式中断（{{agent}}）",
     "einoStreamErrorMessage": "流式读取异常，系统将按策略重试或结束。",
     "iterationLimitReachedTitle": "⛔ 达到迭代上限",
@@ -304,6 +303,8 @@
     "clearHistory": "清空历史",
     "cancelTask": "取消任务",
     "viewConversation": "查看对话",
+    "viewVulnerabilities": "查看漏洞",
+    "viewVulnerabilitiesQueueTitle": "查看漏洞：打开漏洞管理并筛选本队列",
     "retryTask": "重试",
     "conversationIdLabel": "对话ID",
     "statusPending": "待执行",
@@ -575,6 +576,10 @@
     "addExternal": "添加外部MCP",
     "toolConfig": "MCP 工具配置",
     "saveToolConfig": "保存工具配置",
+    "alwaysVisibleLabel": "常驻",
+    "alwaysVisibleHint": "始终常驻在 Tool Search 可见列表（不被 tool_search 隐藏）",
+    "alwaysVisibleBuiltinLabel": "内置默认",
+    "alwaysVisibleBuiltinHint": "后端内置工具默认常驻，不可关闭",
     "externalConfig": "外部 MCP 配置",
     "loadingTools": "正在加载工具列表...",
     "loadToolsTimeout": "加载工具列表超时，可能是外部MCP连接较慢。请点击\"刷新\"按钮重试，或检查外部MCP连接状态。",
@@ -1313,6 +1318,12 @@
     "clear": "清除",
     "vulnId": "漏洞ID",
     "conversationId": "会话ID",
+    "taskOrQueueId": "任务ID/队列ID",
+    "filterTaskOrQueue": "筛选任务ID或队列ID",
+    "conversationTag": "对话标签",
+    "filterConversationTag": "筛选对话标签",
+    "taskTag": "任务标签",
+    "filterTaskTag": "筛选任务标签",
     "severity": "严重程度",
     "status": "状态",
     "statusOpen": "待处理",
@@ -1322,7 +1333,31 @@
     "searchVulnId": "搜索漏洞ID",
     "filterConversation": "筛选特定会话",
     "loading": "加载中...",
-    "noRecords": "暂无漏洞记录"
+    "loadListFailed": "加载失败",
+    "noRecords": "暂无漏洞记录",
+    "batchExport": "批量导出",
+    "downloadMarkdownTitle": "下载 Markdown",
+    "exportNoResults": "当前筛选条件下无可导出漏洞",
+    "exportStarted": "已开始下载 {{count}} 份报告",
+    "exportFailed": "导出失败",
+    "saveRequiredFields": "请填写必填字段：会话ID、标题和严重程度",
+    "saveFailed": "保存失败",
+    "fetchFailed": "获取漏洞失败",
+    "deleteFailed": "删除失败",
+    "detailVulnId": "漏洞ID",
+    "detailType": "类型",
+    "detailTarget": "目标",
+    "detailConversationId": "会话ID",
+    "detailTaskId": "任务ID",
+    "detailTaskQueueId": "任务队列ID",
+    "detailConversationTag": "对话标签",
+    "detailTaskTag": "任务标签",
+    "detailProof": "证明",
+    "detailImpact": "影响",
+    "detailRecommendation": "修复建议",
+    "downloadOkTitle": "下载成功",
+    "exportFailedMessage": "导出失败",
+    "downloadFailed": "下载失败"
   },
   "tasksPage": {
     "statusFilter": "状态筛选",
@@ -1673,6 +1708,7 @@
   },
   "contextMenu": {
     "viewAttackChain": "查看攻击链",
+    "viewVulnerabilities": "查看漏洞",
     "downloadMarkdown": "下载 Markdown",
     "downloadMarkdownSummary": "简版",
     "downloadMarkdownFull": "完整版",
@@ -1768,6 +1804,10 @@
   "vulnerabilityModal": {
     "conversationId": "会话ID",
     "conversationIdPlaceholder": "输入会话ID",
+    "conversationTag": "对话标签",
+    "conversationTagPlaceholder": "如：红队演练A、客户A周报",
+    "taskTag": "任务标签",
+    "taskTagPlaceholder": "如：批量扫描Q2、专项复测",
     "title": "标题",
     "titlePlaceholder": "漏洞标题",
     "description": "描述",
@@ -1795,6 +1835,25 @@
     "recommendation": "修复建议",
     "recommendationPlaceholder": "修复建议"
   },
+  "vulnerabilityMd": {
+    "headingBasic": "基本信息",
+    "labelId": "漏洞ID",
+    "labelSeverity": "严重程度",
+    "labelStatus": "状态",
+    "labelType": "类型",
+    "labelTarget": "目标",
+    "labelConversationId": "会话ID",
+    "labelTaskId": "任务ID",
+    "labelTaskQueueId": "任务队列ID",
+    "labelConversationTag": "对话标签",
+    "labelTaskTag": "任务标签",
+    "labelCreated": "创建时间",
+    "labelUpdated": "更新时间",
+    "headingDescription": "描述",
+    "headingProof": "证明（POC）",
+    "headingImpact": "影响",
+    "headingRecommendation": "修复建议"
+  },
   "roleModal": {
     "addRole": "添加角色",
     "editRole": "编辑角色",

web/static/js/chat.js

@@ -2226,10 +2226,6 @@ 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') {
@@ -6125,6 +6121,17 @@ async function downloadConversationMarkdownFromContext(includeToolDetails = fals
     closeContextMenu();
 }
 
+// 从上下文菜单跳转到漏洞管理，并按当前对话 ID 筛选
+function navigateToVulnerabilitiesForContextConversation() {
+    const convId = contextMenuConversationId;
+    if (!convId) {
+        closeContextMenu();
+        return;
+    }
+    closeContextMenu();
+    window.location.hash = 'vulnerabilities?conversation_id=' + encodeURIComponent(convId);
+}
+
 // 从上下文菜单删除对话
 function deleteConversationFromContext() {
     const convId = contextMenuConversationId;

web/static/js/monitor.js

@@ -1133,24 +1133,6 @@ function handleStreamEvent(event, progressElement, progressId,
             });
             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
-            });
-            // If the backend triggers a recovery run, any "running" tool_call items in this progress
-            // should be closed to avoid being stuck forever.
-            finalizeOutstandingToolCallsForProgress(progressId, 'failed');
-            break;
-        }
-
         case 'eino_stream_error': {
             const d = event.data || {};
             const agent = d.einoAgent ? String(d.einoAgent) : '';
@@ -2190,15 +2172,6 @@ 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);
     }
@@ -2309,12 +2282,6 @@ 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 += `
@@ -3197,10 +3164,6 @@ 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) {

web/static/js/router.js

@@ -1,19 +1,19 @@
 // 页面路由管理
 let currentPage = 'dashboard';
 
-/** 仅当停留在 chat 时保留 ?conversation= 等查询串，其它页面只使用 pageId */
+/** chat、漏洞管理页在切换时保留当前 hash 上的查询串（如 ?conversation= / ?conversation_id=） */
 function buildHashForPage(pageId) {
-    if (pageId !== 'chat') {
+    if (pageId !== 'chat' && pageId !== 'vulnerabilities') {
         return pageId;
     }
     const full = window.location.hash.slice(1);
     const parts = full.split('?');
     const curPage = parts[0];
     const q = parts.length > 1 ? parts.slice(1).join('?') : '';
-    if (curPage === 'chat' && q) {
+    if (curPage === pageId && q) {
-        return 'chat?' + q;
+        return pageId + '?' + q;
     }
-    return 'chat';
+    return pageId;
 }
 
 let chatConversationFromHashSeq = 0;
@@ -301,12 +301,7 @@ async function initPage(pageId) {
             break;
         case 'mcp-management':
             // 初始化MCP管理
-            // 先加载外部MCP列表（快速），然后加载工具列表
+            const startLoadMcpTools = () => {
-            if (typeof loadExternalMCPs === 'function') {
-                loadExternalMCPs().catch(err => {
-                    console.warn('加载外部MCP列表失败:', err);
-                });
-            }
                 // 加载工具列表（MCP工具配置已移到MCP管理页面）
                 // 使用异步加载，避免阻塞页面渲染
                 if (typeof loadToolsList === 'function') {
@@ -321,6 +316,23 @@ async function initPage(pageId) {
                         });
                     }, 100);
                 }
+            };
+            // 先拉取全局配置，确保 tool_search 常驻状态按后端生效集合展示
+            if (typeof loadConfig === 'function') {
+                loadConfig(false)
+                    .catch(err => {
+                        console.warn('加载配置失败（将继续加载工具列表）:', err);
+                    })
+                    .finally(startLoadMcpTools);
+            } else {
+                startLoadMcpTools();
+            }
+            // 先加载外部MCP列表（快速），然后加载工具列表
+            if (typeof loadExternalMCPs === 'function') {
+                loadExternalMCPs().catch(err => {
+                    console.warn('加载外部MCP列表失败:', err);
+                });
+            }
             break;
         case 'vulnerabilities':
             // 初始化漏洞管理页面

web/static/js/settings.js

@@ -1,6 +1,8 @@
 // 设置相关功能
 let currentConfig = null;
 let allTools = [];
+let alwaysVisibleToolNames = new Set();
+let alwaysVisibleBuiltinToolNames = new Set();
 // 全局工具状态映射，用于保存用户在所有页面的修改
 // key: 唯一工具标识符（toolKey），value: { enabled: boolean, is_external: boolean, external_mcp: string }
 let toolStateMap = new Map();
@@ -100,6 +102,14 @@ async function loadConfig(loadTools = true) {
         }
         
         currentConfig = await response.json();
+        const alwaysVisibleList = currentConfig?.multi_agent?.tool_search_always_visible_effective_tools;
+        const alwaysVisibleConfigured = currentConfig?.multi_agent?.tool_search_always_visible_tools;
+        alwaysVisibleToolNames = new Set(Array.isArray(alwaysVisibleList) ? alwaysVisibleList.filter(Boolean) : []);
+        alwaysVisibleBuiltinToolNames = new Set(
+            alwaysVisibleToolNames.size > 0 && Array.isArray(alwaysVisibleConfigured)
+                ? Array.from(alwaysVisibleToolNames).filter(name => !alwaysVisibleConfigured.includes(name))
+                : []
+        );
         
         // 填充OpenAI配置
         const providerEl = document.getElementById('openai-provider');
@@ -498,6 +508,8 @@ function renderToolsList() {
             is_external: tool.is_external || false,
             external_mcp: tool.external_mcp || ''
         };
+        const alwaysVisibleChecked = alwaysVisibleToolNames.has(tool.name);
+        const alwaysVisibleLocked = alwaysVisibleBuiltinToolNames.has(tool.name);
         
         // 外部工具标签，显示来源信息（可点击跳转到对应 MCP 卡片）
         let externalBadge = '';
@@ -521,6 +533,11 @@ function renderToolsList() {
                 <div class="tool-item-name">
                     ${escapeHtml(tool.name)}
                     ${externalBadge}
+                    <label class="tool-resident-toggle" title="${typeof window.t === 'function' ? window.t('mcp.alwaysVisibleHint') : '始终常驻在 Tool Search 可见列表'}" onclick="event.stopPropagation()">
+                        <input type="checkbox" ${alwaysVisibleChecked ? 'checked' : ''} ${alwaysVisibleLocked ? 'disabled' : ''} onchange="handleToolAlwaysVisibleChange('${escapeHtml(tool.name)}', this.checked)" />
+                        <span>${typeof window.t === 'function' ? window.t('mcp.alwaysVisibleLabel') : '常驻'}</span>
+                    </label>
+                    ${alwaysVisibleLocked ? `<span class="external-tool-badge" title="${typeof window.t === 'function' ? window.t('mcp.alwaysVisibleBuiltinHint') : '后端内置工具默认常驻，不可关闭'}">${typeof window.t === 'function' ? window.t('mcp.alwaysVisibleBuiltinLabel') : '内置默认'}</span>` : ''}
                     <span class="tool-expand-icon">▶</span>
                 </div>
                 <div class="tool-item-desc">${escapeHtml(tool.description || (typeof window.t === 'function' ? window.t('mcp.noDescription') : '无描述'))}</div>
@@ -716,6 +733,16 @@ function handleToolCheckboxChange(toolKey, enabled) {
     updateToolsStats();
 }
 
+function handleToolAlwaysVisibleChange(toolName, alwaysVisible) {
+    const name = (toolName || '').trim();
+    if (!name) return;
+    if (alwaysVisible) {
+        alwaysVisibleToolNames.add(name);
+    } else {
+        alwaysVisibleToolNames.delete(name);
+    }
+}
+
 // 全选工具
 function selectAllTools() {
     document.querySelectorAll('#tools-list input[type="checkbox"]').forEach(checkbox => {
@@ -886,9 +913,11 @@ async function updateToolsStats() {
     }
     
     const tStats = typeof window.t === 'function' ? window.t : (k) => k;
+    const pinnedCount = alwaysVisibleToolNames.size;
     statsEl.innerHTML = `
         <span title="${tStats('mcp.currentPageEnabled')}">✅ ${tStats('mcp.currentPageEnabled')}: <strong>${currentPageEnabled}</strong> / ${currentPageTotal}</span>
         <span title="${tStats('mcp.totalEnabled')}">📊 ${tStats('mcp.totalEnabled')}: <strong>${totalEnabled}</strong> / ${totalTools}</span>
+        <span title="${tStats('mcp.alwaysVisibleHint')}">📌 ${tStats('mcp.alwaysVisibleLabel')}: <strong>${pinnedCount}</strong></span>
     `;
 }
 
@@ -1230,6 +1259,13 @@ async function saveToolsConfig() {
         const config = {
             openai: currentConfig.openai || {},
             agent: currentConfig.agent || {},
+            multi_agent: {
+                enabled: currentConfig?.multi_agent?.enabled === true,
+                robot_use_multi_agent: currentConfig?.multi_agent?.robot_use_multi_agent === true,
+                batch_use_multi_agent: currentConfig?.multi_agent?.batch_use_multi_agent === true,
+                plan_execute_loop_max_iterations: Number(currentConfig?.multi_agent?.plan_execute_loop_max_iterations || 0),
+                tool_search_always_visible_tools: Array.from(alwaysVisibleToolNames).filter(name => !alwaysVisibleBuiltinToolNames.has(name))
+            },
             tools: []
         };
         

web/static/js/tasks.js

@@ -531,6 +531,7 @@ function renderTaskItem(task, statusMap, isHistory = false) {
                         ${isHistory && completedText ? completedText : timeText}
                     </span>
                     ${canCancel ? `<button class="btn-secondary btn-small" onclick="cancelTask('${task.conversationId}', this)">` + _t('tasks.cancelTask') + `</button>` : ''}
+                    ${task.conversationId ? `<button class="btn-secondary btn-small" onclick="navigateToVulnerabilitiesFromTasksPage('conversation', '${task.conversationId}')">` + _t('tasks.viewVulnerabilities') + `</button>` : ''}
                     ${task.conversationId ? `<button class="btn-secondary btn-small" onclick="viewConversation('${task.conversationId}')">` + _t('tasks.viewConversation') + `</button>` : ''}
                 </div>
             </div>
@@ -708,6 +709,17 @@ function viewConversation(conversationId) {
     }
 }
 
+// 跳转漏洞管理并按对话 ID 或批量队列 ID 筛选（队列 ID 走 task_id，与列表筛选项一致）
+function navigateToVulnerabilitiesFromTasksPage(kind, id) {
+    if (!id) return;
+    const enc = encodeURIComponent(id);
+    if (kind === 'queue') {
+        window.location.hash = 'vulnerabilities?task_id=' + enc;
+    } else if (kind === 'conversation') {
+        window.location.hash = 'vulnerabilities?conversation_id=' + enc;
+    }
+}
+
 // 刷新任务列表
 async function refreshTasks() {
     await loadTasks();
@@ -1134,6 +1146,8 @@ function renderBatchQueues() {
         const progress = stats.total > 0 ? Math.round((stats.completed + stats.failed + stats.cancelled) / stats.total * 100) : 0;
         // 允许删除待执行、已完成或已取消状态的队列
         const canDelete = queue.status === 'pending' || queue.status === 'completed' || queue.status === 'cancelled';
+        // 操作列常驻「查看漏洞」，不再使用 --no-actions 隐藏整列（否则无法从运行中队列跳转漏洞页）
+        const noActionsClass = '';
         
         const loadedRoles = batchQueuesState.loadedRoles || [];
         const roleIcon = getRoleIconForDisplay(queue.role, loadedRoles);
@@ -1157,7 +1171,6 @@ function renderBatchQueues() {
             : `<h4 class="batch-queue-card-title batch-queue-card-title--muted">${escapeHtml(_t('tasks.batchQueueUntitled'))}</h4>`;
         const doneCount = stats.completed + stats.failed + stats.cancelled;
 
-        const noActionsClass = canDelete ? '' : ' batch-queue-item--no-actions';
         return `
             <div class="batch-queue-item batch-queue-item--compact${cardMod}${noActionsClass}" data-queue-id="${queue.id}" onclick="showBatchQueueDetail('${queue.id}')">
                 <div class="batch-queue-item__inner batch-queue-item__inner--grid">
@@ -1182,7 +1195,8 @@ function renderBatchQueues() {
                         </div>
                     </div>
                     <div class="batch-queue-item__actions-col" onclick="event.stopPropagation();">
-                        ${canDelete ? `<button type="button" class="batch-queue-icon-btn" onclick="deleteBatchQueueFromList('${queue.id}')" title="${escapeHtml(_t('tasks.deleteQueue'))}" aria-label="${escapeHtml(_t('tasks.deleteQueue'))}"><svg class="batch-queue-icon-btn__svg" width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><path d="M3 6h18"/><path d="M19 6v14a2 2 0 0 1-2 2H7a2 2 0 0 1-2-2V6"/><path d="M8 6V4a2 2 0 0 1 2-2h4a2 2 0 0 1 2 2v2"/><path d="M10 11v6"/><path d="M14 11v6"/></svg></button>` : ''}
+                        <button type="button" class="batch-queue-icon-btn" onclick="navigateToVulnerabilitiesFromTasksPage('queue', '${queue.id}')" title="${escapeHtml(_t('tasks.viewVulnerabilitiesQueueTitle'))}" aria-label="${escapeHtml(_t('tasks.viewVulnerabilitiesQueueTitle'))}"><svg class="batch-queue-icon-btn__svg" width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><path d="M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z"/><path d="M9 12l2 2 4-4"/></svg></button>
+                        ${canDelete ? `<button type="button" class="batch-queue-icon-btn batch-queue-icon-btn--danger" onclick="deleteBatchQueueFromList('${queue.id}')" title="${escapeHtml(_t('tasks.deleteQueue'))}" aria-label="${escapeHtml(_t('tasks.deleteQueue'))}"><svg class="batch-queue-icon-btn__svg" width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><path d="M3 6h18"/><path d="M19 6v14a2 2 0 0 1-2 2H7a2 2 0 0 1-2-2V6"/><path d="M8 6V4a2 2 0 0 1 2-2h4a2 2 0 0 1 2 2v2"/><path d="M10 11v6"/><path d="M14 11v6"/></svg></button>` : ''}
                     </div>
                 </div>
             </div>

web/static/js/vulnerability.js

@@ -1,5 +1,43 @@
 // 漏洞管理相关功能
 
+function vulnT(key, opts) {
+    if (typeof window.t === 'function') {
+        return window.t(key, opts);
+    }
+    return key;
+}
+
+function vulnDateLocale() {
+    try {
+        const lang = (window.__locale || '').toLowerCase();
+        if (lang.indexOf('zh') === 0) {
+            return 'zh-CN';
+        }
+    } catch (e) { /* ignore */ }
+    return 'en-US';
+}
+
+function vulnSeverityLabel(code) {
+    const m = {
+        critical: 'dashboard.severityCritical',
+        high: 'dashboard.severityHigh',
+        medium: 'dashboard.severityMedium',
+        low: 'dashboard.severityLow',
+        info: 'dashboard.severityInfo'
+    };
+    return m[code] ? vulnT(m[code]) : code;
+}
+
+function vulnStatusLabel(code) {
+    const m = {
+        open: 'vulnerabilityPage.statusOpen',
+        confirmed: 'vulnerabilityPage.statusConfirmed',
+        fixed: 'vulnerabilityPage.statusFixed',
+        false_positive: 'vulnerabilityPage.statusFalsePositive'
+    };
+    return m[code] ? vulnT(m[code]) : code;
+}
+
 // 从localStorage读取每页显示数量，默认为20
 const getVulnerabilityPageSize = () => {
     const saved = localStorage.getItem('vulnerabilityPageSize');
@@ -10,6 +48,9 @@ let currentVulnerabilityId = null;
 let vulnerabilityFilters = {
     id: '',
     conversation_id: '',
+    task_id: '',
+    conversation_tag: '',
+    task_tag: '',
     severity: '',
     status: ''
 };
@@ -20,10 +61,43 @@ let vulnerabilityPagination = {
     totalPages: 1
 };
 
+// 从地址栏 #vulnerabilities?conversation_id= / ?task_id= 同步筛选（对话菜单、任务管理联动）
+function syncVulnerabilityFiltersFromLocationHash() {
+    const hash = window.location.hash.slice(1);
+    const hashParts = hash.split('?');
+    if (hashParts[0] !== 'vulnerabilities' || hashParts.length < 2) {
+        return;
+    }
+    const params = new URLSearchParams(hashParts.slice(1).join('?'));
+    const cid = (params.get('conversation_id') || '').trim();
+    const tid = (params.get('task_id') || '').trim();
+    if (!cid && !tid) {
+        return;
+    }
+
+    vulnerabilityFilters.conversation_id = '';
+    vulnerabilityFilters.task_id = '';
+    const convEl = document.getElementById('vulnerability-conversation-filter');
+    const taskEl = document.getElementById('vulnerability-task-filter');
+    if (convEl) convEl.value = '';
+    if (taskEl) taskEl.value = '';
+
+    if (cid) {
+        vulnerabilityFilters.conversation_id = cid;
+        if (convEl) convEl.value = cid;
+    }
+    if (tid) {
+        vulnerabilityFilters.task_id = tid;
+        if (taskEl) taskEl.value = tid;
+    }
+    vulnerabilityPagination.currentPage = 1;
+}
+
 // 初始化漏洞管理页面
 function initVulnerabilityPage() {
     // 从localStorage加载每页条数设置
     vulnerabilityPagination.pageSize = getVulnerabilityPageSize();
+    syncVulnerabilityFiltersFromLocationHash();
     loadVulnerabilityStats();
     loadVulnerabilities();
 }
@@ -41,6 +115,9 @@ async function loadVulnerabilityStats() {
         if (vulnerabilityFilters.conversation_id) {
             params.append('conversation_id', vulnerabilityFilters.conversation_id);
         }
+        if (vulnerabilityFilters.task_id) {
+            params.append('task_id', vulnerabilityFilters.task_id);
+        }
 
         const response = await apiFetch(`/api/vulnerabilities/stats?${params.toString()}`);
         if (!response.ok) {
@@ -82,7 +159,7 @@ function updateVulnerabilityStats(stats) {
 // 加载漏洞列表
 async function loadVulnerabilities(page = null) {
     const listContainer = document.getElementById('vulnerabilities-list');
-    listContainer.innerHTML = '<div class="loading-spinner">加载中...</div>';
+    listContainer.innerHTML = `<div class="loading-spinner">${escapeHtml(vulnT('vulnerabilityPage.loading'))}</div>`;
 
     try {
         // 检查apiFetch是否可用
@@ -106,6 +183,15 @@ async function loadVulnerabilities(page = null) {
         if (vulnerabilityFilters.conversation_id) {
             params.append('conversation_id', vulnerabilityFilters.conversation_id);
         }
+        if (vulnerabilityFilters.task_id) {
+            params.append('task_id', vulnerabilityFilters.task_id);
+        }
+        if (vulnerabilityFilters.conversation_tag) {
+            params.append('conversation_tag', vulnerabilityFilters.conversation_tag);
+        }
+        if (vulnerabilityFilters.task_tag) {
+            params.append('task_tag', vulnerabilityFilters.task_tag);
+        }
         if (vulnerabilityFilters.severity) {
             params.append('severity', vulnerabilityFilters.severity);
         }
@@ -148,7 +234,7 @@ async function loadVulnerabilities(page = null) {
         renderVulnerabilityPagination();
     } catch (error) {
         console.error('加载漏洞列表失败:', error);
-        listContainer.innerHTML = `<div class="error-message">加载失败: ${error.message}</div>`;
+        listContainer.innerHTML = `<div class="error-message">${escapeHtml(vulnT('vulnerabilityPage.loadListFailed'))}: ${escapeHtml(error.message)}</div>`;
     }
 }
 
@@ -180,22 +266,12 @@ function renderVulnerabilities(vulnerabilities) {
 
     const html = vulnerabilities.map(vuln => {
         const severityClass = `severity-${vuln.severity}`;
-        const severityText = {
+        const severityText = vulnSeverityLabel(vuln.severity);
-            'critical': '严重',
+        const statusText = vulnStatusLabel(vuln.status);
-            'high': '高危',
+        const createdDate = new Date(vuln.created_at).toLocaleString(vulnDateLocale());
-            'medium': '中危',
+        const dlTitle = escapeHtml(vulnT('vulnerabilityPage.downloadMarkdownTitle'));
-            'low': '低危',
+        const editTitle = escapeHtml(vulnT('common.edit'));
-            'info': '信息'
+        const deleteTitle = escapeHtml(vulnT('common.delete'));
-        }[vuln.severity] || vuln.severity;
-
-        const statusText = {
-            'open': '待处理',
-            'confirmed': '已确认',
-            'fixed': '已修复',
-            'false_positive': '误报'
-        }[vuln.status] || vuln.status;
-
-        const createdDate = new Date(vuln.created_at).toLocaleString('zh-CN');
 
         return `
             <div class="vulnerability-card ${severityClass}">
@@ -214,20 +290,20 @@ function renderVulnerabilities(vulnerabilities) {
                         </div>
                     </div>
                     <div class="vulnerability-actions" onclick="event.stopPropagation();">
-                        <button class="btn-ghost" onclick="downloadVulnerabilityAsMarkdown('${vuln.id}', event)" title="下载Markdown">
+                        <button class="btn-ghost" onclick="downloadVulnerabilityAsMarkdown('${vuln.id}', event)" title="${dlTitle}">
                             <svg width="16" height="16" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
                                 <path d="M21 15v4a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2v-4" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
                                 <polyline points="7 10 12 15 17 10" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
                                 <line x1="12" y1="15" x2="12" y2="3" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
                             </svg>
                         </button>
-                        <button class="btn-ghost" onclick="editVulnerability('${vuln.id}')" title="编辑">
+                        <button class="btn-ghost" onclick="editVulnerability('${vuln.id}')" title="${editTitle}">
                             <svg width="16" height="16" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
                                 <path d="M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
                                 <path d="M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
                             </svg>
                         </button>
-                        <button class="btn-ghost" onclick="deleteVulnerability('${vuln.id}')" title="删除">
+                        <button class="btn-ghost" onclick="deleteVulnerability('${vuln.id}')" title="${deleteTitle}">
                             <svg width="16" height="16" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
                                 <path d="M3 6h18M8 6V4a2 2 0 0 1 2-2h4a2 2 0 0 1 2 2v2m3 0v14a2 2 0 0 1-2 2H7a2 2 0 0 1-2-2V6h14z" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
                             </svg>
@@ -237,20 +313,27 @@ function renderVulnerabilities(vulnerabilities) {
                 <div class="vulnerability-content" id="content-${vuln.id}" style="display: none;">
                     ${vuln.description ? `<div class="vulnerability-description">${escapeHtml(vuln.description)}</div>` : ''}
                     <div class="vulnerability-details">
-                        <div class="detail-item"><strong>漏洞ID:</strong> <code>${escapeHtml(vuln.id)}</code></div>
+                        ${vulnDetailField(vulnT('vulnerabilityPage.detailVulnId'), vuln.id, true)}
-                        ${vuln.type ? `<div class="detail-item"><strong>类型:</strong> ${escapeHtml(vuln.type)}</div>` : ''}
+                        ${vuln.type ? vulnDetailField(vulnT('vulnerabilityPage.detailType'), vuln.type, false) : ''}
-                        ${vuln.target ? `<div class="detail-item"><strong>目标:</strong> ${escapeHtml(vuln.target)}</div>` : ''}
+                        ${vuln.target ? vulnDetailField(vulnT('vulnerabilityPage.detailTarget'), vuln.target, false) : ''}
-                        <div class="detail-item"><strong>会话ID:</strong> <code>${escapeHtml(vuln.conversation_id)}</code></div>
+                        ${vulnDetailField(vulnT('vulnerabilityPage.detailConversationId'), vuln.conversation_id, true)}
+                        ${vuln.task_id ? vulnDetailField(vulnT('vulnerabilityPage.detailTaskId'), vuln.task_id, true) : ''}
+                        ${vuln.task_queue_id ? vulnDetailField(vulnT('vulnerabilityPage.detailTaskQueueId'), vuln.task_queue_id, true) : ''}
+                        ${vuln.conversation_tag ? vulnDetailField(vulnT('vulnerabilityPage.detailConversationTag'), vuln.conversation_tag, false) : ''}
+                        ${vuln.task_tag ? vulnDetailField(vulnT('vulnerabilityPage.detailTaskTag'), vuln.task_tag, false) : ''}
                     </div>
-                    ${vuln.proof ? `<div class="vulnerability-proof"><strong>证明:</strong><pre>${escapeHtml(vuln.proof)}</pre></div>` : ''}
+                    ${vuln.proof ? `<div class="vulnerability-proof"><strong>${escapeHtml(vulnT('vulnerabilityPage.detailProof'))}:</strong><pre>${escapeHtml(vuln.proof)}</pre></div>` : ''}
-                    ${vuln.impact ? `<div class="vulnerability-impact"><strong>影响:</strong> ${escapeHtml(vuln.impact)}</div>` : ''}
+                    ${vuln.impact ? `<div class="vulnerability-impact"><strong>${escapeHtml(vulnT('vulnerabilityPage.detailImpact'))}:</strong> ${escapeHtml(vuln.impact)}</div>` : ''}
-                    ${vuln.recommendation ? `<div class="vulnerability-recommendation"><strong>修复建议:</strong> ${escapeHtml(vuln.recommendation)}</div>` : ''}
+                    ${vuln.recommendation ? `<div class="vulnerability-recommendation"><strong>${escapeHtml(vulnT('vulnerabilityPage.detailRecommendation'))}:</strong> ${escapeHtml(vuln.recommendation)}</div>` : ''}
                 </div>
             </div>
         `;
     }).join('');
 
     listContainer.innerHTML = html;
+    if (typeof window.applyTranslations === 'function') {
+        window.applyTranslations(listContainer);
+    }
 }
 
 // 渲染分页控件
@@ -277,9 +360,9 @@ function renderVulnerabilityPagination() {
     // 左侧：显示范围信息和每页数量选择器（参考Skills样式）
     paginationHTML += `
         <div class="pagination-info">
-            <span>显示 ${start}-${end} / 共 ${total} 条</span>
+            <span>${escapeHtml(vulnT('skillsPage.paginationShow', { start, end, total }))}</span>
             <label class="pagination-page-size">
-                每页显示
+                ${escapeHtml(vulnT('skillsPage.perPageLabel'))}
                 <select id="vulnerability-page-size-pagination" onchange="changeVulnerabilityPageSize()">
                     <option value="10" ${pageSize === 10 ? 'selected' : ''}>10</option>
                     <option value="20" ${pageSize === 20 ? 'selected' : ''}>20</option>
@@ -293,17 +376,20 @@ function renderVulnerabilityPagination() {
     // 右侧：分页按钮（参考Skills样式：首页、上一页、第X/Y页、下一页、末页）
     paginationHTML += `
         <div class="pagination-controls">
-            <button class="btn-secondary" onclick="loadVulnerabilities(1)" ${currentPage === 1 || total === 0 ? 'disabled' : ''}>首页</button>
+            <button class="btn-secondary" onclick="loadVulnerabilities(1)" ${currentPage === 1 || total === 0 ? 'disabled' : ''}>${escapeHtml(vulnT('skillsPage.firstPage'))}</button>
-            <button class="btn-secondary" onclick="loadVulnerabilities(${currentPage - 1})" ${currentPage === 1 || total === 0 ? 'disabled' : ''}>上一页</button>
+            <button class="btn-secondary" onclick="loadVulnerabilities(${currentPage - 1})" ${currentPage === 1 || total === 0 ? 'disabled' : ''}>${escapeHtml(vulnT('skillsPage.prevPage'))}</button>
-            <span class="pagination-page">第 ${currentPage} / ${totalPages || 1} 页</span>
+            <span class="pagination-page">${escapeHtml(vulnT('skillsPage.pageOf', { current: currentPage, total: totalPages || 1 }))}</span>
-            <button class="btn-secondary" onclick="loadVulnerabilities(${currentPage + 1})" ${currentPage >= totalPages || total === 0 ? 'disabled' : ''}>下一页</button>
+            <button class="btn-secondary" onclick="loadVulnerabilities(${currentPage + 1})" ${currentPage >= totalPages || total === 0 ? 'disabled' : ''}>${escapeHtml(vulnT('skillsPage.nextPage'))}</button>
-            <button class="btn-secondary" onclick="loadVulnerabilities(${totalPages || 1})" ${currentPage >= totalPages || total === 0 ? 'disabled' : ''}>末页</button>
+            <button class="btn-secondary" onclick="loadVulnerabilities(${totalPages || 1})" ${currentPage >= totalPages || total === 0 ? 'disabled' : ''}>${escapeHtml(vulnT('skillsPage.lastPage'))}</button>
         </div>
     `;
     
     paginationHTML += '</div>';
     
     paginationContainer.innerHTML = paginationHTML;
+    if (typeof window.applyTranslations === 'function') {
+        window.applyTranslations(paginationContainer);
+    }
 }
 
 // 改变每页显示数量
@@ -334,10 +420,12 @@ async function changeVulnerabilityPageSize() {
 // 显示添加漏洞模态框
 function showAddVulnerabilityModal() {
     currentVulnerabilityId = null;
-    document.getElementById('vulnerability-modal-title').textContent = (typeof window.t === 'function' ? window.t('vulnerability.addVuln') : '添加漏洞');
+    document.getElementById('vulnerability-modal-title').textContent = vulnT('vulnerability.addVuln');
     
     // 清空表单
     document.getElementById('vulnerability-conversation-id').value = '';
+    document.getElementById('vulnerability-conversation-tag').value = '';
+    document.getElementById('vulnerability-task-tag').value = '';
     document.getElementById('vulnerability-title').value = '';
     document.getElementById('vulnerability-description').value = '';
     document.getElementById('vulnerability-severity').value = '';
@@ -355,14 +443,16 @@ function showAddVulnerabilityModal() {
 async function editVulnerability(id) {
     try {
         const response = await apiFetch(`/api/vulnerabilities/${id}`);
-        if (!response.ok) throw new Error('获取漏洞失败');
+        if (!response.ok) throw new Error(vulnT('vulnerabilityPage.fetchFailed'));
 
         const vuln = await response.json();
         currentVulnerabilityId = id;
-        document.getElementById('vulnerability-modal-title').textContent = (typeof window.t === 'function' ? window.t('vulnerability.editVuln') : '编辑漏洞');
+        document.getElementById('vulnerability-modal-title').textContent = vulnT('vulnerability.editVuln');
 
         // 填充表单
         document.getElementById('vulnerability-conversation-id').value = vuln.conversation_id || '';
+        document.getElementById('vulnerability-conversation-tag').value = vuln.conversation_tag || '';
+        document.getElementById('vulnerability-task-tag').value = vuln.task_tag || '';
         document.getElementById('vulnerability-title').value = vuln.title || '';
         document.getElementById('vulnerability-description').value = vuln.description || '';
         document.getElementById('vulnerability-severity').value = vuln.severity || '';
@@ -376,7 +466,7 @@ async function editVulnerability(id) {
         document.getElementById('vulnerability-modal').style.display = 'block';
     } catch (error) {
         console.error('加载漏洞失败:', error);
-        alert('加载漏洞失败: ' + error.message);
+        alert(vulnT('vulnerability.loadFailed') + ': ' + error.message);
     }
 }
 
@@ -387,12 +477,14 @@ async function saveVulnerability() {
     const severity = document.getElementById('vulnerability-severity').value;
 
     if (!conversationId || !title || !severity) {
-        alert('请填写必填字段：会话ID、标题和严重程度');
+        alert(vulnT('vulnerabilityPage.saveRequiredFields'));
         return;
     }
 
     const data = {
         conversation_id: conversationId,
+        conversation_tag: document.getElementById('vulnerability-conversation-tag').value.trim(),
+        task_tag: document.getElementById('vulnerability-task-tag').value.trim(),
         title: title,
         description: document.getElementById('vulnerability-description').value.trim(),
         severity: severity,
@@ -420,7 +512,7 @@ async function saveVulnerability() {
 
         if (!response.ok) {
             const error = await response.json();
-            throw new Error(error.error || '保存失败');
+            throw new Error(error.error || vulnT('vulnerabilityPage.saveFailed'));
         }
 
         closeVulnerabilityModal();
@@ -430,13 +522,13 @@ async function saveVulnerability() {
         loadVulnerabilities();
     } catch (error) {
         console.error('保存漏洞失败:', error);
-        alert('保存漏洞失败: ' + error.message);
+        alert(vulnT('vulnerabilityPage.saveFailed') + ': ' + error.message);
     }
 }
 
 // 删除漏洞
 async function deleteVulnerability(id) {
-    if (!confirm('确定要删除此漏洞吗？')) {
+    if (!confirm(vulnT('vulnerability.deleteConfirm'))) {
         return;
     }
 
@@ -445,7 +537,7 @@ async function deleteVulnerability(id) {
             method: 'DELETE'
         });
 
-        if (!response.ok) throw new Error('删除失败');
+        if (!response.ok) throw new Error(vulnT('vulnerabilityPage.deleteFailed'));
 
         loadVulnerabilityStats();
         // 删除后，如果当前页没有数据了，回到上一页
@@ -458,7 +550,7 @@ async function deleteVulnerability(id) {
         loadVulnerabilities();
     } catch (error) {
         console.error('删除漏洞失败:', error);
-        alert('删除漏洞失败: ' + error.message);
+        alert(vulnT('vulnerabilityPage.deleteFailed') + ': ' + error.message);
     }
 }
 
@@ -472,6 +564,9 @@ function closeVulnerabilityModal() {
 function filterVulnerabilities() {
     vulnerabilityFilters.id = document.getElementById('vulnerability-id-filter').value.trim();
     vulnerabilityFilters.conversation_id = document.getElementById('vulnerability-conversation-filter').value.trim();
+    vulnerabilityFilters.task_id = document.getElementById('vulnerability-task-filter').value.trim();
+    vulnerabilityFilters.conversation_tag = document.getElementById('vulnerability-conversation-tag-filter').value.trim();
+    vulnerabilityFilters.task_tag = document.getElementById('vulnerability-task-tag-filter').value.trim();
     vulnerabilityFilters.severity = document.getElementById('vulnerability-severity-filter').value;
     vulnerabilityFilters.status = document.getElementById('vulnerability-status-filter').value;
 
@@ -486,12 +581,18 @@ function filterVulnerabilities() {
 function clearVulnerabilityFilters() {
     document.getElementById('vulnerability-id-filter').value = '';
     document.getElementById('vulnerability-conversation-filter').value = '';
+    document.getElementById('vulnerability-task-filter').value = '';
+    document.getElementById('vulnerability-conversation-tag-filter').value = '';
+    document.getElementById('vulnerability-task-tag-filter').value = '';
     document.getElementById('vulnerability-severity-filter').value = '';
     document.getElementById('vulnerability-status-filter').value = '';
 
     vulnerabilityFilters = {
         id: '',
         conversation_id: '',
+        task_id: '',
+        conversation_tag: '',
+        task_tag: '',
         severity: '',
         status: ''
     };
@@ -532,67 +633,193 @@ function escapeHtml(text) {
     return div.innerHTML;
 }
 
-// 将漏洞格式化为Markdown
+/** 复制详情字段（编码由 encodeURIComponent 传入，避免引号截断） */
+function vulnerabilityCopyEncoded(evt, encoded) {
+    if (evt && evt.stopPropagation) {
+        evt.stopPropagation();
+    }
+    let text = '';
+    try {
+        text = decodeURIComponent(encoded);
+    } catch (e) {
+        return;
+    }
+    const done = () => {
+        if (evt && evt.target && evt.target.closest) {
+            const btn = evt.target.closest('.vuln-detail-field__copy');
+            if (btn) {
+                const t0 = btn.getAttribute('title') || '';
+                btn.setAttribute('title', vulnT('common.copied'));
+                setTimeout(() => btn.setAttribute('title', t0), 1600);
+            }
+        }
+    };
+    if (navigator.clipboard && typeof navigator.clipboard.writeText === 'function') {
+        navigator.clipboard.writeText(text).then(done).catch(() => {
+            try {
+                const ta = document.createElement('textarea');
+                ta.value = text;
+                ta.style.position = 'fixed';
+                ta.style.left = '-9999px';
+                document.body.appendChild(ta);
+                ta.select();
+                document.execCommand('copy');
+                document.body.removeChild(ta);
+                done();
+            } catch (err) {
+                console.error('copy failed', err);
+            }
+        });
+    } else {
+        try {
+            const ta = document.createElement('textarea');
+            ta.value = text;
+            ta.style.position = 'fixed';
+            ta.style.left = '-9999px';
+            document.body.appendChild(ta);
+            ta.select();
+            document.execCommand('copy');
+            document.body.removeChild(ta);
+            done();
+        } catch (err) {
+            console.error('copy failed', err);
+        }
+    }
+}
+
+function vulnDetailField(label, value, asCode) {
+    if (value === undefined || value === null || String(value) === '') {
+        return '';
+    }
+    const s = String(value);
+    const enc = encodeURIComponent(s);
+    const copyTitle = escapeHtml(vulnT('common.copy'));
+    const valueEl = asCode
+        ? `<code class="vuln-detail-field-value">${escapeHtml(s)}</code>`
+        : `<span class="vuln-detail-field-value">${escapeHtml(s)}</span>`;
+    const copyBtn = `<button type="button" class="vuln-detail-field__copy" onclick="vulnerabilityCopyEncoded(event, '${enc}')" title="${copyTitle}" aria-label="${copyTitle}">
+<svg width="14" height="14" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><rect x="9" y="9" width="13" height="13" rx="2"/><path d="M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1"/></svg>
+</button>`;
+    return `<div class="vuln-detail-field">
+<div class="vuln-detail-field__label">${escapeHtml(label)}</div>
+<div class="vuln-detail-field__row">${valueEl}${copyBtn}</div>
+</div>`;
+}
+
+// 将漏洞格式化为Markdown（章节标题随界面语言）
 function formatVulnerabilityAsMarkdown(vuln) {
-    const severityText = {
+    const severityText = vulnSeverityLabel(vuln.severity);
-        'critical': '严重',
+    const statusText = vulnStatusLabel(vuln.status);
-        'high': '高危',
+    const loc = vulnDateLocale();
-        'medium': '中危',
+    const createdDate = new Date(vuln.created_at).toLocaleString(loc);
-        'low': '低危',
+    const updatedDate = new Date(vuln.updated_at).toLocaleString(loc);
-        'info': '信息'
+    const L = (k) => vulnT('vulnerabilityMd.' + k);
-    }[vuln.severity] || vuln.severity;
-
-    const statusText = {
-        'open': '待处理',
-        'confirmed': '已确认',
-        'fixed': '已修复',
-        'false_positive': '误报'
-    }[vuln.status] || vuln.status;
-
-    const createdDate = new Date(vuln.created_at).toLocaleString('zh-CN');
-    const updatedDate = new Date(vuln.updated_at).toLocaleString('zh-CN');
 
     let markdown = `# ${vuln.title}\n\n`;
 
-    markdown += `## 基本信息\n\n`;
+    markdown += `## ${L('headingBasic')}\n\n`;
-    markdown += `- **漏洞ID**: \`${vuln.id}\`\n`;
+    markdown += `- **${L('labelId')}**: \`${vuln.id}\`\n`;
-    markdown += `- **严重程度**: ${severityText}\n`;
+    markdown += `- **${L('labelSeverity')}**: ${severityText}\n`;
-    markdown += `- **状态**: ${statusText}\n`;
+    markdown += `- **${L('labelStatus')}**: ${statusText}\n`;
     if (vuln.type) {
-        markdown += `- **类型**: ${vuln.type}\n`;
+        markdown += `- **${L('labelType')}**: ${vuln.type}\n`;
     }
     if (vuln.target) {
-        markdown += `- **目标**: ${vuln.target}\n`;
+        markdown += `- **${L('labelTarget')}**: ${vuln.target}\n`;
     }
-    markdown += `- **会话ID**: \`${vuln.conversation_id}\`\n`;
+    markdown += `- **${L('labelConversationId')}**: \`${vuln.conversation_id}\`\n`;
-    markdown += `- **创建时间**: ${createdDate}\n`;
+    if (vuln.task_id) {
-    markdown += `- **更新时间**: ${updatedDate}\n\n`;
+        markdown += `- **${L('labelTaskId')}**: \`${vuln.task_id}\`\n`;
+    }
+    if (vuln.task_queue_id) {
+        markdown += `- **${L('labelTaskQueueId')}**: \`${vuln.task_queue_id}\`\n`;
+    }
+    if (vuln.conversation_tag) {
+        markdown += `- **${L('labelConversationTag')}**: ${vuln.conversation_tag}\n`;
+    }
+    if (vuln.task_tag) {
+        markdown += `- **${L('labelTaskTag')}**: ${vuln.task_tag}\n`;
+    }
+    markdown += `- **${L('labelCreated')}**: ${createdDate}\n`;
+    markdown += `- **${L('labelUpdated')}**: ${updatedDate}\n\n`;
 
     if (vuln.description) {
-        markdown += `## 描述\n\n${vuln.description}\n\n`;
+        markdown += `## ${L('headingDescription')}\n\n${vuln.description}\n\n`;
     }
 
     if (vuln.proof) {
-        markdown += `## 证明（POC）\n\n\`\`\`\n${vuln.proof}\n\`\`\`\n\n`;
+        markdown += `## ${L('headingProof')}\n\n\`\`\`\n${vuln.proof}\n\`\`\`\n\n`;
     }
 
     if (vuln.impact) {
-        markdown += `## 影响\n\n${vuln.impact}\n\n`;
+        markdown += `## ${L('headingImpact')}\n\n${vuln.impact}\n\n`;
     }
 
     if (vuln.recommendation) {
-        markdown += `## 修复建议\n\n${vuln.recommendation}\n\n`;
+        markdown += `## ${L('headingRecommendation')}\n\n${vuln.recommendation}\n\n`;
     }
 
     return markdown;
 }
 
+function buildVulnerabilityFilterParams() {
+    const params = new URLSearchParams();
+    const keys = ['id', 'conversation_id', 'task_id', 'conversation_tag', 'task_tag', 'severity', 'status'];
+    keys.forEach((k) => {
+        if (vulnerabilityFilters[k]) {
+            params.append(k, vulnerabilityFilters[k]);
+        }
+    });
+    return params;
+}
+
+function triggerTextDownload(fileName, content) {
+    const blob = new Blob([content], { type: 'text/markdown;charset=utf-8' });
+    const url = URL.createObjectURL(blob);
+    const link = document.createElement('a');
+    link.href = url;
+    link.download = fileName;
+    document.body.appendChild(link);
+    link.click();
+    document.body.removeChild(link);
+    URL.revokeObjectURL(url);
+}
+
+async function exportVulnerabilityReports() {
+    try {
+        const params = buildVulnerabilityFilterParams();
+        params.set('mode', 'summary');
+        params.set('group_by', 'conversation');
+        const response = await apiFetch(`/api/vulnerabilities/export?${params.toString()}`);
+        if (!response.ok) {
+            const error = await response.json().catch(() => ({ error: vulnT('vulnerabilityPage.exportFailedMessage') }));
+            throw new Error(error.error || vulnT('vulnerabilityPage.exportFailedMessage'));
+        }
+        const data = await response.json();
+        const files = Array.isArray(data.files) ? data.files : [];
+        if (!files.length) {
+            alert(vulnT('vulnerabilityPage.exportNoResults'));
+            return;
+        }
+        files.forEach((file, idx) => {
+            setTimeout(() => triggerTextDownload(file.filename || `vulnerability-export-${idx + 1}.md`, file.content || ''), idx * 120);
+        });
+        if (files.length > 1) {
+            alert(vulnT('vulnerabilityPage.exportStarted', { count: files.length }));
+        }
+    } catch (error) {
+        console.error('导出漏洞报告失败:', error);
+        alert(vulnT('vulnerabilityPage.exportFailed') + ': ' + error.message);
+    }
+}
+
+
 // 下载漏洞为Markdown格式
 async function downloadVulnerabilityAsMarkdown(id, event) {
     try {
         const response = await apiFetch(`/api/vulnerabilities/${id}`);
         if (!response.ok) {
-            throw new Error('获取漏洞失败');
+            throw new Error(vulnT('vulnerabilityPage.fetchFailed'));
         }
 
         const vuln = await response.json();
@@ -626,8 +853,8 @@ async function downloadVulnerabilityAsMarkdown(id, event) {
         if (event && event.target) {
             const button = event.target.closest('button');
             if (button) {
-                const originalTitle = button.title || '下载Markdown';
+                const originalTitle = button.title || vulnT('vulnerabilityPage.downloadMarkdownTitle');
-                button.title = '下载成功！';
+                button.title = vulnT('vulnerabilityPage.downloadOkTitle');
                 setTimeout(() => {
                     button.title = originalTitle;
                 }, 2000);
@@ -635,7 +862,7 @@ async function downloadVulnerabilityAsMarkdown(id, event) {
         }
     } catch (error) {
         console.error('下载失败:', error);
-        alert('下载失败: ' + error.message);
+        alert(vulnT('vulnerabilityPage.downloadFailed') + ': ' + error.message);
     }
 }
 
@@ -645,5 +872,12 @@ window.onclick = function(event) {
     if (event.target === modal) {
         closeVulnerabilityModal();
     }
-}
+};
+
+document.addEventListener('languagechange', function () {
+    const page = document.getElementById('page-vulnerabilities');
+    if (page && page.classList.contains('active')) {
+        loadVulnerabilities();
+    }
+});
 

web/static/js/webshell.js

@@ -2881,17 +2881,6 @@ function runWebshellAiSend(conn, inputEl, sendBtn, messagesContainer) {
                     } else if (_et === 'warning') {
                         appendTimelineItem('warning', '⚠️ ' + (_em || ''), '', _ed);
 
-                    // ─── Eino recovery ───
-                    } else if (_et === 'eino_recovery') {
-                        var runIdx = _ed.runIndex != null ? _ed.runIndex : (_ed.einoRetry != null ? _ed.einoRetry + 1 : 1);
-                        var maxRuns = _ed.maxRuns != null ? _ed.maxRuns : 3;
-                        var recTitle = wsTOr('chat.einoRecoveryTitle', '') ||
-                            ('🔄 工具参数无效 · 第 ' + runIdx + '/' + maxRuns + ' 轮（已追加提示）');
-                        if (typeof window.t === 'function') {
-                            try { recTitle = window.t('chat.einoRecoveryTitle', { n: runIdx, max: maxRuns }); } catch (e) { /* */ }
-                        }
-                        appendTimelineItem('eino_recovery', recTitle, _em, _ed);
-
                     // ─── Tool calls ───
                     } else if (_et === 'tool_calls_detected' && _ed) {
                         var count = _ed.count || 0;

web/templates/index.html

@@ -1097,6 +1097,18 @@
                                     <span data-i18n="vulnerabilityPage.conversationId">会话ID</span>
                                     <input type="text" id="vulnerability-conversation-filter" data-i18n="vulnerabilityPage.filterConversation" data-i18n-attr="placeholder" placeholder="筛选特定会话" />
                                 </label>
+                                <label>
+                                    <span data-i18n="vulnerabilityPage.taskOrQueueId">任务ID/队列ID</span>
+                                    <input type="text" id="vulnerability-task-filter" data-i18n="vulnerabilityPage.filterTaskOrQueue" data-i18n-attr="placeholder" placeholder="筛选任务ID或队列ID" />
+                                </label>
+                                <label>
+                                    <span data-i18n="vulnerabilityPage.conversationTag">对话标签</span>
+                                    <input type="text" id="vulnerability-conversation-tag-filter" data-i18n="vulnerabilityPage.filterConversationTag" data-i18n-attr="placeholder" placeholder="筛选对话标签" />
+                                </label>
+                                <label>
+                                    <span data-i18n="vulnerabilityPage.taskTag">任务标签</span>
+                                    <input type="text" id="vulnerability-task-tag-filter" data-i18n="vulnerabilityPage.filterTaskTag" data-i18n-attr="placeholder" placeholder="筛选任务标签" />
+                                </label>
                                 <label>
                                     <span data-i18n="vulnerabilityPage.severity">严重程度</span>
                                     <select id="vulnerability-severity-filter">
@@ -1120,6 +1132,7 @@
                                 </label>
                                 <button class="btn-secondary" onclick="filterVulnerabilities()" data-i18n="vulnerabilityPage.filter">筛选</button>
                                 <button class="btn-secondary" onclick="clearVulnerabilityFilters()" data-i18n="vulnerabilityPage.clear">清除</button>
+                                <button class="btn-primary" onclick="exportVulnerabilityReports()" data-i18n="vulnerabilityPage.batchExport">批量导出</button>
                             </div>
                         </div>
 
@@ -2411,6 +2424,13 @@
                 </div>
             </div>
         </div>
+        <div class="context-menu-item" onclick="navigateToVulnerabilitiesForContextConversation()">
+            <svg width="16" height="16" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+                <path d="M12 22s8-4 8-10V5l-8-3-8 3v7c0 6 8 10 8 10z" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+                <path d="M9 12l2 2 4-4" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+            </svg>
+            <span data-i18n="contextMenu.viewVulnerabilities">查看漏洞</span>
+        </div>
         <div class="context-menu-divider"></div>
         <div class="context-menu-item" onclick="renameConversation()">
             <svg width="16" height="16" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
@@ -2599,6 +2619,14 @@
                     <label for="vulnerability-conversation-id"><span data-i18n="vulnerabilityModal.conversationId">会话ID</span> <span style="color: red;">*</span></label>
                     <input type="text" id="vulnerability-conversation-id" data-i18n="vulnerabilityModal.conversationIdPlaceholder" data-i18n-attr="placeholder" placeholder="输入会话ID" required />
                 </div>
+                <div class="form-group">
+                    <label for="vulnerability-conversation-tag" data-i18n="vulnerabilityModal.conversationTag">对话标签</label>
+                    <input type="text" id="vulnerability-conversation-tag" data-i18n="vulnerabilityModal.conversationTagPlaceholder" data-i18n-attr="placeholder" placeholder="如：红队演练A、客户A周报" />
+                </div>
+                <div class="form-group">
+                    <label for="vulnerability-task-tag" data-i18n="vulnerabilityModal.taskTag">任务标签</label>
+                    <input type="text" id="vulnerability-task-tag" data-i18n="vulnerabilityModal.taskTagPlaceholder" data-i18n-attr="placeholder" placeholder="如：批量扫描Q2、专项复测" />
+                </div>
                 <div class="form-group">
                     <label for="vulnerability-title"><span data-i18n="vulnerabilityModal.title">标题</span> <span style="color: red;">*</span></label>
                     <input type="text" id="vulnerability-title" data-i18n="vulnerabilityModal.titlePlaceholder" data-i18n-attr="placeholder" placeholder="漏洞标题" required />
@@ -2817,7 +2845,7 @@
     <script src="/static/js/terminal.js"></script>
     <script src="/static/js/knowledge.js"></script>
     <script src="/static/js/skills.js"></script>
-    <script src="/static/js/vulnerability.js?v=4"></script>
+    <script src="/static/js/vulnerability.js?v=7"></script>
     <script src="/static/js/webshell.js"></script>
     <script src="/static/js/chat-files.js"></script>
     <script src="/static/js/tasks.js"></script>