diff --git a/internal/controllers/console/agent_run_log_controller.go b/internal/controllers/console/agent_run_log_controller.go
index 2fd805a..9280858 100644
--- a/internal/controllers/console/agent_run_log_controller.go
+++ b/internal/controllers/console/agent_run_log_controller.go
@@ -58,3 +58,22 @@ func (c *AgentRunLogController) GetBy(id int64) *web.JsonResult {
 	}
 	return web.JsonData(builders.BuildAgentRunLog(item))
 }
+
+func (c *AgentRunLogController) AnyGraphSummary() *web.JsonResult {
+	if _, err := services.AuthService.RequirePermission(c.Ctx, constants.PermissionConversationView); err != nil {
+		return web.JsonError(err)
+	}
+	aiAgentID, _ := params.GetInt64(c.Ctx, "aiAgentId")
+	summary := services.AgentRunLogService.BuildGraphSummary(aiAgentID)
+	return web.JsonData(&response.AgentRunGraphSummaryResponse{
+		TriageCount:              summary.TriageCount,
+		TriagePrepareTicket:      summary.TriagePrepareTicket,
+		TriagePrepareTicketReady: summary.TriagePrepareTicketReady,
+		TriageHandoff:            summary.TriageHandoff,
+		TriageContinueAnswering:  summary.TriageContinueAnswering,
+		AnalyzeCount:             summary.AnalyzeCount,
+		PrepareDraftCount:        summary.PrepareDraftCount,
+		CreateTicketCount:        summary.CreateTicketCount,
+		HandoffCount:             summary.HandoffCount,
+	})
+}
diff --git a/internal/pkg/dto/response/skill_response.go b/internal/pkg/dto/response/skill_response.go
index a46586f..16f4a96 100644
--- a/internal/pkg/dto/response/skill_response.go
+++ b/internal/pkg/dto/response/skill_response.go
@@ -71,3 +71,15 @@ type AgentRunLogResponse struct {
 	TraceData        string `json:"traceData"`
 	CreatedAt        string `json:"createdAt"`
 }
+
+type AgentRunGraphSummaryResponse struct {
+	TriageCount              int64 `json:"triageCount"`
+	TriagePrepareTicket      int64 `json:"triagePrepareTicket"`
+	TriagePrepareTicketReady int64 `json:"triagePrepareTicketReady"`
+	TriageHandoff            int64 `json:"triageHandoff"`
+	TriageContinueAnswering  int64 `json:"triageContinueAnswering"`
+	AnalyzeCount             int64 `json:"analyzeCount"`
+	PrepareDraftCount        int64 `json:"prepareDraftCount"`
+	CreateTicketCount        int64 `json:"createTicketCount"`
+	HandoffCount             int64 `json:"handoffCount"`
+}
diff --git a/internal/services/agent_run_log_service.go b/internal/services/agent_run_log_service.go
index fa186b8..793dec8 100644
--- a/internal/services/agent_run_log_service.go
+++ b/internal/services/agent_run_log_service.go
@@ -2,6 +2,7 @@ package services
 
 import (
 	"cs-agent/internal/models"
+	"cs-agent/internal/pkg/toolx"
 	"cs-agent/internal/repositories"
 	"strings"
 
@@ -17,6 +18,18 @@ func newAgentRunLogService() *agentRunLogService {
 
 type agentRunLogService struct{}
 
+type AgentRunGraphSummary struct {
+	TriageCount              int64
+	TriagePrepareTicket      int64
+	TriagePrepareTicketReady int64
+	TriageHandoff            int64
+	TriageContinueAnswering  int64
+	AnalyzeCount             int64
+	PrepareDraftCount        int64
+	CreateTicketCount        int64
+	HandoffCount             int64
+}
+
 func (s *agentRunLogService) Get(id int64) *models.AgentRunLog {
 	return repositories.AgentRunLogRepository.Get(sqls.DB(), id)
 }
@@ -83,3 +96,37 @@ func (s *agentRunLogService) ApplyHITLStatusFilter(cnd *sqls.Cnd, hitlStatus str
 	}
 	return cnd
 }
+
+func (s *agentRunLogService) BuildGraphSummary(aiAgentID int64) *AgentRunGraphSummary {
+	buildBaseCnd := func() *sqls.Cnd {
+		cnd := sqls.NewCnd()
+		if aiAgentID > 0 {
+			cnd.Eq("ai_agent_id", aiAgentID)
+		}
+		return cnd
+	}
+	return &AgentRunGraphSummary{
+		TriageCount:              s.countByGraphTool(buildBaseCnd(), toolx.GraphTriageServiceRequestToolCode),
+		TriagePrepareTicket:      s.countByGraphToolAndPlanReason(buildBaseCnd(), toolx.GraphTriageServiceRequestToolCode, "%prepare_ticket%"),
+		TriagePrepareTicketReady: s.countByGraphToolAndPlanReason(buildBaseCnd(), toolx.GraphTriageServiceRequestToolCode, "%prepare_ticket with ready ticket draft%"),
+		TriageHandoff:            s.countByGraphToolAndPlanReason(buildBaseCnd(), toolx.GraphTriageServiceRequestToolCode, "%handoff_to_human%"),
+		TriageContinueAnswering:  s.countByGraphToolAndPlanReason(buildBaseCnd(), toolx.GraphTriageServiceRequestToolCode, "%continue_answering%"),
+		AnalyzeCount:             s.countByGraphTool(buildBaseCnd(), toolx.GraphAnalyzeConversationToolCode),
+		PrepareDraftCount:        s.countByGraphTool(buildBaseCnd(), toolx.GraphPrepareTicketDraftToolCode),
+		CreateTicketCount:        s.countByGraphTool(buildBaseCnd(), toolx.GraphCreateTicketConfirmToolCode),
+		HandoffCount:             s.countByGraphTool(buildBaseCnd(), toolx.GraphHandoffConversationToolCode),
+	}
+}
+
+func (s *agentRunLogService) countByGraphTool(baseCnd *sqls.Cnd, graphToolCode string) int64 {
+	cnd := baseCnd
+	cnd.Eq("graph_tool_code", strings.TrimSpace(graphToolCode))
+	return s.Count(cnd)
+}
+
+func (s *agentRunLogService) countByGraphToolAndPlanReason(baseCnd *sqls.Cnd, graphToolCode string, planReasonLike string) int64 {
+	cnd := baseCnd
+	cnd.Eq("graph_tool_code", strings.TrimSpace(graphToolCode))
+	cnd.Where("plan_reason LIKE ?", strings.TrimSpace(planReasonLike))
+	return s.Count(cnd)
+}
diff --git a/web/app/(console)/agent-run-logs/page.tsx b/web/app/(console)/agent-run-logs/page.tsx
index 1d8256f..edfc834 100644
--- a/web/app/(console)/agent-run-logs/page.tsx
+++ b/web/app/(console)/agent-run-logs/page.tsx
@@ -13,6 +13,13 @@ import { ListPagination } from "@/components/list-pagination"
 import { OptionCombobox } from "@/components/option-combobox"
 import { Badge } from "@/components/ui/badge"
 import { Button } from "@/components/ui/button"
+import {
+  Card,
+  CardContent,
+  CardDescription,
+  CardHeader,
+  CardTitle,
+} from "@/components/ui/card"
 import {
   Drawer,
   DrawerContent,
@@ -32,8 +39,10 @@ import {
 } from "@/components/ui/table"
 import {
   fetchAgentRunLog,
+  fetchAgentRunGraphSummary,
   fetchAgentRunLogs,
   fetchAIAgentsAll,
+  type AgentRunGraphSummary,
   type AgentRunLog,
   type AIAgent,
   type PageResult,
@@ -119,6 +128,7 @@ export default function DashboardAgentRunLogsPage() {
   const [page, setPage] = useState(1)
   const [limit, setLimit] = useState(20)
   const [loading, setLoading] = useState(true)
+  const [summaryLoading, setSummaryLoading] = useState(true)
   const [detailLoading, setDetailLoading] = useState(false)
   const [detailOpen, setDetailOpen] = useState(false)
   const [activeLog, setActiveLog] = useState<AgentRunLog | null>(null)
@@ -126,6 +136,17 @@ export default function DashboardAgentRunLogsPage() {
     results: [],
     page: { page: 1, limit: 20, total: 0 },
   })
+  const [graphSummary, setGraphSummary] = useState<AgentRunGraphSummary>({
+    triageCount: 0,
+    triagePrepareTicket: 0,
+    triagePrepareTicketReady: 0,
+    triageHandoff: 0,
+    triageContinueAnswering: 0,
+    analyzeCount: 0,
+    prepareDraftCount: 0,
+    createTicketCount: 0,
+    handoffCount: 0,
+  })
   const [aiAgents, setAiAgents] = useState<AIAgent[]>([])
   const activeTraceData = useMemo(
     () => safeParseJSON(activeLog?.traceData ?? ""),
@@ -176,6 +197,23 @@ export default function DashboardAgentRunLogsPage() {
     void loadData()
   }, [loadData])
 
+  useEffect(() => {
+    async function loadGraphSummary() {
+      setSummaryLoading(true)
+      try {
+        const data = await fetchAgentRunGraphSummary({
+          aiAgentId: aiAgentId === "all" ? undefined : aiAgentId,
+        })
+        setGraphSummary(data)
+      } catch (error) {
+        toast.error(error instanceof Error ? error.message : "加载 Graph 摘要失败")
+      } finally {
+        setSummaryLoading(false)
+      }
+    }
+    void loadGraphSummary()
+  }, [aiAgentId])
+
   useEffect(() => {
     async function loadAIAgents() {
       try {
@@ -294,6 +332,57 @@ export default function DashboardAgentRunLogsPage() {
           </Button>
         </div>
 
+        <div className="grid gap-4 md:grid-cols-2 xl:grid-cols-4">
+          <SummaryCard
+            title="统一分流"
+            description="triage_service_request 调用次数"
+            value={graphSummary.triageCount}
+            loading={summaryLoading}
+          />
+          <SummaryCard
+            title="推荐建单"
+            description="triage 推荐 prepare_ticket 次数"
+            value={graphSummary.triagePrepareTicket}
+            loading={summaryLoading}
+          />
+          <SummaryCard
+            title="草稿就绪"
+            description="triage 推荐建单且 ticketDraft 已就绪"
+            value={graphSummary.triagePrepareTicketReady}
+            loading={summaryLoading}
+          />
+          <SummaryCard
+            title="推荐转人工"
+            description="triage 推荐 handoff_to_human 次数"
+            value={graphSummary.triageHandoff}
+            loading={summaryLoading}
+          />
+          <SummaryCard
+            title="继续解答"
+            description="triage 推荐 continue_answering 次数"
+            value={graphSummary.triageContinueAnswering}
+            loading={summaryLoading}
+          />
+          <SummaryCard
+            title="风险分析"
+            description="analyze_conversation 调用次数"
+            value={graphSummary.analyzeCount}
+            loading={summaryLoading}
+          />
+          <SummaryCard
+            title="工单草稿"
+            description="prepare_ticket_draft 调用次数"
+            value={graphSummary.prepareDraftCount}
+            loading={summaryLoading}
+          />
+          <SummaryCard
+            title="最终动作"
+            description={`建单 ${graphSummary.createTicketCount} / 转人工 ${graphSummary.handoffCount}`}
+            value={graphSummary.createTicketCount + graphSummary.handoffCount}
+            loading={summaryLoading}
+          />
+        </div>
+
         <div className="overflow-hidden rounded-lg border bg-background">
           <Table>
             <TableHeader className="bg-muted/40">
@@ -521,6 +610,32 @@ export default function DashboardAgentRunLogsPage() {
   )
 }
 
+function SummaryCard({
+  title,
+  description,
+  value,
+  loading,
+}: {
+  title: string
+  description: string
+  value: number
+  loading: boolean
+}) {
+  return (
+    <Card size="sm">
+      <CardHeader>
+        <CardTitle>{title}</CardTitle>
+        <CardDescription>{description}</CardDescription>
+      </CardHeader>
+      <CardContent>
+        <div className="text-2xl font-semibold tracking-tight">
+          {loading ? "--" : value}
+        </div>
+      </CardContent>
+    </Card>
+  )
+}
+
 function safeParseJSON(value: string) {
   if (!value.trim()) {
     return null
diff --git a/web/lib/api/admin.ts b/web/lib/api/admin.ts
index 40cf148..2b778e3 100644
--- a/web/lib/api/admin.ts
+++ b/web/lib/api/admin.ts
@@ -416,6 +416,18 @@ export type AgentRunLog = {
   createdAt: string
 }
 
+export type AgentRunGraphSummary = {
+  triageCount: number
+  triagePrepareTicket: number
+  triagePrepareTicketReady: number
+  triageHandoff: number
+  triageContinueAnswering: number
+  analyzeCount: number
+  prepareDraftCount: number
+  createTicketCount: number
+  handoffCount: number
+}
+
 export type AdminAgentProfile = {
   id: number
   userId: number
@@ -895,6 +907,12 @@ export function fetchAgentRunLog(id: number) {
   return request<AgentRunLog>(`/api/console/agent-run-log/${id}`)
 }
 
+export function fetchAgentRunGraphSummary(params?: { aiAgentId?: string }) {
+  return request<AgentRunGraphSummary>(
+    `/api/console/agent-run-log/graph/summary${toQueryString(params)}`
+  )
+}
+
 export function updateSkillDefinitionStatus(id: number, status: number) {
   return request<void>("/api/console/skill-definition/update_status", {
     method: "POST",