diff --git a/frontend/src/views/AlertList.vue b/frontend/src/views/AlertList.vue
index 3530e009..3fe3bf4b 100644
--- a/frontend/src/views/AlertList.vue
+++ b/frontend/src/views/AlertList.vue
@@ -360,6 +360,8 @@
         <el-button type="primary" @click="savePlan" :loading="savingPlan">保存</el-button>
       </template>
     </MyDialog>
+    <!-- KBFF-v1.1: 按 related_page 关联知识接线 · /alerts -->
+    <KnowledgePanel related-page="/alerts" />
   </div>
 </template>
 
@@ -372,6 +374,7 @@ import BotSourceTag from '../components/BotSourceTag.vue'
 import RiskCell from '../components/charts/RiskCell.vue'
 import { sessionEntityName } from '../utils/entity'
 import MyDialog from '../components/MyDialog.vue'
+import KnowledgePanel from '../components/KnowledgePanel.vue'
 
 const route = useRoute()
 const activeTab = ref((route.meta?.tab as string) || 'alerts')
diff --git a/frontend/src/views/BudgetManagement.vue b/frontend/src/views/BudgetManagement.vue
index 9dcf2a26..69671757 100644
--- a/frontend/src/views/BudgetManagement.vue
+++ b/frontend/src/views/BudgetManagement.vue
@@ -769,6 +769,8 @@
       </el-form>
       <template #footer><el-button @click="showDerivationRuleDialog = false">取消</el-button><el-button type="primary" @click="saveDerivationRule">保存</el-button></template>
     </MyDialog>
+    <!-- KBFF-v1.1: 按 related_page 关联知识接线 · /budget -->
+    <KnowledgePanel related-page="/budget" />
   </div>
 </div>
 </template>
@@ -778,6 +780,7 @@ import { ElMessage, ElMessageBox } from 'element-plus'
 import { budgetApi, kpiApi, mapApi, actionPlanApi } from '../api/index'
 import MyDialog from '../components/MyDialog.vue'
 import DriverFactorBudget from '../components/DriverFactorBudget.vue'
+import KnowledgePanel from '../components/KnowledgePanel.vue'
 
 const activeTab = ref('input')
 const currentYear = new Date().getFullYear()
diff --git a/frontend/src/views/DeviationDashboard.vue b/frontend/src/views/DeviationDashboard.vue
index eaf850e8..39c95e92 100644
--- a/frontend/src/views/DeviationDashboard.vue
+++ b/frontend/src/views/DeviationDashboard.vue
@@ -184,6 +184,8 @@
 
     <!-- 无数据提示 -->
     <el-empty v-if="!loading && hierarchyData.length === 0 && reportData.length === 0" description="暂无差异分析数据，请先在预算管理中录入预算" style="padding:40px 0;" />
+    <!-- KBFF-v1.1: 按 related_page 关联知识接线 · /deviations -->
+    <KnowledgePanel related-page="/deviations" />
   </div>
 </template>
 
@@ -191,6 +193,7 @@
 import { ref, computed, onMounted, watch } from 'vue'
 import { ElMessage } from 'element-plus'
 import { budgetApi, kpiApi } from '../api/index'
+import KnowledgePanel from '../components/KnowledgePanel.vue'
 
 const currentYear = new Date().getFullYear()
 const yearOptions = computed(() => {
diff --git a/frontend/src/views/KPIList.vue b/frontend/src/views/KPIList.vue
index 93bd511f..26269f3d 100644
--- a/frontend/src/views/KPIList.vue
+++ b/frontend/src/views/KPIList.vue
@@ -398,6 +398,8 @@
         <el-button type="primary" :disabled="!selectedTemplate" @click="doInstantiate">从模板创建</el-button>
       </template>
     </MyDialog>
+    <!-- KBFF-v1.1: 按 related_page 关联知识接线 · /kpis -->
+    <KnowledgePanel related-page="/kpis" />
   </div>
 </template>
 
@@ -407,6 +409,7 @@ import { ElMessage, ElMessageBox } from 'element-plus'
 import { kpiApi, templateApi, dashboardApi, userApi, orgApi } from '../api/index'
 import MyDialog from '../components/MyDialog.vue'
 import { useFormGuard, trackDialogForm } from '../composables/useFormGuard'
+import KnowledgePanel from '../components/KnowledgePanel.vue'
 
 // ── 数据 ──
 const kpis = ref<any[]>([])
diff --git a/frontend/src/views/MapCanvas.vue b/frontend/src/views/MapCanvas.vue
index cb361cad..05f51a42 100644
--- a/frontend/src/views/MapCanvas.vue
+++ b/frontend/src/views/MapCanvas.vue
@@ -185,7 +185,7 @@
   </div>
   <!-- P1-3: 关联知识点 -->
   <div style="margin-top:12px;">
-    <KnowledgePanel related-page="/maps" />
+    <KnowledgePanel related-page="/maps/canvas" />
   </div>
 </template>
 
diff --git a/frontend/src/views/MapReview.vue b/frontend/src/views/MapReview.vue
index c6bb9b5d..a97efade 100644
--- a/frontend/src/views/MapReview.vue
+++ b/frontend/src/views/MapReview.vue
@@ -340,6 +340,8 @@
         </el-timeline-item>
       </el-timeline>
     </MyDialog>
+    <!-- KBFF-v1.1: 按 related_page 关联知识接线 · /maps-review -->
+    <KnowledgePanel related-page="/maps-review" />
   </div>
 </template>
 
@@ -349,6 +351,7 @@ import { useRoute, useRouter } from "vue-router"
 import { ElMessage } from "element-plus"
 import api from "../api/index"
 import MyDialog from '../components/MyDialog.vue'
+import KnowledgePanel from '../components/KnowledgePanel.vue'
 
 const route = useRoute()
 const $router = useRouter()
diff --git a/frontend/src/views/PredictDashboard.vue b/frontend/src/views/PredictDashboard.vue
index 4e157bfb..dc97c916 100644
--- a/frontend/src/views/PredictDashboard.vue
+++ b/frontend/src/views/PredictDashboard.vue
@@ -434,6 +434,8 @@
         <CostIntelligence />
       </el-tab-pane>
     </el-tabs>
+    <!-- KBFF-v1.1: 按 related_page 关联知识接线 · /predict -->
+    <KnowledgePanel related-page="/predict" />
   </div>
 </template>
 
@@ -442,6 +444,7 @@ import { ref, nextTick } from 'vue'
 import { ElMessage } from 'element-plus'
 import { predictApi } from '../api/index'
 import CostIntelligence from './CostIntelligence.vue'
+import KnowledgePanel from '../components/KnowledgePanel.vue'
 
 const activeTab = ref('cvp')