diff --git a/dashboard/src/assets/mdi-subset/materialdesignicons-subset.css b/dashboard/src/assets/mdi-subset/materialdesignicons-subset.css
index bde62e93c0..91f7512990 100644
--- a/dashboard/src/assets/mdi-subset/materialdesignicons-subset.css
+++ b/dashboard/src/assets/mdi-subset/materialdesignicons-subset.css
@@ -1,4 +1,4 @@
-/* Auto-generated MDI subset – 272 icons */
+/* Auto-generated MDI subset – 273 icons */
 /* Do not edit manually. Run: pnpm run subset-icons */
 
 @font-face {
@@ -904,6 +904,10 @@
   content: "\F046A";
 }
 
+.mdi-select-multiple::before {
+  content: "\F1281";
+}
+
 .mdi-send-outline::before {
   content: "\F1165";
 }
diff --git a/dashboard/src/assets/mdi-subset/materialdesignicons-webfont-subset.woff b/dashboard/src/assets/mdi-subset/materialdesignicons-webfont-subset.woff
index 7a31dd05c8..c375b29714 100644
Binary files a/dashboard/src/assets/mdi-subset/materialdesignicons-webfont-subset.woff and b/dashboard/src/assets/mdi-subset/materialdesignicons-webfont-subset.woff differ
diff --git a/dashboard/src/assets/mdi-subset/materialdesignicons-webfont-subset.woff2 b/dashboard/src/assets/mdi-subset/materialdesignicons-webfont-subset.woff2
index 5602b50fa3..f7d2280fb7 100644
Binary files a/dashboard/src/assets/mdi-subset/materialdesignicons-webfont-subset.woff2 and b/dashboard/src/assets/mdi-subset/materialdesignicons-webfont-subset.woff2 differ
diff --git a/dashboard/src/components/extension/SkillsSection.vue b/dashboard/src/components/extension/SkillsSection.vue
index 706e3ec2b9..47c39f7667 100644
--- a/dashboard/src/components/extension/SkillsSection.vue
+++ b/dashboard/src/components/extension/SkillsSection.vue
@@ -48,9 +48,59 @@
         </div>
 
         <div v-else class="pb-3">
-          <h3 class="skills-list-title text-h3">
-            {{ tm("status.installed") }}
-          </h3>
+          <div class="skills-list-header">
+            <h3 class="skills-list-title text-h3">
+              {{ tm("status.installed") }}
+            </h3>
+            <div class="skills-list-actions">
+              <template v-if="batchSelectionEnabled">
+                <v-btn
+                  variant="text"
+                  size="small"
+                  :disabled="batchDeleting"
+                  @click="toggleSelectAll"
+                >
+                  {{
+                    allDeletableSelected
+                      ? tm("skills.clearSelection")
+                      : tm("skills.selectAll")
+                  }}
+                </v-btn>
+                <v-btn
+                  color="error"
+                  variant="tonal"
+                  size="small"
+                  prepend-icon="mdi-delete-outline"
+                  :disabled="selectedSkillNames.length === 0 || batchDeleting"
+                  @click="confirmBatchDelete"
+                >
+                  {{
+                    tm("skills.deleteSelected", {
+                      count: selectedSkillNames.length,
+                    })
+                  }}
+                </v-btn>
+                <v-btn
+                  variant="text"
+                  size="small"
+                  :disabled="batchDeleting"
+                  @click="cancelBatchSelection"
+                >
+                  {{ tm("skills.cancel") }}
+                </v-btn>
+              </template>
+              <v-btn
+                v-else
+                variant="tonal"
+                size="small"
+                prepend-icon="mdi-select-multiple"
+                :disabled="deletableSkills.length === 0"
+                @click="startBatchSelection"
+              >
+                {{ tm("skills.select") }}
+              </v-btn>
+            </div>
+          </div>
 
           <div class="skills-list">
             <OutlinedActionListItem
@@ -61,10 +111,30 @@
               :class="{
                 'skill-list-item--inactive':
                   skill.active === false || isInactivePluginSkill(skill),
+                'skill-list-item--selected':
+                  batchSelectionEnabled &&
+                  selectedSkillNames.includes(skill.name),
               }"
-              clickable
+              :clickable="!batchSelectionEnabled"
               @click="openSkillEditor(skill)"
             >
+              <template #title-prepend>
+                <v-checkbox-btn
+                  v-if="batchSelectionEnabled && !isReadOnlySourceSkill(skill)"
+                  v-model="selectedSkillNames"
+                  :value="skill.name"
+                  density="compact"
+                  hide-details
+                  :disabled="batchDeleting"
+                  :aria-label="
+                    tm('skills.selectSkill', {
+                      name: skill.name,
+                    })
+                  "
+                  @click.stop
+                />
+              </template>
+
               <template #title-extra>
                 <div class="d-flex align-center ga-1">
                   <v-chip
@@ -95,7 +165,7 @@
                 {{ tm("skills.path") }}: {{ skill.path }}
               </div>
 
-              <template #actions>
+              <template v-if="!batchSelectionEnabled" #actions>
                 <v-tooltip :text="tm('skills.download')" location="top">
                   <template #activator="{ props }">
                     <v-btn
@@ -132,7 +202,7 @@
                 </v-tooltip>
               </template>
 
-              <template #control>
+              <template v-if="!batchSelectionEnabled" #control>
                 <v-tooltip location="top">
                   <template #activator="{ props }">
                     <v-switch
@@ -640,6 +710,58 @@
       </v-card>
     </v-dialog>
 
+    <v-dialog
+      v-model="batchDeleteDialog"
+      max-width="520px"
+      :persistent="batchDeleting"
+    >
+      <v-card>
+        <v-card-title class="text-h3 pa-4 pb-0 pl-6">
+          {{ tm("skills.batchDeleteTitle") }}
+        </v-card-title>
+        <v-card-text>
+          <p>
+            {{
+              tm("skills.batchDeleteMessage", {
+                count: batchDeleteTargets.length,
+              })
+            }}
+          </p>
+          <v-list class="batch-delete-targets mt-3" density="compact">
+            <v-list-item
+              v-for="name in batchDeleteTargets"
+              :key="name"
+              class="batch-delete-target"
+              :title="name"
+              prepend-icon="mdi-puzzle-outline"
+            />
+          </v-list>
+        </v-card-text>
+        <v-card-actions class="d-flex justify-end">
+          <v-btn
+            variant="text"
+            :disabled="batchDeleting"
+            @click="batchDeleteDialog = false"
+          >
+            {{ tm("skills.cancel") }}
+          </v-btn>
+          <v-btn
+            color="error"
+            variant="tonal"
+            :loading="batchDeleting"
+            :disabled="batchDeleteTargets.length === 0"
+            @click="deleteSelectedSkills"
+          >
+            {{
+              tm("skills.batchDeleteConfirm", {
+                count: batchDeleteTargets.length,
+              })
+            }}
+          </v-btn>
+        </v-card-actions>
+      </v-card>
+    </v-dialog>
+
     <v-dialog
       v-model="editorDialog.show"
       max-width="1180px"
@@ -847,6 +969,11 @@ export default {
     const deleteDialog = ref(false);
     const deleting = ref(false);
     const skillToDelete = ref(null);
+    const batchSelectionEnabled = ref(false);
+    const selectedSkillNames = ref([]);
+    const batchDeleteTargets = ref([]);
+    const batchDeleteDialog = ref(false);
+    const batchDeleting = ref(false);
     const snackbar = reactive({ show: false, message: "", color: "success" });
 
     const neoLoading = ref(false);
@@ -1009,6 +1136,16 @@ export default {
       isPluginProvidedSkill(skill) && skill?.plugin_active === false;
     const isReadOnlySourceSkill = (skill) =>
       isSandboxPresetSkill(skill) || isPluginProvidedSkill(skill);
+    const deletableSkills = computed(() =>
+      skills.value.filter((skill) => !isReadOnlySourceSkill(skill)),
+    );
+    const allDeletableSelected = computed(
+      () =>
+        deletableSkills.value.length > 0 &&
+        deletableSkills.value.every((skill) =>
+          selectedSkillNames.value.includes(skill.name),
+        ),
+    );
 
     const normalizeNeoItemsPayload = (res) => {
       const payload = res?.data?.data || [];
@@ -1200,8 +1337,21 @@ export default {
       try {
         const res = await skillApi.list();
         skills.value = normalizeSkillsPayload(res);
+        const deletableNames = new Set(
+          skills.value
+            .filter((skill) => !isReadOnlySourceSkill(skill))
+            .map((skill) => skill.name),
+        );
+        selectedSkillNames.value = selectedSkillNames.value.filter((name) =>
+          deletableNames.has(name),
+        );
+        if (batchSelectionEnabled.value && deletableNames.size === 0) {
+          batchSelectionEnabled.value = false;
+        }
+        return true;
       } catch (_err) {
         showMessage(tm("skills.loadFailed"), "error");
+        return false;
       } finally {
         loading.value = false;
       }
@@ -1275,6 +1425,104 @@ export default {
       }
     };
 
+    const startBatchSelection = () => {
+      selectedSkillNames.value = [];
+      batchDeleteTargets.value = [];
+      batchSelectionEnabled.value = true;
+    };
+
+    const cancelBatchSelection = () => {
+      if (batchDeleting.value) return;
+      batchSelectionEnabled.value = false;
+      selectedSkillNames.value = [];
+      batchDeleteTargets.value = [];
+      batchDeleteDialog.value = false;
+    };
+
+    const toggleSelectAll = () => {
+      if (allDeletableSelected.value) {
+        selectedSkillNames.value = [];
+        return;
+      }
+      selectedSkillNames.value = deletableSkills.value.map(
+        (skill) => skill.name,
+      );
+    };
+
+    const confirmBatchDelete = () => {
+      const selectedNames = new Set(selectedSkillNames.value);
+      batchDeleteTargets.value = [
+        ...new Set(
+          deletableSkills.value
+            .filter((skill) => selectedNames.has(skill.name))
+            .map((skill) => skill.name),
+        ),
+      ];
+      if (batchDeleteTargets.value.length === 0) return;
+      batchDeleteDialog.value = true;
+    };
+
+    const deleteSelectedSkills = async () => {
+      if (batchDeleting.value || batchDeleteTargets.value.length === 0) return;
+
+      const targets = [...batchDeleteTargets.value];
+      const failed = [];
+      let succeeded = 0;
+      batchDeleting.value = true;
+
+      try {
+        for (const name of targets) {
+          try {
+            const res = await skillApi.delete(name);
+            if (res?.data?.status === "ok") {
+              succeeded += 1;
+            } else {
+              failed.push(name);
+            }
+          } catch (_err) {
+            failed.push(name);
+          }
+        }
+
+        const refreshed = await fetchSkills();
+        if (refreshed) {
+          const currentDeletableNames = new Set(
+            skills.value
+              .filter((skill) => !isReadOnlySourceSkill(skill))
+              .map((skill) => skill.name),
+          );
+          selectedSkillNames.value = failed.filter((name) =>
+            currentDeletableNames.has(name),
+          );
+        } else {
+          selectedSkillNames.value = failed;
+          batchSelectionEnabled.value = failed.length > 0;
+        }
+        batchDeleteDialog.value = false;
+        batchDeleteTargets.value = [];
+
+        if (!refreshed) return;
+
+        if (failed.length === 0) {
+          batchSelectionEnabled.value = false;
+          showMessage(
+            tm("skills.batchDeleteSuccess", { count: succeeded }),
+            "success",
+          );
+        } else {
+          showMessage(
+            tm("skills.batchDeletePartial", {
+              succeeded,
+              failed: failed.length,
+            }),
+            "warning",
+          );
+        }
+      } finally {
+        batchDeleting.value = false;
+      }
+    };
+
     const toggleSkill = async (skill) => {
       if (isInactivePluginSkill(skill)) {
         showMessage(tm("skills.pluginDisabled"), "warning");
@@ -1775,6 +2023,7 @@ export default {
 
     watch(mode, async (nextMode) => {
       if (nextMode === "neo") {
+        cancelBatchSelection();
         await loadNeoAvailability();
         if (neoEnabled.value) {
           await fetchNeoData();
@@ -1815,6 +2064,11 @@ export default {
       itemLoading,
       deleteDialog,
       deleting,
+      batchSelectionEnabled,
+      selectedSkillNames,
+      batchDeleteTargets,
+      batchDeleteDialog,
+      batchDeleting,
       snackbar,
       neoEnabled,
       neoUnavailableMessage,
@@ -1825,6 +2079,8 @@ export default {
       candidateStatusItems,
       releaseStageItems,
       activeReleaseCount,
+      deletableSkills,
+      allDeletableSelected,
       candidateHeaders,
       releaseHeaders,
       payloadDialog,
@@ -1853,6 +2109,11 @@ export default {
       toggleSkill,
       confirmDelete,
       deleteSkill,
+      startBatchSelection,
+      cancelBatchSelection,
+      toggleSelectAll,
+      confirmBatchDelete,
+      deleteSelectedSkills,
       evaluateCandidate,
       promoteCandidate,
       isCandidatePromoteLoading,
@@ -1880,10 +2141,27 @@ export default {
   grid-template-columns: repeat(2, minmax(0, 1fr));
 }
 
-.skills-list-title {
+.skills-list-header {
+  align-items: center;
+  display: flex;
+  flex-wrap: wrap;
+  gap: 12px;
+  justify-content: space-between;
   margin-bottom: 16px;
 }
 
+.skills-list-title {
+  margin: 0;
+}
+
+.skills-list-actions {
+  align-items: center;
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+  margin-left: auto;
+}
+
 .skill-list-item :deep(.outlined-action-list-item__main) {
   gap: 0;
 }
@@ -1892,6 +2170,11 @@ export default {
   opacity: 0.58;
 }
 
+.skill-list-item--selected {
+  background: rgba(var(--v-theme-primary), 0.06);
+  border-color: rgba(var(--v-theme-primary), 0.5);
+}
+
 .skill-list-item :deep(.outlined-action-list-item__content) {
   flex: 1 1 auto;
 }
@@ -1932,6 +2215,22 @@ export default {
   color: rgb(var(--v-theme-on-surface));
 }
 
+.batch-delete-targets {
+  background: transparent;
+  max-height: 240px;
+  overflow-y: auto;
+  padding: 0;
+}
+
+.batch-delete-target {
+  background: rgba(var(--v-theme-on-surface), 0.05);
+  border-radius: 8px;
+}
+
+.batch-delete-target + .batch-delete-target {
+  margin-top: 6px;
+}
+
 .skills-fab-stack {
   align-items: center;
   bottom: 52px;
@@ -2411,7 +2710,7 @@ export default {
   .skills-list {
     grid-template-columns: minmax(0, 1fr);
   }
-  
+
   .skill-editor {
     grid-template-columns: minmax(0, 1fr);
     grid-template-rows: auto minmax(0, 1fr);
@@ -2467,6 +2766,15 @@ export default {
 }
 
 @media (max-width: 640px) {
+  .skills-list-header {
+    align-items: stretch;
+  }
+
+  .skills-list-actions {
+    margin-left: 0;
+    width: 100%;
+  }
+
   .skills-upload-dialog {
     max-height: 92vh;
   }
diff --git a/dashboard/src/i18n/locales/en-US/features/extension.json b/dashboard/src/i18n/locales/en-US/features/extension.json
index 49ce481c60..4b556e78ef 100644
--- a/dashboard/src/i18n/locales/en-US/features/extension.json
+++ b/dashboard/src/i18n/locales/en-US/features/extension.json
@@ -382,6 +382,16 @@
     "deleteMessage": "Are you sure you want to delete this Skill?",
     "deleteSuccess": "Deleted successfully",
     "deleteFailed": "Delete failed",
+    "select": "Select",
+    "selectSkill": "Select Skill {name}",
+    "selectAll": "Select all",
+    "clearSelection": "Clear selection",
+    "deleteSelected": "Delete selected ({count})",
+    "batchDeleteTitle": "Delete selected Skills",
+    "batchDeleteMessage": "Are you sure you want to delete these {count} Skills? This action cannot be undone.",
+    "batchDeleteConfirm": "Delete {count}",
+    "batchDeleteSuccess": "All {count} skill(s) deleted successfully.",
+    "batchDeletePartial": "Deleted {succeeded}; failed to delete {failed}",
     "neoSkillKey": "Filter by skill_key",
     "neoStatus": "Candidate Status",
     "neoStage": "Release Stage",
diff --git a/dashboard/src/i18n/locales/ru-RU/features/extension.json b/dashboard/src/i18n/locales/ru-RU/features/extension.json
index 6eb112b0fd..52f25cff31 100644
--- a/dashboard/src/i18n/locales/ru-RU/features/extension.json
+++ b/dashboard/src/i18n/locales/ru-RU/features/extension.json
@@ -377,6 +377,16 @@
         "deleteMessage": "Вы уверены, что хотите удалить этот навык?",
         "deleteSuccess": "Удалено",
         "deleteFailed": "Ошибка удаления",
+        "select": "Выбрать",
+        "selectSkill": "Выбрать навык {name}",
+        "selectAll": "Выбрать все",
+        "clearSelection": "Снять выделение",
+        "deleteSelected": "Удалить выбранные ({count})",
+        "batchDeleteTitle": "Массовое удаление навыков",
+        "batchDeleteMessage": "Удалить выбранные навыки ({count})? Это действие нельзя отменить.",
+        "batchDeleteConfirm": "Удалить ({count})",
+        "batchDeleteSuccess": "Удалено навыков: {count}",
+        "batchDeletePartial": "Удалено: {succeeded}; ошибок: {failed}",
         "neoSkillKey": "Фильтр по ключу",
         "neoStatus": "Статус кандидата",
         "neoStage": "Этап публикации",
diff --git a/dashboard/src/i18n/locales/zh-CN/features/extension.json b/dashboard/src/i18n/locales/zh-CN/features/extension.json
index 476bacd051..3525246988 100644
--- a/dashboard/src/i18n/locales/zh-CN/features/extension.json
+++ b/dashboard/src/i18n/locales/zh-CN/features/extension.json
@@ -382,6 +382,16 @@
     "deleteMessage": "确定要删除该技能吗？",
     "deleteSuccess": "删除成功",
     "deleteFailed": "删除失败",
+    "select": "选择",
+    "selectSkill": "选择技能 {name}",
+    "selectAll": "全选",
+    "clearSelection": "清除选择",
+    "deleteSelected": "删除所选（{count}）",
+    "batchDeleteTitle": "批量删除技能",
+    "batchDeleteMessage": "确定要删除以下 {count} 个技能吗？此操作无法撤销。",
+    "batchDeleteConfirm": "删除 {count} 个技能",
+    "batchDeleteSuccess": "已删除 {count} 个技能",
+    "batchDeletePartial": "已删除 {succeeded} 个，{failed} 个删除失败",
     "neoSkillKey": "skill_key 过滤",
     "neoStatus": "候选状态",
     "neoStage": "发布阶段",