diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DashboardAdminController.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DashboardAdminController.java
index 854e82b..ca0f7fc 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DashboardAdminController.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/controller/DashboardAdminController.java
@@ -3,6 +3,8 @@
 package com.fruitshorts.admin.controller;
 
 import com.fruitshorts.admin.service.DashboardService;
+import com.fruitshorts.admin.vo.DashboardDistributionRespVO;
+import com.fruitshorts.admin.vo.DashboardTrendRespVO;
 import com.fruitshorts.admin.vo.TranscodeDashboardRespVO;
 import com.fruitshorts.common.pojo.Result;
 import io.swagger.v3.oas.annotations.Operation;
@@ -44,4 +46,20 @@ public class DashboardAdminController {
     public Result<TranscodeDashboardRespVO> transcode() {
         return Result.ok(dashboardService.transcode());
     }
+
+    /** 近 7 天每日趋势（用户注册 / 播放事件 / 转码任务）。 */
+    @Operation(summary = "大盘趋势（近 7 天每日数据，给折线图用）")
+    @GetMapping("/trend")
+    @PreAuthorize("@ss.hasPermission('dashboard:view')")
+    public Result<DashboardTrendRespVO> trend() {
+        return Result.ok(dashboardService.trend());
+    }
+
+    /** 分布：短剧状态 / 转码状态 / 片源覆盖 / 待处理审核。 */
+    @Operation(summary = "大盘分布（给饼图用）")
+    @GetMapping("/distribution")
+    @PreAuthorize("@ss.hasPermission('dashboard:view')")
+    public Result<DashboardDistributionRespVO> distribution() {
+        return Result.ok(dashboardService.distribution());
+    }
 }
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/service/DashboardService.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/service/DashboardService.java
index fcec80c..277d645 100644
--- a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/service/DashboardService.java
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/service/DashboardService.java
@@ -3,6 +3,8 @@
 package com.fruitshorts.admin.service;
 
 import com.baomidou.mybatisplus.core.toolkit.Wrappers;
+import com.fruitshorts.admin.vo.DashboardDistributionRespVO;
+import com.fruitshorts.admin.vo.DashboardTrendRespVO;
 import com.fruitshorts.admin.vo.TranscodeDashboardRespVO;
 import com.fruitshorts.commerce.dal.entity.CoinLedger;
 import com.fruitshorts.commerce.dal.entity.Entitlement;
@@ -44,6 +46,8 @@ import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
 
+import org.springframework.jdbc.core.JdbcTemplate;
+
 /**
  * 运营大盘（只读聚合）。
  *
@@ -86,6 +90,7 @@ public class DashboardService {
     private final CoinLedgerMapper coinLedgerMapper;
     private final EntitlementMapper entitlementMapper;
     private final TranscodeService transcodeService;
+    private final JdbcTemplate jdbcTemplate;
 
     public Map<String, Object> overview() {
         LocalDateTime now = LocalDateTime.now();
@@ -117,6 +122,58 @@ public class DashboardService {
         return data;
     }
 
+    /** 近 7 天每日趋势，给折线图用。 */
+    public DashboardTrendRespVO trend() {
+        int days = 7;
+        LocalDate today = LocalDate.now();
+        List<String> dates = new ArrayList<>(days);
+        List<Long> newUsers = new ArrayList<>(days);
+        List<Long> playEvents = new ArrayList<>(days);
+        List<Long> newTranscodes = new ArrayList<>(days);
+        List<Long> transcodeSuccess = new ArrayList<>(days);
+        for (int i = days - 1; i >= 0; i--) {
+            LocalDate d = today.minusDays(i);
+            dates.add(d.toString());
+            newUsers.add(countForDate("SELECT COUNT(*) FROM app_user WHERE deleted = 0 AND DATE(created_at) = ?", d));
+            playEvents.add(countForDate("SELECT COUNT(*) FROM watch_history WHERE DATE(watched_at) = ?", d));
+            newTranscodes.add(countForDate("SELECT COUNT(*) FROM transcode_task WHERE DATE(created_at) = ?", d));
+            transcodeSuccess.add(countForDate("SELECT COUNT(*) FROM transcode_task WHERE status = 'SUCCESS' AND DATE(created_at) = ?", d));
+        }
+        return new DashboardTrendRespVO(dates, newUsers, playEvents, newTranscodes, transcodeSuccess);
+    }
+
+    /** 各域状态分布，给饼图用。 */
+    public DashboardDistributionRespVO distribution() {
+        DashboardDistributionRespVO vo = new DashboardDistributionRespVO();
+        vo.setDramaStatus(groupBy("SELECT status, COUNT(*) FROM drama WHERE deleted = 0 GROUP BY status"));
+        vo.setTranscodeStatus(groupBy("SELECT status, COUNT(*) FROM transcode_task GROUP BY status"));
+        vo.setEpisodeMedia(groupBy("""
+            SELECT CASE WHEN video_url IS NOT NULL AND video_url <> '' THEN '有片源' ELSE '无片源' END AS bucket,
+                   COUNT(*) FROM drama_episode WHERE deleted = 0 GROUP BY bucket"""));
+        List<DashboardDistributionRespVO.Item> pending = new ArrayList<>();
+        pending.add(new DashboardDistributionRespVO.Item("评论待审", orZero(commentMapper.selectCount(
+                Wrappers.<ContentComment>lambdaQuery().eq(ContentComment::getStatus, "pending")))));
+        pending.add(new DashboardDistributionRespVO.Item("举报待处理", orZero(reportMapper.selectCount(
+                Wrappers.<ContentReport>lambdaQuery().eq(ContentReport::getStatus, "pending")))));
+        vo.setPendingModeration(pending);
+        return vo;
+    }
+
+    /** 按日期查计数，空结果返回 0。 */
+    private long countForDate(String sql, LocalDate date) {
+        Long count = jdbcTemplate.queryForObject(sql, Long.class, date);
+        return count == null ? 0L : count;
+    }
+
+    /** 两列 GROUP BY 查询返回 Map<key, count>。 */
+    private Map<String, Long> groupBy(String sql) {
+        Map<String, Long> result = new LinkedHashMap<>();
+        jdbcTemplate.query(sql, rs -> {
+            result.put(rs.getString(1), rs.getLong(2));
+        });
+        return result;
+    }
+
     private Map<String, Object> userMetrics(LocalDateTime todayStart, LocalDateTime sevenDaysAgo) {
         Map<String, Object> user = new LinkedHashMap<>();
         user.put("total", countUser(Wrappers.<AppUser>lambdaQuery()));
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/vo/DashboardDistributionRespVO.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/vo/DashboardDistributionRespVO.java
new file mode 100644
index 0000000..93f843e
--- /dev/null
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/vo/DashboardDistributionRespVO.java
@@ -0,0 +1,39 @@
+// Author: fruit.com.cn
+
+package com.fruitshorts.admin.vo;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.util.List;
+import java.util.Map;
+
+/** 运营大盘分布（给饼图用）。 */
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+public class DashboardDistributionRespVO {
+
+    /** 短剧状态分布：key = 状态码，value = 数量；含 total 汇总。 */
+    private Map<String, Long> dramaStatus;
+
+    /** 转码任务状态分布。 */
+    private Map<String, Long> transcodeStatus;
+
+    /** 有片源 / 无片源剧集分布。 */
+    private Map<String, Long> episodeMedia;
+
+    /** 互动待处理：评论待审、举报待审。 */
+    private List<Item> pendingModeration;
+
+    @Data
+    @NoArgsConstructor
+    @AllArgsConstructor
+    public static class Item {
+
+        private String label;
+
+        private Long value;
+    }
+}
diff --git a/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/vo/DashboardTrendRespVO.java b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/vo/DashboardTrendRespVO.java
new file mode 100644
index 0000000..20cac86
--- /dev/null
+++ b/fruitshorts-admin-api/src/main/java/com/fruitshorts/admin/vo/DashboardTrendRespVO.java
@@ -0,0 +1,31 @@
+// Author: fruit.com.cn
+
+package com.fruitshorts.admin.vo;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.util.List;
+
+/** 运营大盘趋势（近 N 天每日数据，给折线图用）。 */
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+public class DashboardTrendRespVO {
+
+    /** 日期标签，格式 yyyy-MM-dd，从最早到最新。 */
+    private List<String> dates;
+
+    /** 每日新增用户数（与 dates 对齐）。 */
+    private List<Long> newUsers;
+
+    /** 每日播放事件数（watch_history 行数，与 dates 对齐）。 */
+    private List<Long> playEvents;
+
+    /** 每日新增转码任务数（transcode_task 行数，与 dates 对齐）。 */
+    private List<Long> newTranscodes;
+
+    /** 每日转码成功数（与 dates 对齐）。 */
+    private List<Long> transcodeSuccess;
+}