diff --git a/soul-api/internal/handler/admin_shensheshou.go b/soul-api/internal/handler/admin_shensheshou.go
index 24091e72..efa6c665 100644
--- a/soul-api/internal/handler/admin_shensheshou.go
+++ b/soul-api/internal/handler/admin_shensheshou.go
@@ -139,6 +139,105 @@ func AdminShensheShouIngest(c *gin.Context) {
 	c.JSON(http.StatusOK, gin.H{"success": true, "data": result["data"]})
 }
 
+// AdminShensheShouEnrich POST /api/admin/shensheshou/enrich — 查询并回填用户基础信息
+func AdminShensheShouEnrich(c *gin.Context) {
+	if sssAPIKey() == "" {
+		c.JSON(http.StatusOK, gin.H{"success": false, "error": "神射手 API Key 未配置"})
+		return
+	}
+
+	var body struct {
+		UserID  string `json:"userId" binding:"required"`
+		Phone   string `json:"phone"`
+		OpenID  string `json:"openId"`
+		WechatID string `json:"wechatId"`
+		Address string `json:"address"`
+	}
+	if err := c.ShouldBindJSON(&body); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"success": false, "error": "参数错误"})
+		return
+	}
+
+	if body.Phone == "" && body.OpenID == "" && body.WechatID == "" {
+		c.JSON(http.StatusBadRequest, gin.H{"success": false, "error": "至少提供手机号、OpenID 或微信号之一"})
+		return
+	}
+
+	// 查询神射手
+	queryURL := sssBaseURL() + "?endpoint=user"
+	if body.Phone != "" {
+		queryURL += "&phone=" + body.Phone
+	}
+
+	sssResult, err := sssDoRequest(http.MethodGet, queryURL, nil)
+	if err != nil {
+		c.JSON(http.StatusOK, gin.H{"success": false, "error": err.Error()})
+		return
+	}
+
+	var sssData map[string]interface{}
+	if d, ok := sssResult["data"].(map[string]interface{}); ok {
+		sssData = d
+	}
+
+	// 将神射手数据回填到用户 tags
+	if sssData != nil {
+		db := database.DB()
+		updates := make(map[string]interface{})
+
+		// 自动合并标签
+		if tags, ok := sssData["tags"].([]interface{}); ok && len(tags) > 0 {
+			tagStrs := make([]string, 0, len(tags))
+			for _, t := range tags {
+				if s, ok := t.(string); ok {
+					tagStrs = append(tagStrs, s)
+				}
+			}
+			if len(tagStrs) > 0 {
+				tagsJSON, _ := json.Marshal(tagStrs)
+				updates["ckb_tags"] = string(tagsJSON)
+			}
+		}
+
+		if len(updates) > 0 {
+			db.Table("users").Where("id = ?", body.UserID).Updates(updates)
+		}
+	}
+
+	c.JSON(http.StatusOK, gin.H{"success": true, "data": sssData})
+}
+
+// AdminShensheShouAutoTag POST /api/admin/shensheshou/auto-tag — 基于行为自动打标（内部调用）
+func AdminShensheShouAutoTag(userID string, phone string) {
+	if sssAPIKey() == "" || phone == "" {
+		return
+	}
+	go func() {
+		queryURL := sssBaseURL() + "?endpoint=user&phone=" + phone
+		result, err := sssDoRequest(http.MethodGet, queryURL, nil)
+		if err != nil || result == nil {
+			return
+		}
+		data, ok := result["data"].(map[string]interface{})
+		if !ok {
+			return
+		}
+		tags, ok := data["tags"].([]interface{})
+		if !ok || len(tags) == 0 {
+			return
+		}
+		tagStrs := make([]string, 0, len(tags))
+		for _, t := range tags {
+			if s, ok := t.(string); ok {
+				tagStrs = append(tagStrs, s)
+			}
+		}
+		tagsJSON, _ := json.Marshal(tagStrs)
+		database.DB().Table("users").Where("id = ?", userID).
+			Updates(map[string]interface{}{"ckb_tags": string(tagsJSON)})
+	}()
+}
+
 // AdminShensheShouBatchQuery POST /api/admin/shensheshou/batch — 批量查询
 func AdminShensheShouBatchQuery(c *gin.Context) {
 	if sssAPIKey() == "" {