diff --git a/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishOrderChangeLogger.java b/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishOrderChangeLogger.java
index 2cd2d97..fcd0813 100644
--- a/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishOrderChangeLogger.java
+++ b/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishOrderChangeLogger.java
@@ -33,6 +33,11 @@ public class GoofishOrderChangeLogger {
      */
     public static final String SOURCE_JD_LOGISTICS_PUSH = "JD_LOGISTICS_PUSH";
 
+    /**
+     * Redis 写入本地运单：与后续详情运单合并、发货成功通知重复度高，仅落库便于对账，不推企微。
+     */
+    public static final String SOURCE_REDIS_WAYBILL = "REDIS_WAYBILL";
+
     @Resource
     private ErpGoofishOrderEventLogMapper erpGoofishOrderEventLogMapper;
 
@@ -40,6 +45,14 @@ public class GoofishOrderChangeLogger {
     private WxSendGoofishNotifyClient wxSendGoofishNotifyClient;
 
     public void append(Long orderId, String appKey, String orderNo, String eventType, String source, String message) {
+        append(orderId, appKey, orderNo, eventType, source, message, true);
+    }
+
+    /**
+     * @param notifyWecom 为 false 时仅写事件日志，不推企微（用于过滤纯对齐类状态）。
+     */
+    public void append(Long orderId, String appKey, String orderNo, String eventType, String source, String message,
+        boolean notifyWecom) {
         if (orderId == null || StringUtils.isEmpty(message)) {
             return;
         }
@@ -59,7 +72,10 @@ public class GoofishOrderChangeLogger {
             return;
         }
         log.info("[goofish-order-event] orderId={} orderNo={} type={} source={} {}", orderId, orderNo, eventType, source, msg);
-        if (SOURCE_JD_LOGISTICS_PUSH.equals(source)) {
+        if (SOURCE_JD_LOGISTICS_PUSH.equals(source) || SOURCE_REDIS_WAYBILL.equals(source)) {
+            return;
+        }
+        if (!notifyWecom) {
             return;
         }
         try {
@@ -82,16 +98,21 @@ public class GoofishOrderChangeLogger {
         RowSnap b = RowSnap.from(beforeSnap);
         RowSnap a = RowSnap.from(afterRow);
 
+        boolean refundDiff = !Objects.equals(b.refundStatus, a.refundStatus);
+        boolean orderDiff = !Objects.equals(b.orderStatus, a.orderStatus);
+
         List<String> orderParts = new ArrayList<>();
-        if (!Objects.equals(b.orderStatus, a.orderStatus)) {
-            orderParts.add("订单状态 " + GoofishStatusLabels.orderStatusChange(b.orderStatus, a.orderStatus));
+        if (orderDiff) {
+            orderParts.add("订单状态 " + GoofishStatusLabels.orderStatusChangeForNotify(b.orderStatus, a.orderStatus));
         }
-        if (!Objects.equals(b.refundStatus, a.refundStatus)) {
+        if (refundDiff) {
             orderParts.add("退款状态 " + GoofishStatusLabels.refundStatusChange(b.refundStatus, a.refundStatus));
         }
         if (!orderParts.isEmpty()) {
+            boolean notifyWecom = refundDiff || (orderDiff
+                && GoofishStatusLabels.isWxNotifiableOrderStatusChange(b.orderStatus, a.orderStatus));
             append(afterRow.getId(), afterRow.getAppKey(), afterRow.getOrderNo(), TYPE_ORDER, source,
-                String.join("；", orderParts));
+                String.join("；", orderParts), notifyWecom);
         }
 
         List<String> logParts = new ArrayList<>();
diff --git a/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishOrderPipeline.java b/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishOrderPipeline.java
index b117f37..a82f366 100644
--- a/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishOrderPipeline.java
+++ b/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishOrderPipeline.java
@@ -143,17 +143,27 @@ public class GoofishOrderPipeline {
         if (existingBeforeUpdate == null) {
             goofishOrderChangeLogger.append(loaded.getId(), loaded.getAppKey(), loaded.getOrderNo(),
                 GoofishOrderChangeLogger.TYPE_ORDER, upsertSource,
-                "新订单入库，订单状态 " + GoofishStatusLabels.orderStatusHuman(loaded.getOrderStatus())
+                "新订单入库，订单状态 " + GoofishStatusLabels.orderStatusHumanForNotify(loaded.getOrderStatus())
                     + "，退款状态 " + GoofishStatusLabels.refundStatusHuman(loaded.getRefundStatus()));
             return;
         }
-        if (!Objects.equals(existingBeforeUpdate.getOrderStatus(), upsertPayload.getOrderStatus())
-            || !Objects.equals(existingBeforeUpdate.getRefundStatus(), upsertPayload.getRefundStatus())) {
+        boolean refundDiff = !Objects.equals(existingBeforeUpdate.getRefundStatus(), upsertPayload.getRefundStatus());
+        boolean orderDiff = !Objects.equals(existingBeforeUpdate.getOrderStatus(), upsertPayload.getOrderStatus());
+        if (orderDiff || refundDiff) {
+            List<String> parts = new ArrayList<>(2);
+            if (orderDiff) {
+                parts.add("订单状态 " + GoofishStatusLabels.orderStatusChangeForNotify(
+                    existingBeforeUpdate.getOrderStatus(), upsertPayload.getOrderStatus()));
+            }
+            if (refundDiff) {
+                parts.add("退款状态 " + GoofishStatusLabels.refundStatusChange(
+                    existingBeforeUpdate.getRefundStatus(), upsertPayload.getRefundStatus()));
+            }
+            boolean notifyWecom = refundDiff || (orderDiff && GoofishStatusLabels.isWxNotifiableOrderStatusChange(
+                existingBeforeUpdate.getOrderStatus(), upsertPayload.getOrderStatus()));
             goofishOrderChangeLogger.append(loaded.getId(), loaded.getAppKey(), loaded.getOrderNo(),
                 GoofishOrderChangeLogger.TYPE_ORDER, upsertSource,
-                "订单状态 " + GoofishStatusLabels.orderStatusChange(existingBeforeUpdate.getOrderStatus(), upsertPayload.getOrderStatus())
-                    + "；退款状态 " + GoofishStatusLabels.refundStatusChange(
-                    existingBeforeUpdate.getRefundStatus(), upsertPayload.getRefundStatus()));
+                String.join("；", parts), notifyWecom);
         }
     }
 
@@ -425,7 +435,7 @@ public class GoofishOrderPipeline {
         row.setLocalWaybillNo(wb.trim());
         if (goofishOrderChangeLogger != null) {
             goofishOrderChangeLogger.append(row.getId(), row.getAppKey(), row.getOrderNo(),
-                GoofishOrderChangeLogger.TYPE_LOGISTICS, "REDIS_WAYBILL",
+                GoofishOrderChangeLogger.TYPE_LOGISTICS, GoofishOrderChangeLogger.SOURCE_REDIS_WAYBILL,
                 "本地运单 " + (prev == null || prev.isEmpty() ? "无" : prev) + "→" + wb.trim());
         }
     }
@@ -532,7 +542,9 @@ public class GoofishOrderPipeline {
                 if (goofishOrderChangeLogger != null) {
                     goofishOrderChangeLogger.append(row.getId(), row.getAppKey(), row.getOrderNo(),
                         GoofishOrderChangeLogger.TYPE_SHIP, "AUTO_SHIP",
-                        "发货成功，运单 " + waybill.trim() + "，快递编码 " + expressCode);
+                        "发货成功，运单 " + waybill.trim()
+                            + "，订单状态 " + GoofishStatusLabels.orderStatusHuman(row.getOrderStatus())
+                            + "，退款状态 " + GoofishStatusLabels.refundStatusHuman(row.getRefundStatus()));
                 }
             } else {
                 String msg = r != null ? r.getString("msg") : "unknown";
diff --git a/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishStatusLabels.java b/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishStatusLabels.java
index d02cc49..672ff17 100644
--- a/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishStatusLabels.java
+++ b/ruoyi-system/src/main/java/com/ruoyi/jarvis/service/goofish/GoofishStatusLabels.java
@@ -2,6 +2,7 @@ package com.ruoyi.jarvis.service.goofish;
 
 import java.util.HashMap;
 import java.util.Map;
+import java.util.Objects;
 
 /**
  * 闲管家开放平台：订单状态、退款状态中文说明（与 Apifox 订单列表 schema 一致）
@@ -79,6 +80,45 @@ public final class GoofishStatusLabels {
         return orderStatusHuman(from) + " → " + orderStatusHuman(to);
     }
 
+    /**
+     * 快照/首行展示：待发阶段注明已付款语义（开放平台码 12 即待发货）。
+     */
+    public static String orderStatusHumanForNotify(Integer s) {
+        if (Objects.equals(s, 12)) {
+            return "待发货（已付款）";
+        }
+        return orderStatusHuman(s);
+    }
+
+    /**
+     * 企微通知用变化文案：付款完成单独写「已付款（待发货）」。
+     */
+    public static String orderStatusChangeForNotify(Integer from, Integer to) {
+        if (Objects.equals(from, 11) && Objects.equals(to, 12)) {
+            return orderStatusHuman(11) + " → 已付款（待发货）";
+        }
+        return orderStatusHuman(from) + " → " + orderStatusHumanForNotify(to);
+    }
+
+    /**
+     * 是否与「付款、待发、在途、终态退款/完成/关闭」相关，从而值得推企微（排除已由 SHIP 覆盖的待发→已发）。
+     */
+    public static boolean isWxNotifiableOrderStatusChange(Integer from, Integer to) {
+        if (Objects.equals(from, to)) {
+            return false;
+        }
+        if (Objects.equals(from, 12) && Objects.equals(to, 21)) {
+            return false;
+        }
+        int[] anchors = {11, 12, 21, 22, 23, 24};
+        for (int code : anchors) {
+            if (Objects.equals(from, code) || Objects.equals(to, code)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
     public static String refundStatusChange(Integer from, Integer to) {
         return refundStatusHuman(from) + " → " + refundStatusHuman(to);
     }
diff --git a/ruoyi-system/src/main/java/com/ruoyi/jarvis/wecom/WxSendGoofishNotifyClient.java b/ruoyi-system/src/main/java/com/ruoyi/jarvis/wecom/WxSendGoofishNotifyClient.java
index f5e0c21..827a4b1 100644
--- a/ruoyi-system/src/main/java/com/ruoyi/jarvis/wecom/WxSendGoofishNotifyClient.java
+++ b/ruoyi-system/src/main/java/com/ruoyi/jarvis/wecom/WxSendGoofishNotifyClient.java
@@ -110,22 +110,17 @@ public class WxSendGoofishNotifyClient {
         }
     }
 
+    /**
+     * 企微短通知：场景标题 + 订单号 + 必要字段行（不再展示数据来源等冗长前缀）。
+     */
     private static String buildContent(String orderNo, String eventType, String source, String message) {
+        String on = orderNo != null ? orderNo : "-";
+        String head = resolveNotifyHeadline(eventType, message);
+        String detail = normalizeNotifyDetailLines(eventType, message);
         StringBuilder sb = new StringBuilder();
-        sb.append("【闲鱼订单】").append(orderNo != null ? orderNo : "-").append("\n");
-        String typeLabel = humanEventType(eventType);
-        String srcLabel = humanSource(source);
-        if (StringUtils.hasText(typeLabel)) {
-            sb.append(typeLabel);
-            if (StringUtils.hasText(srcLabel)) {
-                sb.append(" · ").append(srcLabel);
-            }
-        } else if (StringUtils.hasText(srcLabel)) {
-            sb.append(srcLabel);
-        }
-        sb.append("\n");
-        if (StringUtils.hasText(message)) {
-            sb.append(message);
+        sb.append(head).append("\n订单号：").append(on).append('\n');
+        if (StringUtils.hasText(detail)) {
+            sb.append(detail);
         }
         String s = sb.toString();
         if (s.length() > CONTENT_MAX) {
@@ -134,48 +129,221 @@ public class WxSendGoofishNotifyClient {
         return s;
     }
 
-    /** 企微展示用，与库内 event_type 枚举一致 */
-    private static String humanEventType(String eventType) {
-        if (!StringUtils.hasText(eventType)) {
-            return "";
+    private static String resolveNotifyHeadline(String eventType, String message) {
+        String m = message != null ? message : "";
+        String t = eventType != null ? eventType.trim() : "";
+        if ("SHIP".equals(t)) {
+            if (m.contains("失败") || m.contains("异常") || m.contains("缺地址")) {
+                return "发货失败";
+            }
+            return "发货";
         }
-        switch (eventType.trim()) {
-            case "ORDER_SYNC":
-                return "订单同步";
-            case "LOGISTICS_SYNC":
-                return "物流同步";
-            case "SHIP":
-                return "发货";
-            default:
-                return eventType.trim();
+        if ("LOGISTICS_SYNC".equals(t)) {
+            return "物流";
         }
+        if ("ORDER_SYNC".equals(t)) {
+            if (m.startsWith("新订单") || m.contains("新订单入库")) {
+                return "新订单";
+            }
+            if (looksRefundOnlyDiffLine(m)) {
+                return "退款";
+            }
+            return "订单";
+        }
+        return StringUtils.hasText(t) ? t : "订单";
     }
 
-    /** 企微展示用，与库内 source 一致 */
-    private static String humanSource(String source) {
-        if (!StringUtils.hasText(source)) {
+    /** ORDER_SYNC 正文里是否仅有退款状态变更（单行或多行中的唯一语义块） */
+    private static boolean looksRefundOnlyDiffLine(String message) {
+        if (!StringUtils.hasText(message) || message.contains("新订单")) {
+            return false;
+        }
+        String normalized = message.replace('；', '\n').trim();
+        String[] lines = normalized.split("\n");
+        boolean sawRefund = false;
+        boolean sawOrder = false;
+        for (String raw : lines) {
+            String line = raw.trim();
+            if (line.isEmpty()) {
+                continue;
+            }
+            if (line.startsWith("退款状态")) {
+                sawRefund = true;
+                continue;
+            }
+            if (line.startsWith("订单状态")) {
+                sawOrder = true;
+                continue;
+            }
+            return false;
+        }
+        return sawRefund && !sawOrder;
+    }
+
+    /**
+     * 将内部摘要句转为「字段：值」行；箭头统一为「 → 」。
+     */
+    private static String normalizeNotifyDetailLines(String eventType, String message) {
+        if (!StringUtils.hasText(message)) {
             return "";
         }
-        switch (source.trim()) {
-            case "LIST_UPSERT":
-                return "列表拉单写入";
-            case "NOTIFY_UPSERT":
-                return "推送回调写入";
-            case "LIST":
-                return "列表摘要";
-            case "DETAIL_REFRESH":
-                return "详情刷新";
-            case "NOTIFY":
-                return "推送";
-            case "REDIS_WAYBILL":
-                return "Redis 运单";
-            case "AUTO_SHIP":
-                return "自动发货";
-            case "JD_LOGISTICS_PUSH":
-                return "京东物流扫描";
-            default:
-                return source.trim();
+        String t = eventType != null ? eventType.trim() : "";
+        String m = message.trim();
+
+        if ("SHIP".equals(t)) {
+            if (m.startsWith("发货成功")) {
+                StringBuilder details = new StringBuilder();
+                String wb = extractCommaField(m, "运单 ");
+                if (StringUtils.hasText(wb)) {
+                    details.append("物流单号：").append(normalizeArrowSpaces(wb)).append('\n');
+                }
+                String os = extractCommaField(m, "订单状态 ");
+                if (StringUtils.hasText(os)) {
+                    details.append("订单状态：").append(normalizeArrowSpaces(os)).append('\n');
+                }
+                String rs = extractCommaField(m, "退款状态 ");
+                if (StringUtils.hasText(rs)) {
+                    details.append("退款状态：").append(normalizeArrowSpaces(rs)).append('\n');
+                }
+                if (details.length() > 0) {
+                    return details.toString();
+                }
+            }
+            if (m.startsWith("发货失败") || m.startsWith("发货异常")) {
+                int idx = m.indexOf('：');
+                String reason = idx >= 0 && idx < m.length() - 1 ? m.substring(idx + 1).trim() : m;
+                return "原因：" + normalizeArrowSpaces(reason) + "\n";
+            }
         }
+
+        if ("ORDER_SYNC".equals(t)) {
+            // 新订单入库，订单状态 X，退款状态 Y
+            if (m.contains("新订单入库") && m.contains("订单状态 ") && m.contains("退款状态 ")) {
+                String os = substringBetweenPrefixes(m, "订单状态 ", "，退款状态");
+                String rs = substringAfterPrefix(m, "退款状态 ");
+                StringBuilder sb = new StringBuilder();
+                if (StringUtils.hasText(os)) {
+                    sb.append("订单状态：").append(os.trim()).append('\n');
+                }
+                if (StringUtils.hasText(rs)) {
+                    sb.append("退款状态：").append(rs.trim()).append('\n');
+                }
+                return sb.toString();
+            }
+            // 订单状态 A → B；退款状态 …（仅输出消息里出现的块）
+            return formatOrderSyncSemicolonParts(m);
+        }
+
+        if ("LOGISTICS_SYNC".equals(t)) {
+            return formatLogisticsParts(m);
+        }
+
+        return normalizeArrowSpaces(m) + "\n";
+    }
+
+    private static String formatOrderSyncSemicolonParts(String m) {
+        String[] parts = m.split("；");
+        StringBuilder sb = new StringBuilder();
+        for (String p : parts) {
+            String line = kvLineOrderOrRefund(p.trim());
+            if (line != null) {
+                sb.append(line).append('\n');
+            }
+        }
+        return sb.toString();
+    }
+
+    private static String kvLineOrderOrRefund(String segment) {
+        if (!StringUtils.hasText(segment)) {
+            return null;
+        }
+        if (segment.startsWith("订单状态 ")) {
+            return "订单状态：" + normalizeArrowSpaces(segment.substring("订单状态 ".length()).trim());
+        }
+        if (segment.startsWith("退款状态 ")) {
+            return "退款状态：" + normalizeArrowSpaces(segment.substring("退款状态 ".length()).trim());
+        }
+        return null;
+    }
+
+    private static String formatLogisticsParts(String m) {
+        String[] parts = m.split("；");
+        StringBuilder sb = new StringBuilder();
+        for (String p : parts) {
+            String line = logisticsSegmentToKv(p.trim());
+            if (line != null) {
+                sb.append(line).append('\n');
+            }
+        }
+        return sb.toString();
+    }
+
+    /** 本地/平台运单 → 对用户展示为物流单号；其它变更行仍可保留技术性标签 */
+    private static String logisticsSegmentToKv(String segment) {
+        if (!StringUtils.hasText(segment)) {
+            return null;
+        }
+        if (segment.startsWith("本地运单 ") || segment.startsWith("平台运单 ")) {
+            int cut = segment.indexOf(' ');
+            String rest = normalizeArrowSpaces(segment.substring(cut + 1).trim());
+            return "物流单号：" + rest;
+        }
+        String kv = logisticLabelToColon(segment);
+        return kv != null ? kv : (normalizeArrowSpaces(segment));
+    }
+
+    private static String logisticLabelToColon(String segment) {
+        String[] prefixes = {"快递编码 ", "快递名称 "};
+        for (String pref : prefixes) {
+            if (segment.startsWith(pref)) {
+                String label = pref.trim();
+                return label.substring(0, label.length() - 1) + "："
+                    + normalizeArrowSpaces(segment.substring(pref.length()).trim());
+            }
+        }
+        return null;
+    }
+
+    private static String normalizeArrowSpaces(String s) {
+        if (s == null) {
+            return "";
+        }
+        return s.replace("→", " → ").replace("  →", " →").replace("→  ", " → ");
+    }
+
+    /** 从「片段1，片段2，…」中取出以 {@code fieldPrefix} 开头的片段值（去掉前缀） */
+    private static String extractCommaField(String m, String fieldPrefix) {
+        if (!StringUtils.hasText(m) || !StringUtils.hasText(fieldPrefix)) {
+            return null;
+        }
+        for (String part : m.split("，")) {
+            String p = part.trim();
+            if (p.startsWith(fieldPrefix)) {
+                String v = p.substring(fieldPrefix.length()).trim();
+                return v.length() > 0 ? v : null;
+            }
+        }
+        return null;
+    }
+
+    private static String substringBetweenPrefixes(String m, String a, String b) {
+        int ia = m.indexOf(a);
+        if (ia < 0) {
+            return null;
+        }
+        int ib = m.indexOf(b, ia + a.length());
+        if (ib < 0) {
+            return null;
+        }
+        return m.substring(ia + a.length(), ib);
+    }
+
+    private static String substringAfterPrefix(String m, String pref) {
+        int i = m.indexOf(pref);
+        if (i < 0) {
+            return null;
+        }
+        return m.substring(i + pref.length()).trim();
     }
 
     /**