feat: add pluginized member context profiling

admin/dashboard/templates/contacts_management.html

@@ -185,7 +185,10 @@
         <div class="group-members-section">
             <div class="section-title">
                 <h3>群成员列表</h3>
-                <el-input placeholder="搜索群成员..." v-model="groupMemberSearchQuery" class="group-search" clearable></el-input>
+                <div class="section-actions">
+                    <el-input placeholder="搜索群成员..." v-model="groupMemberSearchQuery" class="group-search" clearable></el-input>
+                    <el-button size="mini" type="success" @click="refreshCurrentGroupContexts">刷新本群摘要</el-button>
+                </div>
             </div>
             <el-table :data="filteredGroupMembers" style="width: 100%" v-loading="groupMembersLoading">
                 <el-table-column type="index" width="54"></el-table-column>
@@ -213,6 +216,15 @@
                 <el-table-column prop="latest_active_time" label="活跃时间">
                     <template slot-scope="scope">{% raw %}{{ scope.row.latest_active_time || '-' }}{% endraw %}</template>
                 </el-table-column>
+                <el-table-column prop="activity_level" label="互动强度" width="110"></el-table-column>
+                <el-table-column label="回复建议" min-width="220" show-overflow-tooltip>
+                    <template slot-scope="scope">{% raw %}{{ scope.row.response_style_hint || '-' }}{% endraw %}</template>
+                </el-table-column>
+                <el-table-column label="后台摘要" width="130" align="center">
+                    <template slot-scope="scope">
+                        <el-button size="mini" type="primary" plain @click="openMemberContextDialog(scope.row)">查看</el-button>
+                    </template>
+                </el-table-column>
             </el-table>
 
             <div class="pagination-container" v-if="groupMembersList.length > 10">
@@ -233,6 +245,51 @@
         </el-descriptions>
     </el-dialog>
 
+    <el-dialog title="成员交互摘要" :visible.sync="memberContextDialogVisible" width="52%">
+        <div v-loading="memberContextLoading">
+            <el-alert
+                title="该摘要仅供后台调优参考，不会在群内对用户显式展示。"
+                type="info"
+                :closable="false"
+                show-icon>
+            </el-alert>
+
+            <div class="member-context-toolbar">
+                <div class="member-context-title">
+                    <strong>{% raw %}{{ currentContextMember.name || currentContextMember.wxid || '成员' }}{% endraw %}</strong>
+                    <span>{% raw %}{{ currentContextMember.wxid || '' }}{% endraw %}</span>
+                </div>
+                <el-button size="mini" type="success" @click="refreshMemberContext">刷新摘要</el-button>
+            </div>
+
+            <el-descriptions :column="1" border v-if="memberContext">
+                <el-descriptions-item label="互动强度">{% raw %}{{ memberContext.activity_level || '-' }}{% endraw %}</el-descriptions-item>
+                <el-descriptions-item label="表达特征">{% raw %}{{ memberContext.message_pattern || '-' }}{% endraw %}</el-descriptions-item>
+                <el-descriptions-item label="互动风格">{% raw %}{{ memberContext.interaction_style || '-' }}{% endraw %}</el-descriptions-item>
+                <el-descriptions-item label="回复建议">{% raw %}{{ memberContext.response_style_hint || '-' }}{% endraw %}</el-descriptions-item>
+                <el-descriptions-item label="长期关注">
+                    <el-tag v-for="item in (memberContext.topics_of_interest || [])" :key="item" size="mini" class="context-tag">{% raw %}{{ item }}{% endraw %}</el-tag>
+                    <span v-if="!(memberContext.topics_of_interest || []).length">-</span>
+                </el-descriptions-item>
+                <el-descriptions-item label="近期话题">
+                    <el-tag v-for="item in (memberContext.recent_focus || [])" :key="item" size="mini" type="success" class="context-tag">{% raw %}{{ item }}{% endraw %}</el-tag>
+                    <span v-if="!(memberContext.recent_focus || []).length">-</span>
+                </el-descriptions-item>
+                <el-descriptions-item label="显著特征">
+                    <el-tag v-for="item in ((memberContext.meta || {}).engagement_traits || [])" :key="item" size="mini" type="warning" class="context-tag">{% raw %}{{ item }}{% endraw %}</el-tag>
+                    <span v-if="!(((memberContext.meta || {}).engagement_traits || []).length)">-</span>
+                </el-descriptions-item>
+                <el-descriptions-item label="回复避坑">
+                    <el-tag v-for="item in ((memberContext.meta || {}).reply_taboos || [])" :key="item" size="mini" type="danger" class="context-tag">{% raw %}{{ item }}{% endraw %}</el-tag>
+                    <span v-if="!(((memberContext.meta || {}).reply_taboos || []).length)">-</span>
+                </el-descriptions-item>
+                <el-descriptions-item label="摘要说明">{% raw %}{{ memberContext.summary_text || '-' }}{% endraw %}</el-descriptions-item>
+                <el-descriptions-item label="样本消息">{% raw %}{{ memberContext.source_message_count || 0 }}{% endraw %}</el-descriptions-item>
+                <el-descriptions-item label="最后更新">{% raw %}{{ memberContext.last_profiled_at || '-' }}{% endraw %}</el-descriptions-item>
+            </el-descriptions>
+        </div>
+    </el-dialog>
+
     <el-dialog title="公众号详情" :visible.sync="officialDetailDialogVisible" width="50%">
         <div class="detail-avatar-wrap">
             <el-avatar size="large" :src="getHeadImage(currentOfficial.wxid)" @error="() => true" class="detail-avatar">
@@ -323,6 +380,8 @@
                 publicDetailDialogVisible: false,
                 currentGroup: {}, currentUser: {}, currentOfficial: {}, currentPublic: {},
                 groupMembersList: [], groupMembersCurrentPage: 1, groupMembersPageSize: 10, groupMemberSearchQuery: '', groupMembersLoading: false,
+                memberContextDialogVisible: false, memberContextLoading: false, memberContext: null, currentContextMember: {},
+                memberContextEnabled: false,
                 chatDialogVisible: false, currentChatUser: null, messageInput: '', chatMessages: [],
                 linkDialogVisible: false,
                 linkForm: { url: '', title: '', description: '' }
@@ -386,12 +445,80 @@
                 axios.get(`/contacts/api/group_members/${roomid}`).then(response => {
                     if (response.data.success) {
                         const members = response.data.data.members;
-                        this.groupMembersList = members.map(item => ({ wxid: item.wxid, name: item.nick_name, display_name: item.display_name, status: item.status, latest_active_time: item.latest_active_time, small_head_img_url: item.small_head_img_url }));
+                        this.memberContextEnabled = !!response.data.data.member_context_enabled;
+                        this.groupMembersList = members.map(item => ({ wxid: item.wxid, name: item.nick_name, display_name: item.display_name, status: item.status, latest_active_time: item.latest_active_time, small_head_img_url: item.small_head_img_url, activity_level: item.activity_level, response_style_hint: item.response_style_hint, summary_text: item.summary_text, last_profiled_at: item.last_profiled_at }));
                     } else { this.$message.error('获取群成员失败'); }
                 }).catch(error => { console.error('加载群成员数据失败:', error); this.$message.error('加载群成员数据失败'); }).finally(() => { this.groupMembersLoading = false; });
             },
             handleGroupMembersSizeChange(size) { this.groupMembersPageSize = size; },
             handleGroupMembersCurrentChange(page) { this.groupMembersCurrentPage = page; },
+            refreshCurrentGroupContexts() {
+                if (!this.currentGroup.wxid) return;
+                if (!this.memberContextEnabled) {
+                    this.$message.warning('该群未启用成员交互摘要功能');
+                    return;
+                }
+                this.groupMembersLoading = true;
+                axios.post('/contacts/api/group_member_context/refresh', { roomid: this.currentGroup.wxid })
+                    .then(response => {
+                        if (response.data.success) {
+                            this.$message.success('本群成员交互摘要已刷新');
+                            this.loadGroupMembers(this.currentGroup.wxid);
+                        } else {
+                            this.$message.error('刷新本群成员交互摘要失败');
+                        }
+                    })
+                    .catch(error => {
+                        console.error('刷新本群成员交互摘要失败:', error);
+                        this.$message.error('刷新本群成员交互摘要失败');
+                    })
+                    .finally(() => { this.groupMembersLoading = false; });
+            },
+            openMemberContextDialog(member) {
+                if (!this.memberContextEnabled) {
+                    this.$message.warning('该群未启用成员交互摘要功能');
+                    return;
+                }
+                this.currentContextMember = member;
+                this.memberContextDialogVisible = true;
+                this.loadMemberContext();
+            },
+            loadMemberContext() {
+                if (!this.currentGroup.wxid || !this.currentContextMember.wxid) return;
+                this.memberContextLoading = true;
+                this.memberContext = null;
+                axios.get(`/contacts/api/group_member_context/${this.currentGroup.wxid}/${this.currentContextMember.wxid}`)
+                    .then(response => {
+                        if (response.data.success) {
+                            this.memberContext = response.data.data.context;
+                        } else {
+                            this.$message.error('加载成员交互摘要失败');
+                        }
+                    })
+                    .catch(error => {
+                        console.error('加载成员交互摘要失败:', error);
+                        this.$message.error('加载成员交互摘要失败');
+                    })
+                    .finally(() => { this.memberContextLoading = false; });
+            },
+            refreshMemberContext() {
+                if (!this.currentGroup.wxid || !this.currentContextMember.wxid) return;
+                this.memberContextLoading = true;
+                axios.post('/contacts/api/group_member_context/refresh', {
+                    roomid: this.currentGroup.wxid,
+                    wxid: this.currentContextMember.wxid
+                }).then(response => {
+                    if (response.data.success) {
+                        this.memberContext = response.data.data.context;
+                        this.$message.success('成员交互摘要已刷新');
+                    } else {
+                        this.$message.error('刷新成员交互摘要失败');
+                    }
+                }).catch(error => {
+                    console.error('刷新成员交互摘要失败:', error);
+                    this.$message.error('刷新成员交互摘要失败');
+                }).finally(() => { this.memberContextLoading = false; });
+            },
             openChatDialog(user) { this.currentChatUser = user; this.chatDialogVisible = true; this.chatMessages = []; },
             async sendTextMessage() {
                 if (!this.messageInput.trim()) return;
@@ -462,10 +589,16 @@
         margin: 20px 0 15px 0; border-bottom: 1px solid rgba(148,163,184,0.12); padding-bottom: 10px;
         display: flex; justify-content: space-between; align-items: center;
     }
+    .section-actions { display: flex; align-items: center; gap: 10px; }
     .section-title h3 { margin: 0; font-size: 18px; color: #0f172a; }
     .group-search { width: 220px; }
     .detail-avatar-wrap { text-align: center; margin-bottom: 20px; }
     .detail-avatar { width: 100px; height: 100px; }
+    .member-context-toolbar {
+        display: flex; align-items: center; justify-content: space-between; gap: 12px; margin: 16px 0;
+    }
+    .member-context-title { display: flex; flex-direction: column; gap: 4px; color: #475569; }
+    .context-tag { margin-right: 8px; margin-bottom: 8px; }
     .chat-container { display: flex; flex-direction: column; height: 500px; }
     .message-list {
         flex: 1; overflow-y: auto; padding: 20px; background: rgba(248,250,252,0.82); border: 1px solid rgba(148,163,184,0.12);