diff --git a/application/admin/controller/shopro/commission/Agent.php b/application/admin/controller/shopro/commission/Agent.php
index ebfcb38..6b597f3 100644
--- a/application/admin/controller/shopro/commission/Agent.php
+++ b/application/admin/controller/shopro/commission/Agent.php
@@ -58,18 +58,43 @@ class Agent extends Common
         $last = intval($detail->last_self_order_time ?? 0);
         $days = \addons\shopro\service\partner\PartnerConfig::activeDays();
         $ago = $last ? intval(floor((time() - $last) / 86400)) : null;
-        $cash = \app\admin\model\shopro\partner\Reward::where('user_id', $id)
-            ->where('status', 1)
-            ->where('amount', '>', 0)
-            ->sum('amount');
+
+        $identityInfo = \addons\shopro\service\partner\IdentityService::build($detail);
+        $isPartner = !empty($identityInfo['is_partner']);
+        $detail->is_partner = $isPartner ? 1 : 0;
 
         $detail->next_push3_amount = number_format((float) $next, 2, '.', '');
         $detail->next_push3_text = '第 ' . ($seq + 1) . ' 单将返 ' . $detail->next_push3_amount;
         $detail->last_self_order_text = $last ? date('Y-m-d H:i:s', $last) : '从未下单';
-        $detail->active_status_text = !empty($detail->active_30d)
-            ? '正常领取'
-            : ('已暂停' . ($ago !== null ? '（距今 ' . $ago . ' 天）' : ''));
-        $detail->partner_cash_income = number_format((float) $cash, 2, '.', '');
+
+        // 业务核心规范：合伙股东仅是会员专属进阶身份，普通会员与品酒师免自购考核
+        if (!$isPartner) {
+            $detail->active_status_text = '免自购考核 (基础会员/品酒师)';
+        } else {
+            $detail->active_status_text = !empty($detail->active_30d)
+                ? '正常领取'
+                : ('已暂停' . ($ago !== null ? '（距今 ' . $ago . ' 天）' : ''));
+        }
+
+        $totalCash = \app\admin\model\shopro\partner\Reward::where('user_id', $id)
+            ->where('status', 1)
+            ->where('amount', '>', 0)
+            ->sum('amount');
+        $push3Cash = \app\admin\model\shopro\partner\Reward::where('user_id', $id)
+            ->where('status', 1)
+            ->where('amount', '>', 0)
+            ->where('reward_type', 'push3')
+            ->sum('amount');
+        $partnerExclusiveCash = \app\admin\model\shopro\partner\Reward::where('user_id', $id)
+            ->where('status', 1)
+            ->where('amount', '>', 0)
+            ->where('reward_type', '<>', 'push3')
+            ->sum('amount');
+
+        $detail->income_total_cash = number_format((float) $totalCash, 2, '.', '');
+        $detail->push3_cash_income = number_format((float) $push3Cash, 2, '.', '');
+        $detail->partner_exclusive_cash = number_format((float) $partnerExclusiveCash, 2, '.', '');
+        $detail->partner_cash_income = $detail->income_total_cash;
         $detail->partner_mode = \addons\shopro\service\partner\PartnerConfig::isPartnerMode() ? 1 : 0;
         $rate = (new \addons\shopro\service\partner\RateService())->currentRate();
         $detail->madow_value = \addons\shopro\service\partner\IdentityService::formatMoney((float) ($detail->madow ?? 0) * (float) $rate);
diff --git a/application/admin/view/shopro/commission/agent/detail.html b/application/admin/view/shopro/commission/agent/detail.html
index df6643b..554ff03 100644
--- a/application/admin/view/shopro/commission/agent/detail.html
+++ b/application/admin/view/shopro/commission/agent/detail.html
@@ -202,7 +202,10 @@
                                 : state.data.user_id
                                 }}
                             </div>
-                            <el-form size="small" label-position="right" label-width="76px">
+                            <el-form size="small" label-position="right" label-width="116px" style="margin-top: 12px;">
+                                <div style="font-weight: 600; font-size: 13px; color: var(--sa-title); margin: 8px 0 12px; padding-bottom: 4px; border-bottom: 1px solid var(--sa-border);">
+                                    基础分销信息
+                                </div>
                                 <el-form-item label="分销商状态:">
                                     <el-dropdown popper-class="agent-popover" trigger="click" @command="onChangeStatus">
                                         <span class="status" :style="{
@@ -217,8 +220,8 @@
                                             {if $auth->check('shopro/commission/agent/edit')}
                                             <el-dropdown-menu>
                                                 <el-dropdown-item class="status" :style="{
-                                      color: value.color,
-                                    }" v-for="(value, key) in statusStyle" :key="key" :command="key">{{ value.label }}
+                                       color: value.color,
+                                     }" v-for="(value, key) in statusStyle" :key="key" :command="key">{{ value.label }}
                                                 </el-dropdown-item>
                                             </el-dropdown-menu>
                                             {/if}
@@ -228,7 +231,7 @@
                                 <el-form-item label="分销等级:">
                                     <template v-if="state.data.level_info">
                                         <div>{{ state.data.level_info.name }}</div>
-                                        <div>(等级{{ state.data.level_info.level }})</div>
+                                        <div class="ml-1" style="color: var(--sa-subfont);">(等级{{ state.data.level_info.level }})</div>
                                     </template>
                                     <template v-if="!state.data.level_info">
                                         {{ state.data.level }}
@@ -254,8 +257,10 @@
                                     <el-button class="ml-2" type="primary" link @click="onChangeParentUser">更换
                                     </el-button>
                                 </el-form-item>
-                                <el-form-item v-if="state.data.partner_mode" label="佣金比例:">
-                                    <div class="tip">已切换为合伙股东固定金额，旧百分比不再生效。</div>
+                                <el-form-item v-if="state.data.partner_mode" label="佣金规则:">
+                                    <div class="tip" style="color: var(--sa-subfont); line-height: 1.4;">
+                                        已切换为收益中心固定金额规则，旧百分比不再生效。
+                                    </div>
                                 </el-form-item>
                                 <el-form-item v-else label="佣金比例:">
                                     <div class="commission-item">
@@ -289,45 +294,87 @@
                                         </div>
                                     </div>
                                 </el-form-item>
-                                <el-form-item label="允许升级:">
+                                <el-form-item label="允许自动升级:">
                                     {if $auth->check('shopro/commission/agent/edit')}
                                     <el-switch v-model="state.data.upgrade_lock" :active-value="0" :inactive-value="1"
                                         @change="state.data.user_id?onEdit({upgrade_lock: state.data.upgrade_lock}): ''">
                                     </el-switch>
                                     {/if}
                                 </el-form-item>
-                                <el-form-item label="酒道馆:">
-                                    {{ state.data.is_venue ? '是' : '否' }}
+                                <el-form-item label="直推奖(推三返一):">
+                                    <div>第 {{ state.data.direct_order_seq || 0 }} 单，{{ state.data.next_push3_text || '' }}</div>
                                 </el-form-item>
-                                <el-form-item label="区县代理:">
-                                    {{ state.data.is_county ? '是' : '否' }}{{ state.data.county_code ? '（' + state.data.county_code + '）' : '' }}
+                                <el-form-item label="累计直推开拓奖:">
+                                    <div>{{ state.data.push3_cash_income || '0.00' }} 元</div>
                                 </el-form-item>
-                                <el-form-item>
+
+                                <div style="font-weight: 600; font-size: 13px; color: var(--sa-title); margin: 16px 0 10px; padding-bottom: 4px; border-bottom: 1px solid var(--sa-border);" class="sa-flex sa-row-between">
+                                    <span>合伙股东身份（会员进阶身份）</span>
                                     {if $auth->check('shopro/commission/agent/edit')}
-                                    <el-button type="primary" @click="onOpenIdentity">开通 / 调整身份</el-button>
+                                    <el-button type="primary" size="small" link @click="onOpenIdentity">开通 / 调整身份</el-button>
                                     {/if}
-                                </el-form-item>
-                                <el-form-item label="身份组合:">
-                                    {{ state.data.identity_text || '-' }}
-                                </el-form-item>
-                                <el-form-item label="活跃状态:">
-                                    {{ state.data.active_status_text || (state.data.active_30d ? '正常领取' : '已暂停') }}
-                                </el-form-item>
-                                <el-form-item label="直推序号:">
-                                    第 {{ state.data.direct_order_seq || 0 }} 单，{{ state.data.next_push3_text || '' }}
-                                </el-form-item>
-                                <el-form-item label="最近自购:">
-                                    {{ state.data.last_self_order_text || '从未下单' }}
-                                </el-form-item>
-                                <el-form-item label="马豆:">
-                                    {{ state.data.madow || 0 }}（约合 ¥{{ state.data.madow_value || '0.00' }}）
-                                </el-form-item>
-                                <el-form-item label="兑换券:">
-                                    总额 {{ state.data.voucher_total || 0 }} / 已释放 {{ state.data.voucher_released || 0 }} /
-                                    已使用 {{ state.data.voucher_used || 0 }} / 可用 {{ state.data.voucher_available || 0 }}
-                                </el-form-item>
-                                <el-form-item label="累计合伙股东现金:">
-                                    {{ state.data.partner_cash_income || '0.00' }}
+                                </div>
+
+                                <template v-if="state.data.is_partner">
+                                    <el-form-item label="合伙股东身份:">
+                                        <el-tag type="warning" effect="dark" size="small">{{ state.data.identity_text }}</el-tag>
+                                    </el-form-item>
+                                    <el-form-item label="酒道馆:">
+                                        <el-tag size="small" :type="state.data.is_venue ? 'success' : 'info'">
+                                            {{ state.data.is_venue ? '已开通' : '未开通' }}
+                                        </el-tag>
+                                    </el-form-item>
+                                    <el-form-item label="区县代理:">
+                                        <el-tag size="small" :type="state.data.is_county ? 'warning' : 'info'">
+                                            {{ state.data.is_county ? '已开通' + (state.data.county_code ? ' (' + state.data.county_code + ')' : '') : '未开通' }}
+                                        </el-tag>
+                                    </el-form-item>
+                                    <el-form-item label="30天自购考核:">
+                                        <span v-if="state.data.active_30d" style="color: #52c41a; font-weight: 500;">
+                                            🟢 正常领取
+                                        </span>
+                                        <span v-else style="color: #f56c6c; font-weight: 500;">
+                                            🔴 {{ state.data.active_status_text || '已超期暂停' }}
+                                        </span>
+                                    </el-form-item>
+                                    <el-form-item label="最近自购时间:">
+                                        {{ state.data.last_self_order_text || '从未下单' }}
+                                    </el-form-item>
+                                    <el-form-item label="进阶团队分润:">
+                                        <strong>{{ state.data.partner_exclusive_cash || '0.00' }}</strong> 元
+                                    </el-form-item>
+                                    <el-form-item label="每日贡献马豆:">
+                                        {{ state.data.madow || 0 }}（约合 ¥{{ state.data.madow_value || '0.00' }}）
+                                    </el-form-item>
+                                    <el-form-item label="消费补贴兑换券:">
+                                        总额 {{ state.data.voucher_total || 0 }} / 已释放 {{ state.data.voucher_released || 0 }} /
+                                        已使用 {{ state.data.voucher_used || 0 }} / 可用 {{ state.data.voucher_available || 0 }}
+                                    </el-form-item>
+                                </template>
+
+                                <template v-else>
+                                    <el-form-item label="进阶身份:">
+                                        <el-tag type="info" effect="plain" size="small">基础会员 · 品酒师（暂未开通合伙股东）</el-tag>
+                                    </el-form-item>
+                                    <div style="font-size: 12px; color: var(--sa-subfont); line-height: 1.6; background: #f8fafc; border: 1px dashed var(--sa-border); border-radius: 4px; padding: 8px 12px; margin: 4px 0 10px;">
+                                        💡 <strong>「合伙股东」是会员专属进阶身份</strong>：当会员升级创客(V1~V6)或开通酒道馆、区县代理时自动附加合伙股东身份标签，并享有团队分润与平台日结分红。当前会员为基础会员，享有推三返一，<strong>免自购考核</strong>。
+                                    </div>
+                                    <el-form-item label="自购考核要求:">
+                                        <el-tag size="small" type="info">免自购考核 (基础会员/品酒师)</el-tag>
+                                    </el-form-item>
+                                    <el-form-item label="合伙股东权益:">
+                                        <span style="color: var(--sa-subfont);">晋升创客或开通馆/县后即可享有团队奖、极差奖与马豆分红</span>
+                                    </el-form-item>
+                                </template>
+
+                                <div style="font-weight: 600; font-size: 13px; color: var(--sa-title); margin: 16px 0 10px; padding-bottom: 4px; border-bottom: 1px solid var(--sa-border);">
+                                    收益中心资产汇总
+                                </div>
+                                <el-form-item label="收益中心累计现金:">
+                                    <span style="font-size: 16px; font-weight: 600; color: #f56c6c;">
+                                        {{ state.data.income_total_cash || state.data.partner_cash_income || '0.00' }}
+                                    </span>
+                                    <span class="ml-1" style="font-size: 12px; color: var(--sa-subfont);">元</span>
                                 </el-form-item>
                                 <el-form-item>
                                     <el-button type="primary" link
diff --git a/application/admin/view/shopro/commission/agent/index.html b/application/admin/view/shopro/commission/agent/index.html
index 5e2efeb..3eee224 100644
--- a/application/admin/view/shopro/commission/agent/index.html
+++ b/application/admin/view/shopro/commission/agent/index.html
@@ -68,10 +68,15 @@
                 </el-table-column>
                 <el-table-column label="30日活跃" min-width="100">
                     <template #default="scope">
-                        <span class="sa-flex sa-col-center">
-                            <i class="active-dot" :class="scope.row.active_30d ? 'is-on' : 'is-off'"></i>
-                            {{ scope.row.active_30d ? '有自购' : '已暂停' }}
-                        </span>
+                        <template v-if="scope.row.is_partner">
+                            <span class="sa-flex sa-col-center">
+                                <i class="active-dot" :class="scope.row.active_30d ? 'is-on' : 'is-off'"></i>
+                                {{ scope.row.active_30d ? '有自购' : '已暂停' }}
+                            </span>
+                        </template>
+                        <template v-else>
+                            <span class="sa-color--info" style="font-size:12px">免考核</span>
+                        </template>
                     </template>
                 </el-table-column>
                 <el-table-column label="马豆" min-width="130">
diff --git a/tests/verify_agent_partner_identity_spec.js b/tests/verify_agent_partner_identity_spec.js
new file mode 100644
index 0000000..6504e3d
--- /dev/null
+++ b/tests/verify_agent_partner_identity_spec.js
@@ -0,0 +1,54 @@
+const fs = require('fs');
+const path = require('path');
+
+let passed = 0;
+let failed = 0;
+
+function assert(condition, testName, detail = '') {
+    if (condition) {
+        console.log(` [PASS] ${testName}`);
+        passed++;
+    } else {
+        console.error(` [FAIL] ${testName} - ${detail}`);
+        failed++;
+    }
+}
+
+console.log("========================================================");
+console.log("  合伙股东身份明确化 & 详情页避免误导管理员 规范测试");
+console.log("========================================================\n");
+
+// 1. 验证后端 Agent.php 控制器逻辑
+const agentPhpPath = path.resolve(__dirname, '../application/admin/controller/shopro/commission/Agent.php');
+assert(fs.existsSync(agentPhpPath), 'Agent.php 文件存在');
+const agentPhpContent = fs.readFileSync(agentPhpPath, 'utf-8');
+
+assert(agentPhpContent.includes("IdentityService::build($detail)"), 'Agent.php 中调用 IdentityService::build 识别会员身份');
+assert(agentPhpContent.includes('免自购考核'), 'Agent.php 中对非合伙股东会员明确赋值免自购考核状态文案');
+assert(agentPhpContent.includes('$detail->is_partner ='), 'Agent.php 中返回 is_partner 属性供前端区分展示');
+assert(agentPhpContent.includes('income_total_cash') || agentPhpContent.includes('total_reward_cash'), 'Agent.php 中提供清晰规范的收益中心累计现金字段');
+
+// 2. 验证前端 detail.html 视图模板
+const agentDetailPath = path.resolve(__dirname, '../application/admin/view/shopro/commission/agent/detail.html');
+assert(fs.existsSync(agentDetailPath), 'agent/detail.html 文件存在');
+const agentDetailContent = fs.readFileSync(agentDetailPath, 'utf-8');
+
+assert(!agentDetailContent.includes('已切换为合伙股东固定金额'), 'detail.html 移除误导性文案“已切换为合伙股东固定金额”');
+assert(agentDetailContent.includes('已切换为收益中心固定金额规则'), 'detail.html 规范为“已切换为收益中心固定金额规则”');
+assert(agentDetailContent.includes('state.data.is_partner'), 'detail.html 包含合伙股东进阶身份的分支条件判断 (is_partner)');
+assert(agentDetailContent.includes('免自购考核'), 'detail.html 包含对非合伙股东免自购考核的清晰呈现');
+assert(!agentDetailContent.includes('<el-form-item label="累计合伙股东现金:">'), 'detail.html 不再将所有会员现金收益笼统称为“累计合伙股东现金”');
+assert(agentDetailContent.includes('收益中心累计现金'), 'detail.html 采用规范的“收益中心累计现金”标签');
+
+// 3. 验证列表页 index.html 视图模板
+const agentIndexPath = path.resolve(__dirname, '../application/admin/view/shopro/commission/agent/index.html');
+assert(fs.existsSync(agentIndexPath), 'agent/index.html 文件存在');
+const agentIndexContent = fs.readFileSync(agentIndexPath, 'utf-8');
+
+assert(agentIndexContent.includes('is_partner') && agentIndexContent.includes('免考核'), 'agent/index.html 30日活跃列对非合伙股东显示免考核而非误报已暂停');
+
+console.log("\n--------------------------------------------------------");
+console.log(`测试执行结果: 通过 ${passed} 项, 失败 ${failed} 项`);
+console.log("========================================================");
+
+process.exit(failed === 0 ? 0 : 1);