diff --git a/backend/script/sql/update/aihr_20260714_practice_brd_scenarios_mysql8.sql b/backend/script/sql/update/aihr_20260714_practice_brd_scenarios_mysql8.sql
index 95a91bb2..d8ed0f3f 100644
--- a/backend/script/sql/update/aihr_20260714_practice_brd_scenarios_mysql8.sql
+++ b/backend/script/sql/update/aihr_20260714_practice_brd_scenarios_mysql8.sql
@@ -1,5 +1,6 @@
 -- AIHR BRD 补充场景迁移（MySQL 8.x）
 -- 补齐 BRD 4.3.4 的服务推介与日常服务场景；不写入正式试点训练、校准或评审数据，可重复执行。
+-- 执行前先运行 aihr_20260714_practice_catalog_schema_mysql8.sql。
 
 INSERT INTO `aihr_practice_scenario`
   (`tenant_id`, `scenario_code`, `scenario_name`, `position`, `scenario_type`, `project_type`, `difficulty`,
diff --git a/backend/script/sql/update/aihr_20260714_practice_catalog_schema_mysql8.sql b/backend/script/sql/update/aihr_20260714_practice_catalog_schema_mysql8.sql
new file mode 100644
index 00000000..3e0d7ec3
--- /dev/null
+++ b/backend/script/sql/update/aihr_20260714_practice_catalog_schema_mysql8.sql
@@ -0,0 +1,66 @@
+-- AIHR 对练场景与 Rubric 基础表迁移（MySQL 8.x）
+-- 仅补齐旧库缺失的结构，不写入场景/Rubric业务数据；可重复执行。
+
+CREATE TABLE IF NOT EXISTS `aihr_practice_scenario` (
+  `id` bigint NOT NULL AUTO_INCREMENT COMMENT '主键',
+  `tenant_id` varchar(20) DEFAULT '000000' COMMENT '租户编号',
+  `scenario_code` varchar(80) NOT NULL COMMENT '场景编码',
+  `scenario_name` varchar(100) NOT NULL COMMENT '场景名称',
+  `position` varchar(80) NOT NULL COMMENT '岗位',
+  `scenario_type` varchar(50) NOT NULL COMMENT '场景类型',
+  `project_type` varchar(80) DEFAULT NULL COMMENT '项目类型',
+  `difficulty` tinyint DEFAULT 1 COMMENT '难度',
+  `customer_persona` varchar(500) DEFAULT NULL COMMENT '业主人设',
+  `opening_text` varchar(500) DEFAULT NULL COMMENT '开场白',
+  `explicit_need` varchar(300) DEFAULT NULL COMMENT '显性诉求',
+  `hidden_need` varchar(300) DEFAULT NULL COMMENT '隐性诉求',
+  `irritants` varchar(500) DEFAULT NULL COMMENT '雷点',
+  `delights` varchar(500) DEFAULT NULL COMMENT '爽点',
+  `sop_refs` varchar(500) DEFAULT NULL COMMENT 'SOP引用',
+  `success_criteria` varchar(500) DEFAULT NULL COMMENT '成功条件',
+  `strategy` varchar(500) DEFAULT NULL COMMENT '训练策略',
+  `goal` varchar(500) DEFAULT NULL COMMENT '训练目标',
+  `trainee_name` varchar(100) DEFAULT '张三' COMMENT '默认学员',
+  `trust_start` int DEFAULT 60 COMMENT '起始信任',
+  `trust_end` int DEFAULT 80 COMMENT '目标信任',
+  `rounds_json` text DEFAULT NULL COMMENT '回合seed JSON',
+  `enabled` tinyint DEFAULT 1 COMMENT '是否启用',
+  `sort_order` int DEFAULT 0 COMMENT '排序',
+  `create_time` datetime DEFAULT NULL COMMENT '创建时间',
+  `update_time` datetime DEFAULT NULL COMMENT '更新时间',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_aihr_practice_scenario` (`tenant_id`, `scenario_code`),
+  KEY `idx_aihr_practice_scenario_filter` (`tenant_id`, `position`, `scenario_type`, `enabled`, `sort_order`)
+) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci COMMENT='AI HR 对练场景';
+
+CREATE TABLE IF NOT EXISTS `aihr_practice_rubric` (
+  `id` bigint NOT NULL AUTO_INCREMENT COMMENT '主键',
+  `tenant_id` varchar(20) DEFAULT '000000' COMMENT '租户编号',
+  `rubric_code` varchar(100) NOT NULL COMMENT 'Rubric编码',
+  `scenario_code` varchar(80) NOT NULL COMMENT '场景编码',
+  `rubric_name` varchar(100) NOT NULL COMMENT 'Rubric名称',
+  `version` varchar(30) DEFAULT 'v1' COMMENT '版本',
+  `enabled` tinyint DEFAULT 1 COMMENT '是否启用',
+  `description` varchar(500) DEFAULT NULL COMMENT '说明',
+  `create_time` datetime DEFAULT NULL COMMENT '创建时间',
+  `update_time` datetime DEFAULT NULL COMMENT '更新时间',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_aihr_practice_rubric` (`tenant_id`, `rubric_code`),
+  KEY `idx_aihr_practice_rubric_scenario` (`tenant_id`, `scenario_code`, `enabled`)
+) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci COMMENT='AI HR 对练评分标准';
+
+CREATE TABLE IF NOT EXISTS `aihr_practice_rubric_dimension` (
+  `id` bigint NOT NULL AUTO_INCREMENT COMMENT '主键',
+  `tenant_id` varchar(20) DEFAULT '000000' COMMENT '租户编号',
+  `rubric_code` varchar(100) NOT NULL COMMENT 'Rubric编码',
+  `dimension_code` varchar(50) NOT NULL COMMENT '维度编码',
+  `dimension_name` varchar(50) NOT NULL COMMENT '维度名称',
+  `weight` decimal(5,2) NOT NULL COMMENT '权重',
+  `description` varchar(500) DEFAULT NULL COMMENT '评分说明',
+  `sort_order` int DEFAULT 0 COMMENT '排序',
+  `create_time` datetime DEFAULT NULL COMMENT '创建时间',
+  `update_time` datetime DEFAULT NULL COMMENT '更新时间',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_aihr_practice_rubric_dimension` (`tenant_id`, `rubric_code`, `dimension_code`),
+  KEY `idx_aihr_practice_rubric_dimension` (`tenant_id`, `rubric_code`, `sort_order`)
+) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci COMMENT='AI HR 对练评分维度';
diff --git a/docs/BRD_IMPLEMENTATION_AUDIT.md b/docs/BRD_IMPLEMENTATION_AUDIT.md
index 04d68b19..0f2aa58b 100644
--- a/docs/BRD_IMPLEMENTATION_AUDIT.md
+++ b/docs/BRD_IMPLEMENTATION_AUDIT.md
@@ -367,4 +367,5 @@
 - 2026-07-14 BRD 4.6 案例数量与媒体资产门禁：当前 `aihr_case_record` 只有 2 条“已入库”案例，严格预检要求至少 20 条；知识库中的案例类 PPT/文档附件不等同于已完成转写、整理、脱敏和人工入库的案例，暂不自动改写为“已入库”以避免伪造正式资产。案例页现有真实音频上传→ASR→整理→人工入库链路可继续采集，预渲染视频样片、学习点和主管点评仍需业务媒体字段/素材。
 - 2026-07-14 BRD 发布状态复核：本地 `HEAD=0a30fe70` 新增场景与住宅 SOP 的 reset/版本化迁移已在开发库验证，但尚未发布或在生产执行；线上 `wygj-aihr.service` 仍为 `active`，根站与 `/h5/` 返回 `200`，线上资源/后端仍对应上一发布批次。发布继续受两份用户未提交 Figma 文档和生产迁移执行窗口约束，未执行生产写入。
 - 2026-07-14 BRD 4.3.4 场景覆盖补齐：原生活顾问 12 条 seed 只有投诉、催费、报修、突发求助，缺少 BRD 明确要求的服务推介/增值与日常服务；现新增 `service-promotion-needs`、`daily-service-followup` 两条补充场景及五维 Rubric，保留原 12 条核心场景不变。提供幂等迁移 `aihr_20260714_practice_brd_scenarios_mysql8.sql` 和临时库回归脚本；该内容属于待业务复核的初始化素材，不等同于正式试点样本。
+- 2026-07-14 BRD 4.3.4 场景 schema 发布补齐：只读核验发现生产缺少 `aihr_practice_scenario`、`aihr_practice_rubric`、`aihr_practice_rubric_dimension` 三张表；现新增只建结构的 `aihr_20260714_practice_catalog_schema_mysql8.sql`，并让补充场景迁移显式依赖该基础迁移。未写入生产数据，正式发布仍需按顺序执行基础 schema、场景 seed 与 SOP seed 迁移。
 - 2026-07-14 BRD 4.7 住宅 SOP 内容补齐：原知识库只有 3 份已解析住宅 SOP；现新增增值服务需求识别、日常服务回访两份 SOP 及各 3 个检索片段，reset SQL 与版本化迁移同步，临时库连续执行两次保持幂等。严格门禁已从 `sop_docs=3/5` 推进到 `5/5`；案例库、正式组织身份和正式试点证据仍未完成。
diff --git a/scripts/demo-check.sh b/scripts/demo-check.sh
index b0629d3d..06ffcc62 100755
--- a/scripts/demo-check.sh
+++ b/scripts/demo-check.sh
@@ -533,6 +533,7 @@ contains mobile-uni/src/pages/user/learning/index.vue "mistakeFilters"
 contains mobile-uni/src/pages/user/profile/index.vue "AI训练综合分仅作训练参考"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java "aihr_practice_session"
 contains backend/script/sql/aihr_practice_mysql8.sql "aihr_practice_scenario"
+contains backend/script/sql/update/aihr_20260714_practice_catalog_schema_mysql8.sql "aihr_practice_rubric_dimension"
 contains backend/script/sql/update/aihr_20260714_practice_brd_scenarios_mysql8.sql "service-promotion-needs"
 contains backend/script/sql/update/aihr_20260714_practice_brd_scenarios_mysql8.sql "daily-service-followup"
 contains backend/script/sql/update/aihr_20260714_brd_sop_seed_mysql8.sql "sop_service_promotion_v1"
diff --git a/scripts/tests/aihr-practice-brd-scenarios.test.sh b/scripts/tests/aihr-practice-brd-scenarios.test.sh
index 949a16da..f3a5f458 100644
--- a/scripts/tests/aihr-practice-brd-scenarios.test.sh
+++ b/scripts/tests/aihr-practice-brd-scenarios.test.sh
@@ -20,6 +20,11 @@ cleanup() {
 trap cleanup EXIT
 
 mysql -e "CREATE DATABASE \`$DB\` CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci;"
+mysql "$DB" < "$ROOT_DIR/backend/script/sql/update/aihr_20260714_practice_catalog_schema_mysql8.sql"
+mysql "$DB" < "$ROOT_DIR/backend/script/sql/update/aihr_20260714_practice_catalog_schema_mysql8.sql"
+catalog_tables="$(mysql "$DB" -N -B -e "SELECT GROUP_CONCAT(table_name ORDER BY table_name) FROM information_schema.tables WHERE table_schema='$DB' AND table_name IN ('aihr_practice_rubric','aihr_practice_rubric_dimension','aihr_practice_scenario');")"
+test "$catalog_tables" = 'aihr_practice_rubric,aihr_practice_rubric_dimension,aihr_practice_scenario'
+
 mysql "$DB" < "$ROOT_DIR/backend/script/sql/aihr_practice_mysql8.sql"
 mysql "$DB" < "$ROOT_DIR/backend/script/sql/update/aihr_20260714_practice_brd_scenarios_mysql8.sql"
 mysql "$DB" < "$ROOT_DIR/backend/script/sql/update/aihr_20260714_practice_brd_scenarios_mysql8.sql"