diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrCaseService.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrCaseService.java
index 6b0e1c19..8acb612f 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrCaseService.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrCaseService.java
@@ -524,15 +524,7 @@ public class AihrCaseService {
     }
 
     private static String maskSensitiveText(String text) {
-        if (text == null || text.isBlank()) {
-            return clean(text);
-        }
-        String masked = text;
-        masked = masked.replaceAll("(?<!\\d)(1[3-9]\\d{2})\\d{3}(\\d{4})(?!\\d)", "$1****$2");
-        masked = masked.replaceAll("(?<!\\d)(\\d{1,2})(栋|幢|号楼|单元)(\\d{3,4})(?!\\d)", "$1$2****");
-        masked = masked.replaceAll("(?<!\\d)(\\d{1,2})[-－](\\d{3,4})(?!\\d)", "$1-****");
-        masked = masked.replaceAll("([\\u4e00-\\u9fa5])([\\u4e00-\\u9fa5])(先生|女士|经理)", "$1*$3");
-        return clean(masked);
+        return clean(AihrSensitiveText.forModel(text));
     }
 
     private record CaseState(
diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrInterviewService.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrInterviewService.java
index f8c91e3e..48bd68a5 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrInterviewService.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrInterviewService.java
@@ -369,7 +369,7 @@ public class AihrInterviewService {
             履历摘要：%s
             关注风险：%s
             岗位能力：%s
-            """.formatted(candidate.name(), candidate.position(), candidate.project(), candidate.experience(), candidate.risk(), String.join("、", candidate.capabilities()));
+            """.formatted(AihrSensitiveText.personName(candidate.name(), "候选人"), candidate.position(), candidate.project(), candidate.experience(), candidate.risk(), String.join("、", candidate.capabilities()));
         return modelService.tryChat(system, user, 0.25).flatMap(this::parseQuestions);
     }
 
@@ -388,7 +388,7 @@ public class AihrInterviewService {
             岗位能力：%s
             问答记录：
             %s
-            """.formatted(session.candidate().name(), session.candidate().position(), String.join("、", session.candidate().capabilities()), renderAnswers(session));
+            """.formatted(AihrSensitiveText.personName(session.candidate().name(), "候选人"), session.candidate().position(), String.join("、", session.candidate().capabilities()), renderAnswers(session));
         return modelService.tryChat(system, user, 0.0).flatMap(this::parseScore);
     }
 
diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrModelSeedService.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrModelSeedService.java
index 85b5bf36..bf3ae285 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrModelSeedService.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrModelSeedService.java
@@ -385,11 +385,13 @@ public class AihrModelSeedService {
         ArrayNode messages = body.putArray("messages");
         ObjectNode system = messages.addObject();
         system.put("role", "system");
-        system.put("content", isBlank(systemPrompt) ? "你是物业 AI 人力资源系统助手，回答要适合物业一线使用，简洁、可执行。" : systemPrompt);
+        system.put("content", AihrSensitiveText.forModel(isBlank(systemPrompt)
+            ? "你是物业 AI 人力资源系统助手，回答要适合物业一线使用，简洁、可执行。"
+            : systemPrompt));
 
         ObjectNode user = messages.addObject();
         user.put("role", "user");
-        user.put("content", prompt);
+        user.put("content", AihrSensitiveText.forModel(prompt));
 
         HttpRequest.Builder builder = HttpRequest.newBuilder()
             .uri(URI.create(normalizeBaseUrl(runtime.baseUrl()) + "/chat/completions"))
diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java
index 375117e5..080639a7 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java
@@ -2957,15 +2957,7 @@ public class AihrPracticeSeedService {
     }
 
     private String maskSensitiveText(String text) {
-        if (text == null || text.isBlank()) {
-            return text;
-        }
-        String masked = text;
-        masked = masked.replaceAll("(?<!\\d)(1[3-9]\\d{2})\\d{3}(\\d{4})(?!\\d)", "$1****$2");
-        masked = masked.replaceAll("(?<!\\d)(\\d{1,2})(栋|幢|号楼|单元)(\\d{3,4})(?!\\d)", "$1$2****");
-        masked = masked.replaceAll("(?<!\\d)(\\d{1,2})[-－](\\d{3,4})(?!\\d)", "$1-****");
-        masked = masked.replaceAll("([\\u4e00-\\u9fa5])([\\u4e00-\\u9fa5])(先生|女士|经理)", "$1*$3");
-        return masked;
+        return AihrSensitiveText.forModel(text);
     }
 
     private Integer scoreValue(List<DimensionResponse> scores, String label) {
diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSensitiveText.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSensitiveText.java
new file mode 100644
index 00000000..86ced46f
--- /dev/null
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSensitiveText.java
@@ -0,0 +1,38 @@
+package org.dromara.aihr.service;
+
+import java.util.regex.Pattern;
+
+/**
+ * 发送到外部 AI 模型前的最小文本脱敏规则。
+ *
+ * <p>这不是正式的数据分类引擎；它只负责拦截当前一期已知的手机号、邮箱、房号和带称谓姓名，
+ * 避免“入库已脱敏、出境仍是原文”的边界漏洞。正式试点仍需配套供应商留存、审计和删除合同。</p>
+ */
+final class AihrSensitiveText {
+
+    // 保持案例服务既有展示口径：手机号保留前 4 位和后 4 位，中间统一遮蔽。
+    private static final Pattern PHONE = Pattern.compile("(?<!\\d)(1[3-9]\\d{2})\\d{3}(\\d{4})(?!\\d)");
+    private static final Pattern EMAIL = Pattern.compile("(?i)(?<![\\w.+-])[\\w.+-]+@[\\w-]+(?:\\.[\\w-]+)+(?![\\w.-])");
+    private static final Pattern ROOM = Pattern.compile("(?<!\\d)(\\d{1,2})(栋|幢|号楼|单元)(\\d{3,4})(?!\\d)");
+    private static final Pattern ROOM_SHORT = Pattern.compile("(?<!\\d)(\\d{1,2})[-－](\\d{3,4})(?!\\d)");
+    private static final Pattern HONORIFIC_NAME = Pattern.compile("([\\u4e00-\\u9fa5])([\\u4e00-\\u9fa5])(先生|女士|经理)");
+
+    private AihrSensitiveText() {
+    }
+
+    static String forModel(String text) {
+        if (text == null || text.isBlank()) {
+            return text;
+        }
+        String masked = PHONE.matcher(text).replaceAll("$1****$2");
+        masked = EMAIL.matcher(masked).replaceAll("[邮箱已脱敏]");
+        masked = ROOM.matcher(masked).replaceAll("$1$2****");
+        masked = ROOM_SHORT.matcher(masked).replaceAll("$1-****");
+        return HONORIFIC_NAME.matcher(masked).replaceAll("$1*$3");
+    }
+
+    /** 已知的结构化姓名字段不应仅依赖称谓正则，直接用匿名角色替换。 */
+    static String personName(String name, String roleLabel) {
+        return name == null || name.isBlank() ? "" : "匿名" + roleLabel;
+    }
+}
diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSopSeedService.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSopSeedService.java
index 51d482c9..649fdc99 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSopSeedService.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSopSeedService.java
@@ -246,8 +246,8 @@ public class AihrSopSeedService {
                   update_time = VALUES(update_time)
                 """,
                 tenantId(),
-                truncate(queryText, 1000),
-                queryNorm,
+                truncate(AihrSensitiveText.forModel(queryText), 1000),
+                normalizeFeedbackQuery(AihrSensitiveText.forModel(queryText)),
                 fragmentId,
                 verdict,
                 firstNonBlank(request.category(), "sop"),
@@ -812,14 +812,14 @@ public class AihrSopSeedService {
         ArrayNode messages = body.putArray("messages");
         ObjectNode system = messages.addObject();
         system.put("role", "system");
-        system.put("content", "你是物业资料管理员。只返回 JSON，不要 markdown。字段固定为 category, summary, tags, reason。tags 为 3 到 6 个短标签。");
+        system.put("content", AihrSensitiveText.forModel("你是物业资料管理员。只返回 JSON，不要 markdown。字段固定为 category, summary, tags, reason。tags 为 3 到 6 个短标签。"));
 
         String categoryRule = autoCategory
             ? "根据资料内容选择最合适的已有分类；如果明显不属于已有分类，可给出一个不超过 12 个字的新分类。"
             : "分类必须保持为：" + manualCategory + "。只生成摘要、标签和归类理由。";
         ObjectNode user = messages.addObject();
         user.put("role", "user");
-        user.put("content", """
+        user.put("content", AihrSensitiveText.forModel("""
             已有分类：
             %s
 
@@ -828,7 +828,7 @@ public class AihrSopSeedService {
             文件名：%s
             正文摘录：
             %s
-            """.formatted(categoryOptionsText(), categoryRule, fileName, truncate(content, 6000)));
+            """.formatted(categoryOptionsText(), categoryRule, fileName, truncate(content, 6000))));
 
         HttpRequest.Builder builder = HttpRequest.newBuilder()
             .uri(URI.create(normalizeBaseUrl(runtime.baseUrl()) + "/chat/completions"))
@@ -1635,7 +1635,7 @@ public class AihrSopSeedService {
         ObjectNode body = objectMapper.createObjectNode();
         body.put("model", runtime.modelName());
         ArrayNode input = body.putArray("input");
-        fragments.forEach(input::add);
+        fragments.stream().map(AihrSensitiveText::forModel).forEach(input::add);
 
         HttpRequest.Builder builder = HttpRequest.newBuilder()
             .uri(URI.create(normalizeBaseUrl(runtime.baseUrl()) + "/embeddings"))
@@ -1751,11 +1751,11 @@ public class AihrSopSeedService {
         try {
             ObjectNode body = objectMapper.createObjectNode();
             body.put("model", runtime.get().modelName());
-            body.put("query", queryText);
+            body.put("query", AihrSensitiveText.forModel(queryText));
             body.put("top_n", hits.size());
             body.put("return_documents", false);
             ArrayNode documents = body.putArray("documents");
-            hits.forEach(hit -> documents.add(truncate(hit.content(), 2000)));
+            hits.forEach(hit -> documents.add(AihrSensitiveText.forModel(truncate(hit.content(), 2000))));
 
             HttpRequest httpRequest = HttpRequest.newBuilder()
                 .uri(URI.create(normalizeBaseUrl(runtime.get().baseUrl()) + "/rerank"))
@@ -1820,7 +1820,7 @@ public class AihrSopSeedService {
                 VALUES (?, ?, ?, ?, ?, '待补充', ?)
                 """,
                 tenantId(),
-                queryText.trim(),
+                AihrSensitiveText.forModel(queryText.trim()),
                 firstNonBlank(category, "sop"),
                 firstNonBlank(position, "生活顾问"),
                 normalizeSearchSource(source),
@@ -1864,10 +1864,10 @@ public class AihrSopSeedService {
                     VALUES (?, ?, ?, ?, ?, ?, ?, ?, '待评审', ?, ?)
                     """, Statement.RETURN_GENERATED_KEYS);
                 ps.setString(1, tenantId());
-                ps.setString(2, truncate(response.queryText(), 1000));
+                ps.setString(2, truncate(AihrSensitiveText.forModel(response.queryText()), 1000));
                 ps.setString(3, firstNonBlank(response.category(), "sop"));
-                ps.setString(4, truncate(response.answer(), 2000));
-                ps.setString(5, truncate(response.reference(), 1000));
+                ps.setString(4, truncate(AihrSensitiveText.forModel(response.answer()), 2000));
+                ps.setString(5, truncate(AihrSensitiveText.forModel(response.reference()), 1000));
                 ps.setInt(6, response.snippets() == null ? 0 : response.snippets().size());
                 ps.setString(7, normalizeSearchSource(source));
                 ps.setString(8, firstNonBlank(response.promptVersion(), "unknown"));
@@ -2418,11 +2418,11 @@ public class AihrSopSeedService {
         ArrayNode messages = body.putArray("messages");
         ObjectNode system = messages.addObject();
         system.put("role", "system");
-        system.put("content", prompt.systemPrompt());
+        system.put("content", AihrSensitiveText.forModel(prompt.systemPrompt()));
 
         ObjectNode user = messages.addObject();
         user.put("role", "user");
-        user.put("content", renderPrompt(prompt.template(), queryText, context));
+        user.put("content", AihrSensitiveText.forModel(renderPrompt(prompt.template(), queryText, context)));
 
         HttpRequest.Builder builder = HttpRequest.newBuilder()
             .uri(URI.create(normalizeBaseUrl(runtime.baseUrl()) + "/chat/completions"))
@@ -2494,12 +2494,12 @@ public class AihrSopSeedService {
 
         ObjectNode user = messages.addObject();
         user.put("role", "user");
-        user.put("content", """
+        user.put("content", AihrSensitiveText.forModel("""
             员工的问题：%s
 
             检索命中的知识片段：
             %s
-            """.formatted(queryText, context));
+            """.formatted(queryText, context)));
 
         HttpRequest.Builder builder = HttpRequest.newBuilder()
             .uri(URI.create(normalizeBaseUrl(runtime.baseUrl()) + "/chat/completions"))
diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSpeechService.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSpeechService.java
index 4ec1ade3..34f2f87a 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSpeechService.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSpeechService.java
@@ -83,7 +83,7 @@ public class AihrSpeechService {
         try {
             ObjectNode body = objectMapper.createObjectNode();
             body.put("model", runtime.modelName());
-            body.put("input", text.trim());
+            body.put("input", AihrSensitiveText.forModel(text.trim()));
             body.put("voice", resolveVoice(runtime.modelName(), voice));
             body.put("response_format", "mp3");
             HttpRequest httpRequest = authorized(runtime, "/audio/speech")
diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/test/java/org/dromara/aihr/service/AihrSensitiveTextTest.java b/backend/ruoyi-modules/ruoyi-aihr/src/test/java/org/dromara/aihr/service/AihrSensitiveTextTest.java
new file mode 100644
index 00000000..f0839903
--- /dev/null
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/test/java/org/dromara/aihr/service/AihrSensitiveTextTest.java
@@ -0,0 +1,58 @@
+package org.dromara.aihr.service;
+
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.Tag;
+
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+@Tag("dev")
+class AihrSensitiveTextTest {
+
+    @Test
+    void masksKnownPiiBeforeExternalModelUse() {
+        String raw = "请联系张三先生，电话13812345678，邮箱zhangsan@example.com，住3栋1201和2-302。";
+
+        String masked = AihrSensitiveText.forModel(raw);
+
+        assertFalse(masked.contains("13812345678"));
+        assertFalse(masked.contains("zhangsan@example.com"));
+        assertFalse(masked.contains("3栋1201"));
+        assertFalse(masked.contains("2-302"));
+        assertTrue(masked.contains("1381****5678"));
+        assertTrue(masked.contains("[邮箱已脱敏]"));
+        assertTrue(masked.contains("3栋****"));
+        assertTrue(masked.contains("2-****"));
+        assertTrue(masked.contains("张*先生"));
+    }
+
+    @Test
+    void masksStructuredPersonNamesWithoutGuessingFreeTextNames() {
+        assertTrue(AihrSensitiveText.personName("张三", "候选人").equals("匿名候选人"));
+        assertTrue(AihrSensitiveText.personName("", "候选人").isEmpty());
+    }
+
+    @Test
+    void allTextModelBoundariesUseTheSanitizer() throws Exception {
+        String modelSource = Files.readString(source("AihrModelSeedService.java"));
+        String sopSource = Files.readString(source("AihrSopSeedService.java"));
+        String interviewSource = Files.readString(source("AihrInterviewService.java"));
+        String speechSource = Files.readString(source("AihrSpeechService.java"));
+
+        assertTrue(modelSource.contains("AihrSensitiveText.forModel(prompt)"));
+        assertTrue(sopSource.contains("AihrSensitiveText.forModel(renderPrompt(prompt.template(), queryText, context))"));
+        assertTrue(sopSource.contains("AihrSensitiveText.forModel(\"\"\""));
+        assertTrue(interviewSource.contains("AihrSensitiveText.personName(candidate.name(), \"候选人\")"));
+        assertTrue(speechSource.contains("AihrSensitiveText.forModel(text.trim())"));
+    }
+
+    private static Path source(String fileName) {
+        Path direct = Path.of("src/main/java/org/dromara/aihr/service", fileName);
+        return Files.exists(direct)
+            ? direct
+            : Path.of("ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service", fileName);
+    }
+}
diff --git a/docs/BRD_IMPLEMENTATION_AUDIT.md b/docs/BRD_IMPLEMENTATION_AUDIT.md
index 1358f233..8e8c9e8d 100644
--- a/docs/BRD_IMPLEMENTATION_AUDIT.md
+++ b/docs/BRD_IMPLEMENTATION_AUDIT.md
@@ -114,3 +114,4 @@
 - 2026-07-14 只读发布前复核：生产根站点、`/h5/`、租户列表和员工首页 API 均返回 200；当前本地提交 `8105413d` 的管理端主资源 `index-BWnisJoz.js` 与后端 jar 尚未与生产资源/hash 对齐，H5 仍与生产 `index-D4-NrEpb.js` 一致。本轮未发布、未修改生产数据；后续若发布管理端 OCR 状态修正或后端批次，必须重新执行备份、资源 hash、服务状态和浏览器回归。
 - 2026-07-14 线上资源复核更新：生产管理端仍加载 `index-CJZ3Ax3Z.js`（SHA-256 `8b9278a26ccb760abce489b12a20b221748c64d4c4153613d2511777bb9677bc`），当前本地管理端构建加载 `index-CIgkCgjC.js`（SHA-256 `f0e9bca71dc2ee484745f0d4058079c54f493cf0be51bfe279f1da64dd62dcfd`）；两者不一致。生产主资源已包含既有“提示词模板”能力，但不能据此证明本地最新成长激励/资料处理修复已上线。
 - 2026-07-14 07:30 只读发布预检：当前本地提交 `9832caa4` 的管理端构建加载 `index-Cz1rtpOj.js`（SHA-256 `558392609617377b8327918c411887fc6766d1e545e0a703e2fc3dbaaa1d1a66`），生产仍加载 `index-CJZ3Ax3Z.js`（SHA-256 `8b9278a26ccb760abce489b12a20b221748c64d4c4153613d2511777bb9677bc`）；生产根站点和租户接口均返回 200。本次只读核对，未发布；最新主管权限与评级语义修复尚未在线上生效。
+- 2026-07-14 BRD G3/G6 外发文本复核：发现对练、面试调用的共享 LLM 边界和 SOP 总结卡独立直连路径此前把原始文本直接放进外部模型请求；新增 `AihrSensitiveText`，在模型请求体写出前统一遮蔽手机号、邮箱、房号和带称谓姓名，结构化候选人姓名改为匿名角色，TTS 文本也走同一规则，并补源码契约/规则测试。案例转写入库前已有文本脱敏，但 ASR 接收的是音频本体、视觉 OCR 接收的是图片本体，无法在本地转写/识别前可靠遮蔽语音或图片中的 PII；正式试点仍需供应商不留存/合规合同或本地语音/视觉模型、审计与删除证明，不能把文本脱敏说成完整 G3/G6 通过。
diff --git a/scripts/demo-check.sh b/scripts/demo-check.sh
index a05b6e6d..41a4e8f3 100755
--- a/scripts/demo-check.sh
+++ b/scripts/demo-check.sh
@@ -459,6 +459,10 @@ contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/control
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSopSeedService.java "仅支持 txt/md/markdown/pdf/doc/docx/xls/xlsx/ppt/pptx/图片文件"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSopSeedService.java "/embeddings"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSopSeedService.java "aihr_knowledge_gap"
+contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSensitiveText.java "外部 AI 模型前"
+contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrModelSeedService.java "AihrSensitiveText.forModel(prompt)"
+contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSopSeedService.java "AihrSensitiveText.forModel(renderPrompt"
+contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrSpeechService.java "AihrSensitiveText.forModel(text.trim())"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/controller/AihrCaseController.java "仅项目负责人或主管可提交案例素材"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrCaseService.java "position_level IN ('主管', '项目经理')"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrCaseService.java "media_oss_id"