diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrOrgSyncService.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrOrgSyncService.java
index ef190300..83c5d253 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrOrgSyncService.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrOrgSyncService.java
@@ -224,7 +224,7 @@ public class AihrOrgSyncService {
         try {
             return fetchSnapshot(baseUrl, token, req, resourceType, pageSize, maxPages);
         } catch (Exception e) {
-            String warning = "外部 " + resourceType + " 快照拉取失败，已用员工字段兜底: " + e.getMessage();
+            String warning = "外部 " + resourceType + " 快照拉取失败，已用员工字段兜底: " + AihrSensitiveText.forModel(e.getMessage());
             warnings.add(warning);
             log.warn(warning);
             return List.of();
@@ -286,7 +286,7 @@ public class AihrOrgSyncService {
             }
             return fetchedToken;
         } catch (Exception e) {
-            throw new IllegalStateException("外部组织同步令牌获取失败: " + e.getMessage(), e);
+            throw new IllegalStateException("外部组织同步令牌获取失败: " + AihrSensitiveText.forModel(e.getMessage()), e);
         }
     }
 
@@ -312,7 +312,7 @@ public class AihrOrgSyncService {
                 .build()
                 .send(builder.build(), HttpResponse.BodyHandlers.ofString(StandardCharsets.UTF_8));
             if (response.statusCode() < 200 || response.statusCode() >= 300) {
-                throw new IllegalStateException("HTTP " + response.statusCode() + ": " + truncate(response.body(), 200));
+                throw new IllegalStateException("HTTP " + response.statusCode() + "（外部响应体已隐藏）");
             }
             JsonNode root = objectMapper.readTree(response.body());
             if (root.has("success") && !root.path("success").asBoolean()) {
@@ -320,7 +320,7 @@ public class AihrOrgSyncService {
             }
             return root;
         } catch (Exception e) {
-            throw new IllegalStateException(e.getMessage(), e);
+            throw new IllegalStateException(AihrSensitiveText.forModel(e.getMessage()), e);
         }
     }
 
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
index f0839903..852f8d47 100644
--- 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
@@ -41,12 +41,15 @@ class AihrSensitiveTextTest {
         String sopSource = Files.readString(source("AihrSopSeedService.java"));
         String interviewSource = Files.readString(source("AihrInterviewService.java"));
         String speechSource = Files.readString(source("AihrSpeechService.java"));
+        String orgSyncSource = Files.readString(source("AihrOrgSyncService.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())"));
+        assertTrue(orgSyncSource.contains("外部响应体已隐藏"));
+        assertTrue(orgSyncSource.contains("AihrSensitiveText.forModel(e.getMessage())"));
     }
 
     private static Path source(String fileName) {
diff --git a/scripts/demo-check.sh b/scripts/demo-check.sh
index d89d002d..c54b573c 100755
--- a/scripts/demo-check.sh
+++ b/scripts/demo-check.sh
@@ -464,6 +464,7 @@ contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service
 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/service/AihrVideoService.java "AihrSensitiveText.forModel(fileName)"
+contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrOrgSyncService.java "外部响应体已隐藏"
 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"