diff --git a/.gitea/checker/comparator.py b/.gitea/checker/comparator.py
index b5faeaa..a38d8da 100644
--- a/.gitea/checker/comparator.py
+++ b/.gitea/checker/comparator.py
@@ -31,6 +31,7 @@ class ParameterChange:
     required: Optional[bool] = None
     old_required: Optional[bool] = None
     detail: Optional[str] = None
+    description: Optional[str] = None
 
     def to_markdown_line(self, *, plain: bool = False) -> str:
         """
@@ -46,7 +47,8 @@ class ParameterChange:
                 if req_required
                 else '<font color="comment">可选</font>'
             )
-            return f'> `{self.param_type}` **{self.param_name}** · {tag}'
+            desc = f"  <font color=\"comment\">{self.description}</font>" if self.description else ""
+            return f'> `{self.param_type}` **{self.param_name}** · {tag}{desc}'
 
         if self.change_type == ChangeType.REMOVED:
             return (
@@ -59,9 +61,10 @@ class ParameterChange:
                 if req_required
                 else '<font color="comment">可选</font>'
             )
+            desc = f"  <font color=\"comment\">{self.description}</font>" if self.description else ""
             return (
                 f'<font color="info">【新增】</font> '
-                f'`{self.param_type}` **{self.param_name}** · {tag}'
+                f'`{self.param_type}` **{self.param_name}** · {tag}{desc}'
             )
         if self.change_type == ChangeType.RENAMED:
             return (
@@ -209,6 +212,7 @@ def compare_parameters(
                     param_name=param.name,
                     param_type=param.type,
                     required=param.required,
+                    description=param.description,
                 )
             )
 
@@ -365,6 +369,7 @@ def compare_endpoints(
                             param_name=p.name,
                             param_type=p.type,
                             required=p.required,
+                            description=p.description,
                         )
                         for p in ep.parameters
                     ],
diff --git a/.gitea/checker/controller_ast_parser.py b/.gitea/checker/controller_ast_parser.py
index ba76cc1..47d46f4 100644
--- a/.gitea/checker/controller_ast_parser.py
+++ b/.gitea/checker/controller_ast_parser.py
@@ -233,6 +233,27 @@ def _param_required(param: FormalParameter) -> bool:
     return not _has_ann(param, "Nullable")
 
 
+def _param_description(param: FormalParameter) -> Optional[str]:
+    """提取参数描述，优先 Swagger 注解，其次 @RequestParam 的 value。"""
+    # 1. Swagger @ApiParam
+    ann = _find_ann(param, "ApiParam")
+    if ann:
+        desc = _ann_string(ann, "value", "name")
+        if desc:
+            return desc
+
+    # 2. Swagger @ApiImplicitParam（方法级注解，较少见，暂不实现）
+
+    # 3. Fallback: @RequestParam 的 value 作为描述提示
+    ann = _find_ann(param, "RequestParam")
+    if ann:
+        val = _ann_string(ann, "value", "name")
+        if val and val != param.name:
+            return val
+
+    return None
+
+
 class ControllerAstParser:
     """
     基于 javalang 的 Controller 解析器。
@@ -325,12 +346,14 @@ class ControllerAstParser:
         if _has_ann(param, "RequestBody"):
             return self._expand_dto(type_name, "body")
 
+        desc = _param_description(param)
         return [
             ApiParameter(
                 name=name,
                 type=type_name,
                 required=_param_required(param),
                 source=_param_source(param),
+                description=desc,
             )
         ]
 
@@ -361,12 +384,19 @@ class ControllerAstParser:
                 if "static" in (field.modifiers or []):
                     continue
                 for decl in field.declarators:
+                    # 尝试提取 @ApiModelProperty 的描述
+                    desc = None
+                    api_model_ann = _find_ann(field, "ApiModelProperty")
+                    if api_model_ann:
+                        desc = _ann_string(api_model_ann, "value")
+
                     fields.append(
                         ApiParameter(
                             name=decl.name,
                             type=_type_to_str(field.type),
                             required=not _has_ann(field, "Nullable"),
                             source=source,
+                            description=desc,
                         )
                     )
 
diff --git a/.gitea/checker/notifier.py b/.gitea/checker/notifier.py
index 3f3ad33..178843e 100644
--- a/.gitea/checker/notifier.py
+++ b/.gitea/checker/notifier.py
@@ -327,8 +327,8 @@ def send_parameter_change_notification(
     if changed_reports:
         # 构建参数变更通知（只包含参数变更报告）
         parts: List[str] = []
-        parts.append("# API参数变更通知")
-        parts.append(f"- **修改人：** {push_user if push_user.startswith('@') else '@' + push_user}")
+        parts.append("# 【API参数变更通知】")
+        parts.append(f"- **修改人：** {push_user}")
         parts.append(f"- **修改时间：** {push_time}")
         parts.append("")
         for report in changed_reports:
diff --git a/ftb/src/main/java/ftb/test/controller/CultureClockInController.java b/ftb/src/main/java/ftb/test/controller/CultureClockInController.java
index 75a7395..32b3952 100644
--- a/ftb/src/main/java/ftb/test/controller/CultureClockInController.java
+++ b/ftb/src/main/java/ftb/test/controller/CultureClockInController.java
@@ -132,7 +132,7 @@ public class CultureClockInController {
      * @return jnpf.base.ActionResult<jnpf.model.culture.vo.RecordListVo>
      */
     @GetMapping(value = "/dynamic1")
-    public ActionResult<RecordListVo> getRecordList(@RequestParam(value = "cursorDate", required = false) Boolean cursorDate,
+    public ActionResult<RecordListVo> getRecordList(@RequestParam(value = "cursorDate1", required = false) Boolean cursorDate,
                                                     @RequestParam(value = "limitNum", required = false, defaultValue = "10") Integer limitNum) {
 
         limitNum = Math.max(10, Math.min(limitNum, 30));