diff --git a/agent/memory/service.py b/agent/memory/service.py
index 6456e296..567a1f5f 100644
--- a/agent/memory/service.py
+++ b/agent/memory/service.py
@@ -134,6 +134,8 @@ class MemoryService:
             else:
                 return {"action": action, "code": 400, "message": f"unknown action: {action}", "payload": None}
 
+        except ValueError as e:
+            return {"action": action, "code": 403, "message": "invalid filename", "payload": None}
         except FileNotFoundError as e:
             return {"action": action, "code": 404, "message": str(e), "payload": None}
         except Exception as e:
@@ -145,14 +147,26 @@ class MemoryService:
     # ------------------------------------------------------------------
     def _resolve_path(self, filename: str) -> str:
         """
-        Resolve a filename to its absolute path.
+        Safely resolve a filename to its absolute path within the allowed directory.
 
         - ``MEMORY.md`` → ``{workspace_root}/MEMORY.md``
         - ``2026-02-20.md`` → ``{workspace_root}/memory/2026-02-20.md``
+
+        Raises ValueError if the resolved path escapes the allowed directory
+        (path traversal protection).
         """
         if filename == "MEMORY.md":
-            return os.path.join(self.workspace_root, filename)
-        return os.path.join(self.memory_dir, filename)
+            base_dir = self.workspace_root
+        else:
+            base_dir = self.memory_dir
+
+        resolved = os.path.realpath(os.path.join(base_dir, filename))
+        allowed = os.path.realpath(base_dir)
+
+        if resolved != allowed and not resolved.startswith(allowed + os.sep):
+            raise ValueError(f"Invalid filename: path traversal detected")
+
+        return resolved
 
     @staticmethod
     def _file_info(path: str, filename: str, file_type: str) -> dict:
diff --git a/channel/web/web_channel.py b/channel/web/web_channel.py
index c19fdd63..e23c5e32 100644
--- a/channel/web/web_channel.py
+++ b/channel/web/web_channel.py
@@ -1365,6 +1365,8 @@ class MemoryContentHandler:
             service = MemoryService(workspace_root)
             result = service.get_content(params.filename)
             return json.dumps({"status": "success", **result}, ensure_ascii=False)
+        except ValueError:
+            return json.dumps({"status": "error", "message": "invalid filename"})
         except FileNotFoundError:
             return json.dumps({"status": "error", "message": "file not found"})
         except Exception as e:
diff --git a/docs/releases/v2.0.5.mdx b/docs/releases/v2.0.5.mdx
index 6c6f29d0..5983056b 100644
--- a/docs/releases/v2.0.5.mdx
+++ b/docs/releases/v2.0.5.mdx
@@ -68,12 +68,15 @@ Thanks [@WecomTeam](https://github.com/WecomTeam)
 ## 🐛 其他优化与修复
 
 - **DeepSeek 独立模块**：新增独立的 DeepSeek Bot 模块，支持 `deepseek_api_key` 专属配置，无需再通过 OpenAI 兼容方式接入（[#2719](https://github.com/zhayujie/chatgpt-on-wechat/pull/2719)）。Thanks [@6vision](https://github.com/6vision)
-- **Web 控制台斜杠菜单**：输入框输入 `/` 弹出指令快捷菜单（[#2731](https://github.com/zhayujie/chatgpt-on-wechat/pull/2731)）。Thanks [@zkjqd](https://github.com/zkjqd)
+- **Web 控制台优化**：新增斜杠指令菜单和输入历史回溯，新增模型选项，优化移动端适配（[#2731](https://github.com/zhayujie/chatgpt-on-wechat/pull/2731)）。Thanks [@zkjqd](https://github.com/zkjqd)
 - **上下文丢失**：修复上下文裁剪后丢失的问题 ([393f0c0](https://github.com/zhayujie/chatgpt-on-wechat/commit/393f0c0))
 - **系统提示词**：修复系统提示词未在每轮重建的问题 ([13f5fde](https://github.com/zhayujie/chatgpt-on-wechat/commit/13f5fde))
+- **Agent 响应**：去除 Agent 响应首尾空白字符 ([f890318](https://github.com/zhayujie/chatgpt-on-wechat/commit/f890318))
+- **视觉压缩**：优化视觉图片压缩策略 ([22b8ca0](https://github.com/zhayujie/chatgpt-on-wechat/commit/22b8ca0))
 - **Gemini 模型**：修复 GoogleGeminiBot 缺少 model 属性的问题（[#2716](https://github.com/zhayujie/chatgpt-on-wechat/pull/2716)）。Thanks [@cowagent](https://github.com/cowagent)
-- **微信通道**：修复文件发送失败、文件名丢失等问题 ([6d9b7ba](https://github.com/zhayujie/chatgpt-on-wechat/commit/6d9b7ba)、[45faa9c](https://github.com/zhayujie/chatgpt-on-wechat/commit/45faa9c))
+- **微信通道**：修复文件发送失败、文件名丢失等问题 ([6d9b7ba](https://github.com/zhayujie/chatgpt-on-wechat/commit/6d9b7ba)、[baf66a1](https://github.com/zhayujie/chatgpt-on-wechat/commit/baf66a1)、[45faa9c](https://github.com/zhayujie/chatgpt-on-wechat/commit/45faa9c))
 - **Docker 优化**：修复卷权限问题，精简镜像体积 ([3eb8348](https://github.com/zhayujie/chatgpt-on-wechat/commit/3eb8348)、[4470d4c](https://github.com/zhayujie/chatgpt-on-wechat/commit/4470d4c))
+- **README 排版**：优化中英文排版空格（[#2723](https://github.com/zhayujie/chatgpt-on-wechat/pull/2723)）。Thanks [@Xiaozhou345](https://github.com/Xiaozhou345)
 
 ## 📦 升级方式
 
diff --git a/plugins/cow_cli/cow_cli.py b/plugins/cow_cli/cow_cli.py
index 993df4c0..27e653ef 100644
--- a/plugins/cow_cli/cow_cli.py
+++ b/plugins/cow_cli/cow_cli.py
@@ -599,7 +599,7 @@ class CowCliPlugin(Plugin):
         page = min(page, total_pages)
         installed = set(load_skills_config().keys())
 
-        lines = [f"🌐 技能广场 (共 {total} 个技能)", ""]
+        lines = ["🌐 技能广场", ""]
         for s in skills:
             name = s.get("name", "")
             display = s.get("display_name", "") or name