diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5593a23..109f81f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,14 @@
 # Changelog
 
+## [1.5.7] - 2026-06-20
+- **调用栈容错增强**:
+  - `Error` 方法现在支持通过 `extra` 参数传入 `callStacks` 字段，自动合并到结构化的 `CallStacks` 字段中，避免外部调用栈信息丢失。
+- **模块路径兼容**:
+  - 新增 `isLogPkgFile` 辅助函数，统一处理本地路径 (`.../log/file.go`) 和 Go module 版本路径 (`.../log@v1.5.6/file.go`) 的文件匹配，确保在 module proxy 场景下调用栈过滤同样精准。
+
+## [1.5.6] - 2026-06-20
+- **基础设施对齐**: 内部依赖统一升级至 v1.5.x 语义版本。
+
 ## [1.5.5] - 2026-06-05
 - **规范化: Warning 日志行为对齐**:
   - ** Convention 对齐**: 移除了 `Warning` 级别日志自动附带堆栈信息（`CallStacks`）的逻辑。
diff --git a/logger.go b/logger.go
index 92a0df8..9c9804c 100644
--- a/logger.go
+++ b/logger.go
@@ -282,6 +282,13 @@ func (logger *Logger) Error(message string, extra ...any) {
 		logger.FillError(entry, message)
 		if len(extra) > 0 {
 			cast.FillMap(&entry.Extra, extra)
+			// Merge extra callStacks into the structured CallStacks field
+			if stacks, ok := entry.Extra["callStacks"]; ok {
+				if s, ok := stacks.([]string); ok && len(s) > 0 {
+					entry.CallStacks = append(s, entry.CallStacks...)
+				}
+				delete(entry.Extra, "callStacks")
+			}
 		}
 		logger.Log(entry)
 	}
diff --git a/utility.go b/utility.go
index 4aaee9e..52fed7a 100644
--- a/utility.go
+++ b/utility.go
@@ -52,6 +52,15 @@ func fixField(s string) string {
 	return strings.ToLower(s)
 }
 
+// isLogPkgFile checks whether a runtime.Caller file path belongs to the log
+// package's internal implementation files. It handles both local paths
+// (.../log/file.go) and Go module paths with version suffixes
+// (.../log@v1.5.6/file.go).
+func isLogPkgFile(file, name string) bool {
+	return strings.HasSuffix(file, "/log/"+name) ||
+		(strings.Contains(file, "/log@") && strings.HasSuffix(file, "/"+name))
+}
+
 // getCallStacks 获取调用栈
 func getCallStacks(truncations []string) []string {
 	callStacks := make([]string, 0)
@@ -65,12 +74,12 @@ func getCallStacks(truncations []string) []string {
 			continue
 		}
 		// 只有在 logger.go, extra.go 等核心实现文件中的帧才被认为是 "inLogger"
-		// 这样可以保留测试文件 (xxx_test.go) 的调用栈
-		isLogInternal := (strings.Contains(file, "/log/logger.go") ||
-			strings.Contains(file, "/log/utility.go") ||
-			strings.Contains(file, "/log/standard.go") ||
-			strings.Contains(file, "/log/default_logger.go") ||
-			strings.Contains(file, "/log/extra.go"))
+		// 兼容本地路径 (.../log/file.go) 和 module 路径 (.../log@v1.5.6/file.go)
+		isLogInternal := isLogPkgFile(file, "logger.go") ||
+			isLogPkgFile(file, "utility.go") ||
+			isLogPkgFile(file, "standard.go") ||
+			isLogPkgFile(file, "default_logger.go") ||
+			isLogPkgFile(file, "extra.go")
 
 		if isLogInternal {
 			if inLogger {