diff --git a/packages/drawnix/src/plugins/freehand/freehand.generator.ts b/packages/drawnix/src/plugins/freehand/freehand.generator.ts
index 6ddc3e4..7442333 100644
--- a/packages/drawnix/src/plugins/freehand/freehand.generator.ts
+++ b/packages/drawnix/src/plugins/freehand/freehand.generator.ts
@@ -8,7 +8,7 @@ export class FreehandGenerator extends Generator<Freehand> {
   protected draw(element: Freehand): SVGGElement | undefined {
     const option: Options = { ...DefaultFreehand };
     const g = PlaitBoard.getRoughSVG(this.board).curve(
-      gaussianSmooth(element.points, 1, 9),
+      gaussianSmooth(element.points, 1, 3),
       option
     );
     setStrokeLinecap(g, 'round');
diff --git a/packages/drawnix/src/plugins/freehand/type.ts b/packages/drawnix/src/plugins/freehand/type.ts
index 50c3d74..60a43f7 100644
--- a/packages/drawnix/src/plugins/freehand/type.ts
+++ b/packages/drawnix/src/plugins/freehand/type.ts
@@ -3,7 +3,7 @@ import { PlaitCustomGeometry } from '@plait/draw';
 
 export const DefaultFreehand = {
   strokeColor: DEFAULT_COLOR,
-  strokeWidth: 4,
+  strokeWidth: 2,
 };
 
 export enum FreehandShape {
diff --git a/packages/drawnix/src/plugins/freehand/utils.ts b/packages/drawnix/src/plugins/freehand/utils.ts
index 8ec07fd..9c32806 100644
--- a/packages/drawnix/src/plugins/freehand/utils.ts
+++ b/packages/drawnix/src/plugins/freehand/utils.ts
@@ -74,32 +74,85 @@ export function gaussianWeight(x: number, sigma: number) {
   return Math.exp(-(x * x) / (2 * sigma * sigma));
 }
 
-export function gaussianSmooth(points: Point[], sigma: number, windowSize: number) {
+export function gaussianSmooth(
+  points: Point[],
+  sigma: number,
+  windowSize: number
+) {
   if (points.length < 2) return points;
 
   const halfWindow = Math.floor(windowSize / 2);
   const smoothedPoints: Point[] = [];
-  
+
+  // 方法1：端点镜像
+  function getMirroredPoint(idx: number): Point {
+    if (idx < 0) {
+      // 左端镜像
+      const mirrorIdx = -idx - 1;
+      if (mirrorIdx < points.length) {
+        // 以第一个点为中心的对称点
+        return [
+          2 * points[0][0] - points[mirrorIdx][0],
+          2 * points[0][1] - points[mirrorIdx][1],
+        ];
+      }
+    } else if (idx >= points.length) {
+      // 右端镜像
+      const mirrorIdx = 2 * points.length - idx - 1;
+      if (mirrorIdx >= 0) {
+        // 以最后一个点为中心的对称点
+        return [
+          2 * points[points.length - 1][0] - points[mirrorIdx][0],
+          2 * points[points.length - 1][1] - points[mirrorIdx][1],
+        ];
+      }
+    }
+    return points[idx];
+  }
+
+  // 方法2：自适应窗口
+  function getAdaptiveWindow(i: number): number {
+    // 端点处使用较小的窗口
+    const distToEdge = Math.min(i, points.length - 1 - i);
+    return Math.min(halfWindow, distToEdge + Math.floor(halfWindow / 2));
+  }
+
   for (let i = 0; i < points.length; i++) {
     let sumX = 0;
     let sumY = 0;
     let weightSum = 0;
 
-    for (let j = -halfWindow; j <= halfWindow; j++) {
+    // 对端点使用自适应窗口
+    const adaptiveWindow = getAdaptiveWindow(i);
+
+    for (let j = -adaptiveWindow; j <= adaptiveWindow; j++) {
       const idx = i + j;
-      if (idx >= 0 && idx < points.length) {
-        const weight = gaussianWeight(j, sigma);
-        sumX += points[idx][0] * weight;
-        sumY += points[idx][1] * weight;
-        weightSum += weight;
+      const point = getMirroredPoint(idx);
+
+      // 端点处使用渐变权重
+      let weight = gaussianWeight(j, sigma);
+
+      // 端点权重调整
+      if (i < halfWindow || i >= points.length - halfWindow) {
+        // 增加端点原始值的权重
+        const edgeFactor = 1 + 0.5 * (1 - Math.abs(j) / adaptiveWindow);
+        weight *= j === 0 ? edgeFactor : 1;
       }
+
+      sumX += point[0] * weight;
+      sumY += point[1] * weight;
+      weightSum += weight;
     }
 
-    smoothedPoints.push([
-      sumX / weightSum,
-      sumY / weightSum
-    ]);
+    // 端点处的特殊处理
+    if (i === 0 || i === points.length - 1) {
+      // 保持端点不变
+      smoothedPoints.push([points[i][0], points[i][1]]);
+    } else {
+      // 平滑中间点
+      smoothedPoints.push([sumX / weightSum, sumY / weightSum]);
+    }
   }
 
   return smoothedPoints;
-}
\ No newline at end of file
+}