diff --git a/README.md b/README.md
index 0bab08e3..94d97a00 100644
--- a/README.md
+++ b/README.md
@@ -296,6 +296,14 @@ PS: **ARM平台** 请使用全量版 同时 **如果你的机器 RAM < 1G 可能
 
 ## 更新
 
+### 2022/11/19
+
+* 修改优化帮助图片生成逻辑
+
+### 2022/11/18
+
+* poetry添加适配器依赖，更新支持py3.10 [@pull/1176](https://github.com/HibiKier/zhenxun_bot/pull/1176)
+
 ### 2022/11/13
 
 * 更新天气api
diff --git a/basic_plugins/help/data_source.py b/basic_plugins/help/data_source.py
index 69d0149c..3876531e 100755
--- a/basic_plugins/help/data_source.py
+++ b/basic_plugins/help/data_source.py
@@ -1,3 +1,4 @@
+from .utils import group_image, build_help_image
 from utils.image_utils import BuildImage
 from configs.path_config import IMAGE_PATH
 from utils.manager import (
@@ -6,14 +7,11 @@ from utils.manager import (
     plugins_manager,
     group_manager,
 )
-from typing import Optional
+from typing import Optional, List, Tuple
 from services.log import logger
 from pathlib import Path
 from utils.utils import get_matchers
-import random
-import asyncio
 import nonebot
-import os
 
 
 random_bk_path = IMAGE_PATH / "background" / "help" / "simple_help"
@@ -30,12 +28,10 @@ async def create_help_img(
     :param help_image: 图片路径
     :param simple_help_image: 简易帮助图片路径
     """
-    return await asyncio.get_event_loop().run_in_executor(
-        None, _create_help_img, group_id, help_image, simple_help_image
-    )
+    return await _create_help_img(group_id, help_image, simple_help_image)
 
 
-def _create_help_img(
+async def _create_help_img(
     group_id: Optional[int], help_image: Path, simple_help_image: Path
 ):
     """
@@ -257,23 +253,8 @@ def _create_help_img(
         if img.h > height:
             height = img.h
         width += img.w + 10
-    B = BuildImage(width + 100, height + 250, font_size=24)
-    width, _ = get_max_width_or_paste(simple_help_img_list, B)
-    width = width if width > 870 else 870
-    bk = None
-    random_bk = os.listdir(random_bk_path)
-    if random_bk:
-        bk = random.choice(random_bk)
-    x = max(width + 50, height + 250)
-    B = BuildImage(
-        x,
-        x,
-        font_size=24,
-        color="#FFEFD5",
-        background=random_bk_path / bk,
-    )
-    B.filter("GaussianBlur", 10)
-    _, B = get_max_width_or_paste(simple_help_img_list, B, True)
+    image_group, h = group_image(simple_help_img_list)
+    B = await build_help_image(image_group, h)
     w = 10
     h = 10
     for msg in ["目前支持的功能列表:", "可以通过 ‘帮助[功能名称]’ 来获取对应功能的使用方法", "或者使用 ‘详细帮助’ 来获取所有功能方法"]:
@@ -304,8 +285,8 @@ def _create_help_img(
 
 
 def get_max_width_or_paste(
-    simple_help_img_list: list, B: BuildImage = None, is_paste: bool = False
-) -> "int, BuildImage":
+    simple_help_img_list: List[BuildImage], B: BuildImage = None, is_paste: bool = False
+) -> Tuple[int, BuildImage]:
     """
     获取最大宽度，或直接贴图
     :param simple_help_img_list: 简单帮助图片列表
diff --git a/basic_plugins/help/utils.py b/basic_plugins/help/utils.py
new file mode 100644
index 00000000..989756f4
--- /dev/null
+++ b/basic_plugins/help/utils.py
@@ -0,0 +1,105 @@
+from typing import List, Tuple
+from configs.path_config import IMAGE_PATH
+from utils.image_utils import BuildImage
+import os
+import random
+
+
+background_path = IMAGE_PATH / "background" / "help" / "simple_help"
+
+
+async def build_help_image(image_group: List[List[BuildImage]], h: int):
+    bk = None
+    random_bk = os.listdir(background_path)
+    if random_bk:
+        bk = random.choice(random_bk)
+    A = BuildImage(
+        h,
+        h,
+        font_size=24,
+        color="#FFEFD5",
+        background=(background_path / bk) if bk else None,
+    )
+    curr_w = 50
+    for ig in image_group:
+        curr_h = 180
+        for img in ig:
+            await A.apaste(img, (curr_w, curr_h), True)
+            curr_h += img.h + 10
+        curr_w += max([x.w for x in ig]) + 30
+    return A
+
+
+def group_image(image_list: List[BuildImage]) -> Tuple[List[List[BuildImage]], int]:
+    """
+    说明:
+        根据图片大小进行分组
+    参数:
+        :param image_list: 排序图片列表
+    """
+    image_list.sort(key=lambda x: x.h, reverse=True)
+    max_image = max(image_list, key=lambda x: x.h)
+
+    image_list.remove(max_image)
+    max_h = max_image.h
+    total_w = 0
+
+    # 图片分组
+    image_group = [[max_image]]
+    is_use = []
+    surplus_list = image_list[:]
+
+    for image in image_list:
+        if image.uid not in is_use:
+            group = [image]
+            is_use.append(image.uid)
+            curr_h = image.h
+            while True:
+                surplus_list = [x for x in surplus_list if x.uid not in is_use]
+                for tmp in surplus_list:
+                    temp_h = curr_h + tmp.h + 10
+                    if temp_h < max_h or abs(max_h - temp_h) < 100:
+                        curr_h += tmp.h + 15
+                        is_use.append(tmp.uid)
+                        group.append(tmp)
+                        break
+                else:
+                    break
+            total_w += max([x.w for x in group]) + 15
+            image_group.append(group)
+    while surplus_list:
+        surplus_list = [x for x in surplus_list if x.uid not in is_use]
+        if not surplus_list:
+            break
+        surplus_list.sort(key=lambda x: x.h, reverse=True)
+        for img in surplus_list:
+            if img.uid not in is_use:
+                _w = 0
+                index = -1
+                for i, ig in enumerate(image_group):
+                    if s := sum([x.h for x in ig]) > _w:
+                        _w = s
+                        index = i
+                if index != -1:
+                    image_group[index].append(img)
+                    is_use.append(img.uid)
+    max_h = 0
+    max_w = 0
+    for i, ig in enumerate(image_group):
+        if (_h := sum([x.h + 15 for x in ig])) > max_h:
+            max_h = _h
+        max_w += max([x.w for x in ig]) + 30
+    is_use.clear()
+    while abs(max_h - max_w) > 200 and len(image_group) - 1 >= len(image_group[-1]):
+        for img in image_group[-1]:
+            _min_h = 0
+            _min_index = -1
+            for i, ig in enumerate(image_group):
+                if i not in is_use and (_h := sum([x.h for x in ig]) + img.h) > _min_h:
+                    _min_h = _h
+                    _min_index = i
+            is_use.append(_min_index)
+            image_group[_min_index].append(img)
+        max_w -= max([x.w for x in image_group[-1]])
+        image_group.pop(-1)
+    return image_group, max(max_h + 250, max_w + 70)
diff --git a/utils/image_utils.py b/utils/image_utils.py
index 89d73147..1b0d3ca7 100755
--- a/utils/image_utils.py
+++ b/utils/image_utils.py
@@ -2,11 +2,12 @@ import asyncio
 import base64
 import random
 import re
+import time
 from io import BytesIO
 from math import ceil
 from pathlib import Path
 from typing import List, Literal, Optional, Tuple, Union
-
+import uuid
 import cv2
 import imagehash
 from configs.path_config import FONT_PATH, IMAGE_PATH
@@ -180,6 +181,7 @@ class BuildImage:
         self.paste_image_height = int(paste_image_height)
         self._current_w = 0
         self._current_h = 0
+        self.uid = uuid.uuid1()
         self.font = ImageFont.truetype(str(FONT_PATH / font), int(font_size))
         if not plain_text and not color:
             color = (255, 255, 255)