diff --git a/docker/docker_plugin_test.py b/docker/docker_plugin_test.py
index fad12684..3cd6747d 100644
--- a/docker/docker_plugin_test.py
+++ b/docker/docker_plugin_test.py
@@ -251,8 +251,10 @@ async def run(self):
         # 创建插件测试项目
         await self.create_poetry_project()
         if self._create:
-            await self.show_package_info()
-            await self.show_plugin_dependencies()
+            await asyncio.gather(
+                self.show_package_info(),
+                self.show_plugin_dependencies(),
+            )
             await self.run_poetry_project()
 
         metadata = {}
@@ -278,8 +280,14 @@ async def run(self):
         return self._run, self._lines_output
 
     async def command(self, cmd: str, timeout: int = 300) -> tuple[bool, str, str]:
-        """
-        执行命令
+        """执行命令
+
+        Args:
+            cmd (str): 命令
+            timeout (int, optional): 超时限制. Defaults to 300.
+
+        Returns:
+            tuple[bool, str, str]: 命令执行返回值，标准输出，标准错误
         """
         try:
             proc = await create_subprocess_shell(
@@ -299,6 +307,7 @@ async def command(self, cmd: str, timeout: int = 300) -> tuple[bool, str, str]:
         return not code, stdout.decode(), stderr.decode()
 
     async def create_poetry_project(self):
+        """创建 poetry 项目用来测试插件"""
         if not self.path.exists():
             self.path.mkdir()
 
@@ -321,6 +330,7 @@ async def create_poetry_project(self):
             self._create = True
 
     async def show_package_info(self) -> None:
+        """获取插件的版本与插件信息"""
         if self.path.exists():
             code, stdout, stderr = await self.command(
                 f"poetry show {self.project_link}"
@@ -337,6 +347,7 @@ async def show_package_info(self) -> None:
                 self._log_output(f"插件 {self.project_link} 信息获取失败。")
 
     async def run_poetry_project(self) -> None:
+        """运行插件"""
         if self.path.exists():
             # 默认使用 fake 驱动
             with open(self.path / ".env", "w", encoding="utf8") as f:
@@ -377,6 +388,7 @@ async def run_poetry_project(self) -> None:
                 self._log_output(f"    {i}")
 
     async def show_plugin_dependencies(self) -> None:
+        """获取插件的依赖"""
         if self.path.exists():
             code, stdout, stderr = await self.command("poetry export --without-hashes")
 
@@ -414,9 +426,15 @@ def _get_plugin_module_name(self, require: str) -> str | None:
 
 
 def main():
-    plugin = PluginTest(
-        os.environ.get("PLUGIN_INFO", ""), os.environ.get("PLUGIN_CONFIG", None)
-    )
+    """
+    根据传入的环境变量 PLUGIN_INFO 和 PLUGIN_CONFIG 进行测试
+
+    PLUGIN_INFO 即为该插件的键
+    """
+
+    plugin_info = os.environ.get("PLUGIN_INFO", "")
+    plugin_config = os.environ.get("PLUGIN_CONFIG", None)
+    plugin = PluginTest(plugin_info, plugin_config)
 
     asyncio.run(plugin.run())
 
diff --git a/src/plugins/publish/__init__.py b/src/plugins/publish/__init__.py
index 3c549bc8..f7fd4154 100644
--- a/src/plugins/publish/__init__.py
+++ b/src/plugins/publish/__init__.py
@@ -27,8 +27,6 @@
 from .utils import (
     process_pr_and_issue_title,
     comment_issue,
-    commit_and_push,
-    create_pull_request,
     ensure_issue_content,
     ensure_issue_test_button,
     resolve_conflict_pull_requests,
@@ -36,7 +34,6 @@
     should_skip_plugin_publish,
     should_skip_plugin_test,
     trigger_registry_update,
-    update_file,
 )
 from .validation import (
     validate_adapter_info_from_issue,
@@ -206,6 +203,7 @@ async def handle_publish_plugin_check(
         # 分支命名示例 publish/issue123
         branch_name = f"{BRANCH_NAME_PREFIX}{issue_number}"
 
+        # 验证之后创建拉取请求和修改议题的标题
         await process_pr_and_issue_title(
             bot, repo_info, result, branch_name, issue_number, title, issue
         )
@@ -251,6 +249,7 @@ async def handle_adapter_publish_check(
         # 分支命名示例 publish/issue123
         branch_name = f"{BRANCH_NAME_PREFIX}{issue_number}"
 
+        # 验证之后创建拉取请求和修改议题的标题
         await process_pr_and_issue_title(
             bot, repo_info, result, branch_name, issue_number, title, issue
         )
@@ -292,6 +291,7 @@ async def handle_bot_publish_check(
         # 分支命名示例 publish/issue123
         branch_name = f"{BRANCH_NAME_PREFIX}{issue_number}"
 
+        # 验证之后创建拉取请求和修改议题的标题
         await process_pr_and_issue_title(
             bot, repo_info, result, branch_name, issue_number, title, issue
         )
diff --git a/src/plugins/publish/render.py b/src/plugins/publish/render.py
index 8857fbc7..0ca22bb7 100644
--- a/src/plugins/publish/render.py
+++ b/src/plugins/publish/render.py
@@ -1,5 +1,4 @@
 from pathlib import Path
-from typing import TYPE_CHECKING
 
 import jinja2
 
@@ -7,9 +6,7 @@
 
 from .config import plugin_config
 from .constants import LOC_NAME_MAP
-
-if TYPE_CHECKING:
-    from src.utils.validation import ValidationDict
+from src.utils.validation import ValidationDict
 
 
 def tags_to_str(tags: list[dict[str, str]]) -> str:
@@ -50,7 +47,7 @@ def loc_to_name(loc: list[str | int]) -> str:
 env.filters["loc_to_name"] = loc_to_name
 
 
-async def render_comment(result: "ValidationDict", reuse: bool = False) -> str:
+async def render_comment(result: ValidationDict, reuse: bool = False) -> str:
     """将验证结果转换为评论内容"""
     title = f"{result.type}: {result.name}"
 
diff --git a/src/plugins/publish/templates/render_data.md.jinja b/src/plugins/publish/templates/render_data.md.jinja
index 3682f4ba..b035e12d 100644
--- a/src/plugins/publish/templates/render_data.md.jinja
+++ b/src/plugins/publish/templates/render_data.md.jinja
@@ -1,23 +1,23 @@
 {% macro render_data(key, value, skip_plugin_test) %}
 {% if key == "homepage" %}
-项目 <a href="{{ value }}">主页</a> 返回状态码 200。
+    项目 <a href="{{ value }}">主页</a> 返回状态码 200。
 {%- elif key == "tags" and value %}
-标签: {{ value|tags_to_str }}。
+    标签: {{ value|tags_to_str }}。
 {%- elif key == "project_link" %}
-项目 <a href="https://pypi.org/project/{{ value }}/">{{ value }}</a> 已发布至 PyPI。
+    项目 <a href="https://pypi.org/project/{{ value }}/">{{ value }}</a> 已发布至 PyPI。
 {%- elif key == "type" %}
-插件类型: {{ value }}。
+    插件类型: {{ value }}。
 {%- elif key == "load" %}
-插件加载测试: {{ value }}。
+    插件加载测试: {{ value }}。
 {%- elif key == "supported_adapters" %}
-插件支持的适配器: {{ value|supported_adapters_to_str }}。
+    插件支持的适配器: {{ value|supported_adapters_to_str }}。
 {%- elif key == "action_url" %}
-{% if skip_plugin_test %}
-插件 <a href="{{ value }}">加载测试</a> 已跳过。
-{%- else %}
-插件 <a href="{{ value }}">加载测试</a> 通过。
-{%- endif %}
+    {% if skip_plugin_test %}
+        插件 <a href="{{ value }}">加载测试</a> 已跳过。
+    {%- else %}
+        插件 <a href="{{ value }}">加载测试</a> 通过。
+    {%- endif %}
 {% else %}
-{{ key }}: {{ value }}。
+    {{ key }}: {{ value }}。
 {%- endif %}
 {% endmacro %}
diff --git a/src/plugins/publish/templates/render_error.md.jinja b/src/plugins/publish/templates/render_error.md.jinja
index f6f96cd6..581572d4 100644
--- a/src/plugins/publish/templates/render_error.md.jinja
+++ b/src/plugins/publish/templates/render_error.md.jinja
@@ -1,47 +1,64 @@
 {% macro render_error(error) %}
+
 {% set loc = error.loc %}
 {% set type = error.type %}
-{%- if loc|length == 3 and loc[0] == "tags" and type == "missing" %}
-第 {{ loc[1] + 1 }} 个标签缺少 {{ loc[2] }} 字段。<dt>请确保标签字段完整。</dt>
-{% elif loc|length == 3 and loc[0] == "tags" and type == "string_too_long" %}
-第 {{ loc[1] + 1 }} 个标签名称过长<dt>请确保标签名称不超过 10 个字符。</dt>
-{%- elif loc|length == 3 and loc[0] == "tags" and type == "color_error" %}
-第 {{ loc[1] + 1 }} 个标签颜色错误<dt>请确保标签颜色符合十六进制颜色码规则。</dt>
-{%- elif loc|length == 2 and loc[0] == "tags" and type == "model_type" %}
-第 {{ loc[1] + 1 }} 个标签格式错误。<dt>请确保标签为字典。</dt>
-{%- elif type == "homepage" and error.ctx.status_code != -1 %}
-项目 <a href="{{ error.input }}">主页</a> 返回状态码 {{ error.ctx.status_code }}。<dt>请确保你的项目主页可访问。</dt>
-{%- elif type == "homepage" and error.ctx.status_code == -1 %}
-项目 <a href="{{ error.input }}">主页</a> 访问出错。<details><summary>错误信息</summary>{{ error.ctx.msg }}</details>
-{%- elif type == "project_link.not_found" %}
-项目 <a href="https://pypi.org/project/{{ error.input }}/">{{ error.input }}</a> 未发布至 PyPI。<dt>请将你的项目发布至 PyPI。</dt>
-{%- elif type == "project_link.name" %}
-PyPI 项目名 {{ error.input }} 不符合规范。<dt>请确保项目名正确。</dt>
-{%- elif type == "module_name" %}
-包名 {{ error.input }} 不符合规范。<dt>请确保包名正确。</dt>
-{%- elif type == "duplication" %}
-{{ error.msg }}<dt>请确保没有重复发布。</dt>
-{%- elif type == "plugin_test" %}
-插件加载测试未通过。<details><summary>测试输出</summary>{{ error.ctx.output }}</details>
-{%- elif type == "metadata" %}
-无法获取到插件元数据。<dt>{{ "请填写插件元数据" if error.ctx.plugin_test_result else "请确保插件正常加载" }}。</dt>
-{%- elif type == "plugin.type" %}
-插件类型 {{ error.input }} 不符合规范。<dt>请确保插件类型正确，当前仅支持 application 与 library。</dt>
-{%- elif type == "supported_adapters.missing" %}
-适配器 {{ ', '.join(error.ctx.missing_adapters) }} 不存在。<dt>请确保适配器模块名称正确。</dt>
-{%- elif type == "missing" %}
-{{ loc|loc_to_name }}: 无法匹配到数据。<dt>请确保填写该项目。</dt>
-{%- elif type == "model_type" %}
-{{ loc|loc_to_name }}: 格式错误。<dt>请确保其为字典。</dt>
-{%- elif type == "list_type" %}
-{{ loc|loc_to_name }}: 格式错误。<dt>请确保其为列表。</dt>
-{%- elif type == "set_type" %}
-{{ loc|loc_to_name }}: 格式错误。<dt>请确保其为集合。</dt>
-{%- elif type == "json_type" %}
-{{ loc|loc_to_name }}: 解码失败。<dt>请确保其为 JSON 格式。</dt>
-{%- elif type == "string_too_long" %}
-{{ loc|loc_to_name }}: 字符过多。<dt>请确保其不超过 {{ error.ctx.max_length }} 个字符。</dt>
-{%- else %}
-{{ error.loc|loc_to_name }}: {{ error.msg }}
-{%- endif %}
+{% set ctx = error.ctx %} 
+{% set name = loc|loc_to_name %}
+{% set input = error.input %}
+
+{% macro render_tag_error(index, message, dt_message) %}
+第 {{ index + 1 }} 个标签{{ message }}。<dt>请确保标签{{ dt_message }}。</dt>
 {% endmacro %}
+
+{% macro detail_message(summary, detail) %}
+<details><summary>{{ summary }}</summary>{{ detail }}</details>
+{% endmacro %}
+
+{% if loc|length == 3 and loc[0] == "tags" %}
+    {% if type == "missing" %}
+        {{ render_tag_error(loc[1], "缺少第" ~ loc[2] ~ " 字段", "请确保标签字段完整。") }}
+    {% elif type == "string_too_long" %}
+        {{ render_tag_error(loc[1], "名称过长", "请确保标签名称不超过 10 个字符。") }}
+    {% elif type == "color_error" %}
+        {{ render_tag_error(loc[1], "颜色错误", "请确保标签颜色符合十六进制颜色码规则。") }}
+    {% endif %}
+{% elif loc|length == 2 and loc[0] == "tags" and type == "model_type" %}
+    {{ render_tag_error(loc[1], "格式错误", "请确保标签为字典。") }}
+{% elif type == "homepage" %}
+    {% if ctx.status_code != -1 %}
+        项目 <a href="{{ input }}">主页</a> 返回状态码 {{ ctx.status_code }}。<dt>请确保你的项目主页可访问。</dt>
+    {% else %}
+        项目 <a href="{{ input }}">主页</a> 访问出错。{{ detail_message("错误信息", ctx.error) }}
+    {% endif %}
+{% elif type == "project_link.not_found" %}
+    项目 <a href="https://pypi.org/project/{{ input }}/">{{ input }}</a> 未发布至 PyPI。<dt>请将你的项目发布至 PyPI。</dt>
+{% elif type == "project_link.name" %}
+    PyPI 项目名 {{ input }} 不符合规范。<dt>请确保项目名正确。</dt>
+{% elif type == "module_name" %}
+    包名 {{ input }} 不符合规范。<dt>请确保包名正确。</dt>
+{% elif type == "duplication" %}
+    {{ error.msg }}<dt>请确保没有重复发布。</dt>
+{% elif type == "plugin.test" %}
+    插件加载测试未通过。{{ detail_message("测试输出", ctx.output) }}
+{% elif type == "metadata" %}
+    无法获取到插件元数据。<dt>{{ "请填写插件元数据" if ctx.plugin_test_result else "请确保插件正常加载" }}。</dt>
+{% elif type == "plugin.type" %}
+    插件类型 {{ input }} 不符合规范。<dt>请确保插件类型正确，当前仅支持 application 与 library。</dt>
+{% elif type == "supported_adapters.missing" %}
+    适配器 {{ ', '.join(ctx.missing_adapters) }} 不存在。<dt>请确保适配器模块名称正确。</dt>
+{% elif type == "missing" %}
+    {{ name }}: 无法匹配到数据。<dt>请确保填写该项目。</dt>
+{% elif type == "model_type" %}
+    {{ name }}: 格式错误。<dt>请确保其为字典。</dt>
+{% elif type == "list_type" %}
+    {{ name }}: 格式错误。<dt>请确保其为列表。</dt>
+{% elif type == "set_type" %}
+    {{ name }}: 格式错误。<dt>请确保其为集合。</dt>
+{% elif type == "json_type" %}
+    {{ name }}: 解码失败。<dt>请确保其为 JSON 格式。</dt>
+{% elif type == "string_too_long" %}
+    {{ name }}: 字符过多。<dt>请确保其不超过 {{ ctx.max_length }} 个字符。</dt>
+{% else %}
+    {{ error.name }}: {{ error.msg }}
+{% endif %}
+{% endmacro %}
\ No newline at end of file
diff --git a/src/plugins/publish/utils.py b/src/plugins/publish/utils.py
index 7c580072..f7bfaa55 100644
--- a/src/plugins/publish/utils.py
+++ b/src/plugins/publish/utils.py
@@ -510,7 +510,7 @@ async def trigger_registry_update(
 
             client_payload = {
                 "type": publish_type.value,
-                "key": f"{result.data['project_link']}:{result.data['module_name']}",
+                "key": f"{result.data["project_link"]}:{result.data["module_name"]}",
                 "config": config.group(1) if config else "",
                 "data": json.dumps(result.data),
             }
diff --git a/src/plugins/publish/validation.py b/src/plugins/publish/validation.py
index 32ab1aee..381f30f7 100644
--- a/src/plugins/publish/validation.py
+++ b/src/plugins/publish/validation.py
@@ -46,11 +46,12 @@ def strip_ansi(text: str | None) -> str:
 
 
 async def validate_plugin_info_from_issue(issue: "Issue") -> ValidationDict:
-    """从议题中提取插件信息"""
+    """从议题中获取插件信息，并且运行插件测试加载且获取插件元信息后进行验证"""
     body = issue.body if issue.body else ""
     author = issue.user.id if issue.user else ""
     author_id = issue.user.id if issue.user else None
 
+    # 从议题里提取插件所需信息
     raw_data: dict[str, Any] = extract_publish_info_from_issue(
         {
             "module_name": PLUGIN_MODULE_NAME_PATTERN,
@@ -67,6 +68,10 @@ async def validate_plugin_info_from_issue(issue: "Issue") -> ValidationDict:
     with plugin_config.input_config.plugin_path.open("r", encoding="utf-8") as f:
         previous_data: list[dict[str, str]] = json.load(f)
 
+    raw_data["author"] = author
+    raw_data["author_id"] = author_id
+
+    # 运行插件测试，获取插件测试输出与元信息
     plugin_test_result: DockerTestResult = await DockerPluginTest(
         DOCKER_IMAGES, project_link, module_name, test_config
     ).run("3.10")
@@ -82,11 +87,10 @@ async def validate_plugin_info_from_issue(issue: "Issue") -> ValidationDict:
             "output": plugin_test_output,
             "metadata": plugin_test_metadata,
             "previous_data": previous_data,
-            "author": author,
-            "author_id": author_id,
         }
     )
-    # 如果插件测试被跳过，则从议题中获取信息
+
+    # 如果插件被跳过，则从议题获取插件信息
     if plugin_config.skip_plugin_test:
         plugin_info = extract_publish_info_from_issue(
             {
@@ -100,23 +104,23 @@ async def validate_plugin_info_from_issue(issue: "Issue") -> ValidationDict:
         )
         raw_data.update(plugin_info)
     elif plugin_test_metadata:
-        raw_data.update(plugin_test_metadata)
-        raw_data["desc"] = raw_data.get("description")
+        # 发布信息更新插件元数据
+        raw_data.update(plugin_test_metadata.model_dump())
     else:
         # 插件缺少元数据
         # 可能为插件测试未通过，或者插件未按规范编写
         raw_data["name"] = project_link
 
-    # 如果升级至 pydantic 2 后，可以使用 validation-context
+    # 传入的验证插件信息的上下文
     validation_context = {
         "previous_data": raw_data.get("previous_data"),
         "skip_plugin_test": raw_data.get("skip_plugin_test"),
         "plugin_test_output": raw_data.get("plugin_test_output"),
     }
 
+    # 验证插件相关信息
     validate_data = validate_info(PublishType.PLUGIN, raw_data, validation_context)
 
-    # 如果是插件，还需要额外验证插件加载测试结果
     if (
         validate_data.data.get("metadata") is None
         and not plugin_config.skip_plugin_test
diff --git a/src/utils/store_test/store.py b/src/utils/store_test/store.py
index 9e016011..a7a5138a 100644
--- a/src/utils/store_test/store.py
+++ b/src/utils/store_test/store.py
@@ -194,6 +194,7 @@ async def merge_data(
         dump_json(DRIVERS_PATH, self._store_drivers)
         dump_json(PLUGINS_PATH, list(plugins.values()))
         dump_json(RESULTS_PATH, results)
+        dump_json(PLUGIN_CONFIG_PATH, self._plugin_configs)
 
     async def run(self, limit: int, force: bool = False):
         """运行商店测试
diff --git a/src/utils/validation/constants.py b/src/utils/validation/constants.py
index bf1de29f..c3fefeee 100644
--- a/src/utils/validation/constants.py
+++ b/src/utils/validation/constants.py
@@ -1,5 +1,5 @@
 import re
-from typing_extensions import LiteralString
+from typing import LiteralString
 
 # PyPI 格式
 PYPI_PACKAGE_NAME_PATTERN = re.compile(
diff --git a/src/utils/validation/models.py b/src/utils/validation/models.py
index 45099cdc..3d10f142 100644
--- a/src/utils/validation/models.py
+++ b/src/utils/validation/models.py
@@ -241,7 +241,8 @@ def plugin_test_metadata_validator(
         context = info.context
         if context is None:
             raise PydanticCustomError("validation_context", "未获取到验证上下文")
-
+        if v is None:
+            raise PydanticCustomError("plugin.metadata", "插件缺少元数据")
         if context.get("skip_plugin_test"):
             return None
         return v