diff --git a/emoji_reviewer.py b/emoji_reviewer.py
new file mode 100644
index 000000000..96da18ea8
--- /dev/null
+++ b/emoji_reviewer.py
@@ -0,0 +1,364 @@
+import json
+import re
+import warnings
+import gradio as gr
+import os
+import signal
+import sys
+import requests
+import tomli
+
+from dotenv import load_dotenv
+from src.common.database import db
+
+try:
+    from src.common.logger import get_module_logger
+
+    logger = get_module_logger("emoji_reviewer")
+except ImportError:
+    from loguru import logger
+
+    # 检查并创建日志目录
+    log_dir = "logs/emoji_reviewer"
+    if not os.path.exists(log_dir):
+        os.makedirs(log_dir, exist_ok=True)
+    # 配置控制台输出格式
+    logger.remove()  # 移除默认的处理器
+    logger.add(sys.stderr, format="{time:MM-DD HH:mm} | emoji_reviewer | {message}")  # 添加控制台输出
+    logger.add("logs/emoji_reviewer/{time:YYYY-MM-DD}.log", rotation="00:00", format="{time:MM-DD HH:mm} | emoji_reviewer | {message}")
+    logger.warning("检测到src.common.logger并未导入，将使用默认loguru作为日志记录器")
+    logger.warning("如果你是用的是低版本(0.5.13)麦麦，请忽略此警告")
+# 忽略 gradio 版本警告
+warnings.filterwarnings("ignore", message="IMPORTANT: You are using gradio version.*")
+
+root_dir = os.path.dirname(os.path.abspath(__file__))
+bot_config_path = os.path.join(root_dir, "config/bot_config.toml")
+if os.path.exists(bot_config_path):
+    with open(bot_config_path, "rb") as f:
+        try:
+            toml_dict = tomli.load(f)
+            embedding_config = toml_dict['model']['embedding']
+            embedding_name = embedding_config["name"]
+            embedding_provider = embedding_config["provider"]
+        except tomli.TOMLDecodeError as e:
+            logger.critical(f"配置文件bot_config.toml填写有误，请检查第{e.lineno}行第{e.colno}处：{e.msg}")
+            exit(1)
+        except KeyError as e:
+            logger.critical(f"配置文件bot_config.toml缺少model.embedding设置，请补充后再编辑表情包")
+            exit(1)
+else:
+    logger.critical(f"没有找到配置文件{bot_config_path}")
+    exit(1)
+env_path = os.path.join(root_dir, ".env.prod")
+if not os.path.exists(env_path):
+    logger.critical(f"没有找到环境变量文件{env_path}")
+    exit(1)
+load_dotenv(env_path)
+
+tags_choices = ["无", "包括", "排除"]
+tags = {
+    "reviewed": ("已审查", "排除"),
+    "blacklist": ("黑名单", "排除"),
+}
+format_choices = ["包括", "无"]
+formats = ["jpg", "png", "gif"]
+
+
+def signal_handler(signum, frame):
+    """处理 Ctrl+C 信号"""
+    logger.info("收到终止信号，正在关闭 Gradio 服务器...")
+    sys.exit(0)
+
+
+# 注册信号处理器
+signal.signal(signal.SIGINT, signal_handler)
+required_fields = ["_id", "path", "description", "hash", *tags.keys()]  # 修复拼写错误的时候记得把这里的一起改了
+
+emojis_db = list(db.emoji.find({}, {k: 1 for k in required_fields}))
+emoji_filtered = []
+emoji_show = None
+
+max_num = 20
+neglect_update = 0
+
+
+async def get_embedding(text):
+    try:
+        base_url = os.environ.get(f"{embedding_provider}_BASE_URL")
+        if base_url.endswith('/'):
+            url = base_url + 'embeddings'
+        else:
+            url = base_url + '/embeddings'
+        key = os.environ.get(f"{embedding_provider}_KEY")
+        headers = {
+            "Authorization": f"Bearer {key}",
+            "Content-Type": "application/json"
+        }
+        payload = {
+            "model": embedding_name,
+            "input": text,
+            "encoding_format": "float"
+        }
+        response = requests.post(url, headers=headers, data=json.dumps(payload))
+        if response.status_code == 200:
+            result = response.json()
+            embedding = result["data"][0]["embedding"]
+            return embedding
+        else:
+            return f"网络错误{response.status_code}"
+    except:
+        return None
+
+
+def set_max_num(slider):
+    global max_num
+    max_num = slider
+
+
+def filter_emojis(tag_filters, format_filters):
+    global emoji_filtered
+    e_filtered = emojis_db
+
+    format_include = []
+    for format, value in format_filters.items():
+        if value:
+            format_include.append(format)
+
+    if len(format_include) == 0:
+        return []
+
+    for tag, value in tag_filters.items():
+        if value == "包括":
+            e_filtered = [d for d in e_filtered if tag in d]
+        elif value == "排除":
+            e_filtered = [d for d in e_filtered if tag not in d]
+
+    if len(format_include) > 0:
+        ff = '|'.join(format_include)
+        pattern = rf"\.({ff})$"
+        e_filtered = [d for d in e_filtered if re.search(pattern, d.get("path", ""), re.IGNORECASE)]
+
+    emoji_filtered = e_filtered
+
+
+def update_gallery(from_latest, *filter_values):
+    global emoji_filtered
+    tf = filter_values[:len(tags)]
+    ff = filter_values[len(tags):]
+    filter_emojis({k: v for k, v in zip(tags.keys(), tf)}, {k: v for k, v in zip(formats, ff)})
+    if from_latest:
+        emoji_filtered.reverse()
+    if len(emoji_filtered) > max_num:
+        info = f"已筛选{len(emoji_filtered)}个表情包中的{max_num}个。"
+        emoji_filtered = emoji_filtered[:max_num]
+    else:
+        info = f"已筛选{len(emoji_filtered)}个表情包。"
+    global emoji_show
+    emoji_show = None
+    return [gr.update(value=[], selected_index=None, allow_preview=False), info]
+
+
+def update_gallery2():
+    thumbnails = [e.get("path", "") for e in emoji_filtered]
+    return gr.update(value=thumbnails, allow_preview=True)
+
+
+def on_select(evt: gr.SelectData, *tag_values):
+    new_index = evt.index
+    print(new_index)
+    global emoji_show, neglect_update
+    if new_index is None:
+        emoji_show = None
+        targets = []
+        for current_value, tag in zip(tag_values, tags.keys()):
+            if current_value:
+                neglect_update += 1
+                targets.append(False)
+            else:
+                targets.append(gr.update())
+        return [
+            gr.update(selected_index=new_index),
+            "",
+            *targets
+        ]
+    else:
+        emoji_show = emoji_filtered[new_index]
+        targets = []
+        neglect_update = 0
+        for current_value, tag in zip(tag_values, tags.keys()):
+            target = tag in emoji_show
+            if current_value != target:
+                neglect_update += 1
+                targets.append(target)
+            else:
+                targets.append(gr.update())
+        return [
+            gr.update(selected_index=new_index),
+            emoji_show.get("description", ""),
+            *targets
+        ]
+
+
+def desc_change(desc, edited):
+    if emoji_show and desc != emoji_show.get("description", ""):
+        if edited:
+            return [gr.update(), True]
+        else:
+            return ["(尚未保存)", True]
+    if edited:
+        return ["", False]
+    else:
+        return [gr.update(), False]
+
+
+def revert_desc():
+    if emoji_show:
+        return emoji_show.get("description", "")
+    else:
+        return ""
+
+
+async def save_desc(desc):
+    if emoji_show:
+        try:
+            yield ["正在构建embedding，请勿关闭页面...", gr.update(interactive=False), gr.update(interactive=False)]
+            embedding = await get_embedding(desc)
+            if embedding is None or isinstance(embedding, str):
+                yield [f"<span style='color: red;'>获取embeddings失败！{embedding}</span>", gr.update(interactive=True), gr.update(interactive=True)]
+            else:
+                e_id = emoji_show["_id"]
+                update_dict = {"$set": {"embedding": embedding, "description": desc}}
+                db.emoji.update_one({"_id": e_id}, update_dict)
+
+                e_hash = emoji_show["hash"]
+                update_dict = {"$set": {"description": desc}}
+                db.images.update_one({"hash": e_hash}, update_dict)
+                db.image_descriptions.update_one({"hash": e_hash}, update_dict)
+                emoji_show["description"] = desc
+
+                logger.info(f'Update description and embeddings: {e_id}(hash={hash})')
+                yield ["保存完成", gr.update(value=desc, interactive=True), gr.update(interactive=True)]
+        except Exception as e:
+            yield [f"<span style='color: red;'>出现异常: {e}</span>", gr.update(interactive=True), gr.update(interactive=True)]
+
+    else:
+        yield ["没有选中表情包", gr.update()]
+
+
+def change_tag(*tag_values):
+    if not emoji_show:
+        return gr.update()
+    global neglect_update
+    if neglect_update > 0:
+        neglect_update -= 1
+        return gr.update()
+    set_dict = {}
+    unset_dict = {}
+    e_id = emoji_show["_id"]
+    for value, tag in zip(tag_values, tags.keys()):
+        if value:
+            if tag not in emoji_show:
+                set_dict[tag] = True
+                emoji_show[tag] = True
+                logger.info(f'Add tag "{tag}" to {e_id}')
+        else:
+            if tag in emoji_show:
+                unset_dict[tag] = ""
+                del emoji_show[tag]
+                logger.info(f'Delete tag "{tag}" from {e_id}')
+
+    update_dict = {"$set": set_dict, "$unset": unset_dict}
+    db.emoji.update_one({"_id": e_id}, update_dict)
+    return "已更新标签状态"
+
+
+with gr.Blocks(title="MaimBot表情包审查器") as app:
+    desc_edit = gr.State(value=False)
+    gr.Markdown(
+        value="""
+        # MaimBot表情包审查器
+        """
+    )
+    gr.Markdown(value="---")  # 添加分割线
+    gr.Markdown(value="""
+        ## 审查器说明\n
+        该审查器用于人工修正识图模型对表情包的识别偏差，以及管理表情包黑名单：\n
+        每一个表情包都有描述以及“已审查”和“黑名单”两个标签。描述可以编辑并保存。“黑名单”标签可以禁止麦麦使用该表情包。\n
+        作者：遗世紫丁香(HexatomicRing)
+        """)
+    gr.Markdown(value="---")
+
+    with gr.Row():
+        with gr.Column(scale=2):
+            info_label = gr.Markdown("")
+            gallery = gr.Gallery(label="表情包列表", columns=4, rows=6)
+            description = gr.Textbox(label="描述", interactive=True)
+            description_label = gr.Markdown("")
+            tag_boxes = {
+                tag: gr.Checkbox(label=name, interactive=True)
+                for tag, (name, _) in tags.items()
+            }
+
+            with gr.Row():
+                revert_btn = gr.Button("还原描述")
+                save_btn = gr.Button("保存描述")
+
+        with gr.Column(scale=1):
+            max_num_slider = gr.Slider(label="最大显示数量", minimum=1, maximum=500, value=max_num, interactive=True)
+            check_from_latest = gr.Checkbox(label="由新到旧", interactive=True)
+            tag_filters = {
+                tag: gr.Dropdown(tags_choices, value=value, label=f"{name}筛选")
+                for tag, (name, value) in tags.items()
+            }
+            gr.Markdown(value="---")
+            gr.Markdown(value="格式筛选:")
+            format_filters = {
+                f: gr.Checkbox(label=f, value=True)
+                for f in formats
+            }
+            refresh_btn = gr.Button("刷新筛选")
+            filters = list(tag_filters.values()) + list(format_filters.values())
+
+    max_num_slider.change(set_max_num, max_num_slider, None)
+    description.change(desc_change, [description, desc_edit], [description_label, desc_edit])
+    for component in filters:
+        component.change(
+            fn=update_gallery,
+            inputs=[check_from_latest, *filters],
+            outputs=[gallery, info_label],
+            preprocess=False
+        ).then(
+            fn=update_gallery2,
+            inputs=None,
+            outputs=gallery)
+    refresh_btn.click(
+        fn=update_gallery,
+        inputs=[check_from_latest, *filters],
+        outputs=[gallery, info_label],
+        preprocess=False
+    ).then(
+        fn=update_gallery2,
+        inputs=None,
+        outputs=gallery)
+    gallery.select(fn=on_select, inputs=list(tag_boxes.values()), outputs=[gallery, description, *tag_boxes.values()])
+    revert_btn.click(fn=revert_desc, inputs=None, outputs=description)
+    save_btn.click(fn=save_desc, inputs=description, outputs=[description_label, description, save_btn])
+    for k, v in tag_boxes.items():
+        v.change(fn=change_tag, inputs=list(tag_boxes.values()), outputs=description_label)
+    app.load(
+        fn=update_gallery,
+        inputs=[check_from_latest, *filters],
+        outputs=[gallery, info_label],
+        preprocess=False
+    ).then(
+        fn=update_gallery2,
+        inputs=None,
+        outputs=gallery)
+    app.queue().launch(
+        server_name="0.0.0.0",
+        inbrowser=True,
+        share=False,
+        server_port=7001,
+        debug=True,
+        quiet=True,
+    )
diff --git a/src/plugins/chat/emoji_manager.py b/src/plugins/chat/emoji_manager.py
index 57c2b0b85..8dea30b60 100644
--- a/src/plugins/chat/emoji_manager.py
+++ b/src/plugins/chat/emoji_manager.py
@@ -118,7 +118,9 @@ class EmojiManager:
 
             try:
                 # 获取所有表情包
-                all_emojis = list(db.emoji.find({}, {"_id": 1, "path": 1, "embedding": 1, "description": 1}))
+                all_emojis = [e for e in
+                              db.emoji.find({}, {"_id": 1, "path": 1, "embedding": 1, "description": 1, "blacklist": 1})
+                              if 'blacklist' not in e]
 
                 if not all_emojis:
                     logger.warning("数据库中没有任何表情包")
@@ -173,7 +175,7 @@ class EmojiManager:
             logger.error(f"[错误] 获取表情包失败: {str(e)}")
             return None
 
-    async def _get_emoji_discription(self, image_base64: str) -> str:
+    async def _get_emoji_description(self, image_base64: str) -> str:
         """获取表情包的标签，使用image_manager的描述生成功能"""
 
         try:
@@ -248,20 +250,14 @@ class EmojiManager:
                     if existing_emoji_by_path["_id"] != existing_emoji_by_hash["_id"]:
                         logger.error(f"[错误] 表情包已存在但记录不一致: {filename}")
                         db.emoji.delete_one({"_id": existing_emoji_by_path["_id"]})
-                        db.emoji.update_one(
-                            {"_id": existing_emoji_by_hash["_id"]}, {"$set": {"path": image_path, "filename": filename}}
-                        )
-                        existing_emoji_by_hash["path"] = image_path
-                        existing_emoji_by_hash["filename"] = filename
-                    existing_emoji = existing_emoji_by_hash
+                        db.emoji.delete_one({"_id": existing_emoji_by_hash["_id"]})
+                        existing_emoji = None
+                    else:
+                        existing_emoji = existing_emoji_by_hash
                 elif existing_emoji_by_hash:
                     logger.error(f"[错误] 表情包hash已存在但path不存在: {filename}")
-                    db.emoji.update_one(
-                        {"_id": existing_emoji_by_hash["_id"]}, {"$set": {"path": image_path, "filename": filename}}
-                    )
-                    existing_emoji_by_hash["path"] = image_path
-                    existing_emoji_by_hash["filename"] = filename
-                    existing_emoji = existing_emoji_by_hash
+                    db.emoji.delete_one({"_id": existing_emoji_by_hash["_id"]})
+                    existing_emoji = None
                 elif existing_emoji_by_path:
                     logger.error(f"[错误] 表情包path已存在但hash不存在: {filename}")
                     db.emoji.delete_one({"_id": existing_emoji_by_path["_id"]})
@@ -273,7 +269,7 @@ class EmojiManager:
 
                 if existing_emoji:
                     # 即使表情包已存在，也检查是否需要同步到images集合
-                    description = existing_emoji.get("discription")
+                    description = existing_emoji.get("description")
                     # 检查是否在images集合中存在
                     existing_image = db.images.find_one({"hash": image_hash})
                     if not existing_image:
@@ -298,7 +294,7 @@ class EmojiManager:
                     description = existing_description
                 else:
                     # 获取表情包的描述
-                    description = await self._get_emoji_discription(image_base64)
+                    description = await self._get_emoji_description(image_base64)
 
                 if global_config.EMOJI_CHECK:
                     check = await self._check_emoji(image_base64, image_format)
@@ -316,7 +312,7 @@ class EmojiManager:
                         "filename": filename,
                         "path": image_path,
                         "embedding": embedding,
-                        "discription": description,
+                        "description": description,
                         "hash": image_hash,
                         "timestamp": int(time.time()),
                     }
@@ -399,6 +395,11 @@ class EmojiManager:
                             db.emoji.delete_one({"_id": emoji["_id"]})
                             removed_count += 1
 
+                    # 修复拼写错误
+                    if "discription" in emoji:
+                        desc = emoji["discription"]
+                        db.emoji.update_one({"_id": emoji["_id"]}, {"$unset": {"discription": ""}, "$set": {"description": desc}})
+
                 except Exception as item_error:
                     logger.error(f"[错误] 处理表情包记录时出错: {str(item_error)}")
                     continue
diff --git a/src/plugins/schedule/schedule_generator.py b/src/plugins/schedule/schedule_generator.py
index d6ba165ee..b26b29549 100644
--- a/src/plugins/schedule/schedule_generator.py
+++ b/src/plugins/schedule/schedule_generator.py
@@ -97,14 +97,28 @@ class ScheduleGenerator:
             reg = r"\{(.|\r|\n)+\}"
             matched = re.search(reg, schedule_text)[0]
             schedule_dict = json.loads(matched)
+            self._check_schedule_validity(schedule_dict)
             return schedule_dict
         except json.JSONDecodeError:
             logger.exception("解析日程失败: {}".format(schedule_text))
             return False
+        except ValueError as e:
+            logger.exception(f"解析日程失败: {str(e)}")
+            return False
         except Exception as e:
             logger.exception(f"解析日程发生错误:{str(e)}")
             return False
 
+    def _check_schedule_validity(self, schedule_dict: Dict[str, str]):
+        """检查日程是否合法"""
+        if not schedule_dict:
+            return
+        for time_str in schedule_dict.keys():
+            try:
+                self._parse_time(time_str)
+            except ValueError:
+                raise ValueError("日程时间格式不正确") from None
+
     def _parse_time(self, time_str: str) -> str:
         """解析时间字符串，转换为时间"""
         return datetime.datetime.strptime(time_str, "%H:%M")