diff --git a/README.md b/README.md
index d279d88..9674540 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
 
 ![SpectreCore](https://avatars.githubusercontent.com/u/129108081?s=48&v=4)
 
-[![version](https://img.shields.io/badge/version-v2.1.11-blue.svg?style=flat-square)](https://github.com/23q3/astrbot_plugin_SpectreCore)
+[![version](https://img.shields.io/badge/version-v2.1.12-blue.svg?style=flat-square)](https://github.com/23q3/astrbot_plugin_SpectreCore)
 [![license](https://img.shields.io/badge/license-AGPL--3.0-green.svg?style=flat-square)](LICENSE)
 [![author](https://img.shields.io/badge/author-23q3-orange.svg?style=flat-square)](https://github.com/23q3)
 
@@ -70,9 +70,9 @@ SpectreCore (影芯) 是一个为 AstrBot 设计的高级群聊互动插件，
 
 ## 📋 最新版本
 
-### v2.1.11 (2026-02-24)
+### v2.1.12 (2026-06-01)
 
-- 🐛 **修复机器人私聊消息存储路径错误** - 修复私聊中bot消息存入错误路径，导致用户看不到bot回复历史的问题 [#87](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/87)[#90](https://github.com/23q3/astrbot_plugin_SpectreCore/pull/90) @Hola-Gracias
+- 🐛 **修复图片遗漏** - call_llm()遗漏当前消息图片导致模型无法读取用户上传的图片 [#96](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/96)
 
 ## ⚠️ 注意事项
 
diff --git a/changelogs/v2.1.12.md b/changelogs/v2.1.12.md
new file mode 100644
index 0000000..f548393
--- /dev/null
+++ b/changelogs/v2.1.12.md
@@ -0,0 +1 @@
+- 🐛 **修复图片遗漏** - call_llm()遗漏当前消息图片导致模型无法读取用户上传的图片 [#96](https://github.com/23q3/astrbot_plugin_SpectreCore/issues/96)
diff --git a/main.py b/main.py
index 7a4bd43..a260278 100644
--- a/main.py
+++ b/main.py
@@ -7,7 +7,7 @@
     "spectrecore",
     "23q3",
     "使大模型更好的主动回复群聊中的消息，带来生动和沉浸的群聊对话体验",
-    "2.1.11",
+    "2.1.12",
     "https://github.com/23q3/astrbot_plugin_SpectreCore"
 )
 class SpectreCore(Star):
diff --git a/metadata.yaml b/metadata.yaml
index 78d60d7..72cffd1 100644
--- a/metadata.yaml
+++ b/metadata.yaml
@@ -1,7 +1,7 @@
 name: spectrecore # 这是你的插件的唯一识别名。
 desc: 使大模型更好的主动回复群聊中的消息，带来生动和沉浸的群聊对话体验 # 插件简短描述
 help: 自动检测群聊消息并让AI模型进行回复，让群聊更加生动有趣。 # 插件的帮助信息
-version: v2.1.11 # 插件版本号。格式：v1.1.1 或者 v1.1
+version: v2.1.12 # 插件版本号。格式：v1.1.1 或者 v1.1
 author: 23q3 # 作者
 repo: https://github.com/23q3/astrbot_plugin_SpectreCore # 插件的仓库地址
 display_name: 🌟 SpectreCore
diff --git a/utils/llm_utils.py b/utils/llm_utils.py
index 3713f43..913a4e7 100644
--- a/utils/llm_utils.py
+++ b/utils/llm_utils.py
@@ -241,28 +241,42 @@ async def call_llm(event: AstrMessageEvent, config: AstrBotConfig, context: Cont
 
         # 图片相关处理
         image_urls = []
-        if image_count := config.get("image_processing", {}).get("image_count", 0):
-            if history_messages:
-                messages_to_show = history_messages[-history_limit:] if len(history_messages) > history_limit else history_messages
 
-                for message in reversed(messages_to_show):
-                    if hasattr(message, "message") and message.message:
-                        for component in message.message:
-                            if isinstance(component, Image):
-                                try:
-                                    url = component.file or component.url
-                                    if url:
-                                        image_urls.append(url)
-                                        if len(image_urls) >= image_count:
-                                            break
-                                except Exception as e:
-                                    logger.warning(f"处理图片URL时出错: {e}")
-                                    continue
-                        if len(image_urls) >= image_count:
-                            break
+        # 首先收集当前消息链中的图片（用户刚发送的，不受 image_count 限制）
+        if hasattr(event, "message_obj") and hasattr(event.message_obj, "message"):
+            for component in event.message_obj.message:
+                if isinstance(component, Image):
+                    try:
+                        url = component.file or component.url
+                        if url and url not in image_urls:
+                            image_urls.append(url)
+                    except Exception as e:
+                        logger.warning(f"处理当前消息图片URL时出错: {e}")
+                        continue
+
+        # 然后从历史消息中补充收集图片（受 image_count 限制）
+        history_image_count = config.get("image_processing", {}).get("image_count", 0)
+        if history_image_count and history_messages:
+            messages_to_show = history_messages[-history_limit:] if len(history_messages) > history_limit else history_messages
+
+            for message in reversed(messages_to_show):
+                if hasattr(message, "message") and message.message:
+                    for component in message.message:
+                        if isinstance(component, Image):
+                            try:
+                                url = component.file or component.url
+                                if url and url not in image_urls:
+                                    image_urls.append(url)
+                                    if len(image_urls) >= history_image_count:
+                                        break
+                            except Exception as e:
+                                logger.warning(f"处理历史消息图片URL时出错: {e}")
+                                continue
+                    if len(image_urls) >= history_image_count:
+                        break
 
-                if image_urls:
-                    system_prompt += f"\n\n已经按照从晚到早的顺序为你提供了聊天记录中的{len(image_urls)}张图片，你可以直接查看并理解它们。这些图片出现在聊天记录中。"
+            if image_urls:
+                system_prompt += f"\n\n已经按照从晚到早的顺序为你提供了聊天记录中的{len(image_urls)}张图片，你可以直接查看并理解它们。这些图片出现在聊天记录中。"
 
         # prompt 只保留用户当前消息，使用 MessageUtils 确保图片被转述
         if hasattr(event, "message_obj") and hasattr(event.message_obj, "message"):