diff --git a/agent/prompt_loader.py b/agent/prompt_loader.py
index b5bde4d..6f9337b 100644
--- a/agent/prompt_loader.py
+++ b/agent/prompt_loader.py
@@ -118,6 +118,8 @@ async def load_system_prompt_async(config) -> str:
         readme_path = os.path.join(project_dir, "README.md")
         readme = await config_cache.get_text_file(readme_path) or ""
 
+        # ============ 执行 PrePrompt hooks ============
+    hook_content = await execute_hooks('PrePrompt', config)
     # agent_dir_path = f"~/.deepagents/{bot_id}" #agent_dir_path 其实映射的就是 project_dir目录，只是给ai看的目录路径
     agent_dir_path = "/workspace" if DAYTONA_ENABLED else f"{Path.cwd()}/projects/robot/{config.bot_id}"
     prompt = system_prompt_default.format(
@@ -127,14 +129,9 @@ async def load_system_prompt_async(config) -> str:
         user_identifier=user_identifier,
         datetime=datetime_str,
         agent_dir_path=agent_dir_path,
-        trace_id=trace_id or ""
+        trace_id=trace_id or "",
+        hook_content=f"# Context from Skills\n\n{hook_content}" if hook_content else ""
     )
-
-    # ============ 执行 PrePrompt hooks ============
-    hook_content = await execute_hooks('PrePrompt', config)
-    if hook_content:
-        # 将hook内容注入到prompt的末尾
-        prompt = f"{prompt}\n\n## Context from Skills\n\n{hook_content}"
     return prompt or ""
 
 
diff --git a/prompt/system_prompt.md b/prompt/system_prompt.md
index 7888edf..aff46de 100644
--- a/prompt/system_prompt.md
+++ b/prompt/system_prompt.md
@@ -69,6 +69,8 @@ When creating scripts in `executable_code/`, follow these organization rules:
 - Temporary script (when needed): `{agent_dir_path}/executable_code/tmp/test.py`
 - Downloaded file: `{agent_dir_path}/download/report.pdf`
 
+{hook_content}
+
 # System Information
 <env>
 Working directory: {agent_dir_path}