diff --git a/pipeline_core/agent_config.py b/pipeline_core/agent_config.py
index 96dabbb..d6a44f3 100644
--- a/pipeline_core/agent_config.py
+++ b/pipeline_core/agent_config.py
@@ -312,13 +312,14 @@ DEFAULT_ABILITY_ID = "sdlc_general"
 # 配置加载器
 # ═══════════════════════════════════════════════════════════
 
-async def load_agent_config(pipeline_id: str = None, project_id: str = None) -> AgentConfig:
+async def load_agent_config(pipeline_id: str = None, project_id: str = None, generic: bool = False) -> AgentConfig:
     """加载产线的 Agent 配置（通用内核 + 可插拔产线能力）。
 
     组装顺序：
     1. 基础 = DEFAULT_AGENT_CONFIG（通用心智 + GENERAL_TOOLS）
     2. 产线能力 = get_ability(pipeline_id) 动态挂载（工具 + prompt 片段）
        —— pipeline_id 为空时回退 DEFAULT_ABILITY_ID（默认产线）
+       —— generic=True 时不挂载任何产线能力（纯通用，只用 GENERAL_TOOLS + 通用心智）
     3. DB 覆盖：sd_org_settings.agent_config / pipelines.agent_config
     """
     from .ability import get_ability
@@ -326,8 +327,11 @@ async def load_agent_config(pipeline_id: str = None, project_id: str = None) ->
     # 1. 基础通用配置
     base = DEFAULT_AGENT_CONFIG
 
-    # 2. 产线能力挂载
-    ability = get_ability(pipeline_id) if pipeline_id else get_ability(DEFAULT_ABILITY_ID)
+    # 2. 产线能力挂载（generic 时不挂载任何产线插件）
+    if generic:
+        ability = None
+    else:
+        ability = get_ability(pipeline_id) if pipeline_id else get_ability(DEFAULT_ABILITY_ID)
     tools = list(GENERAL_TOOLS)
     prompt = base.system_prompt
     if ability: