diff --git a/pipeline_opportunity/init.py b/pipeline_opportunity/init.py
index 1b3d4b4..e5f55be 100644
--- a/pipeline_opportunity/init.py
+++ b/pipeline_opportunity/init.py
@@ -23,13 +23,14 @@ def load_pipeline_opportunity():
         return True
 
     # 主 agent 能力包 + slash 命令（import 即注册，与投标产线同机制）
+    # 注意：宿主日志级别过滤 info，模块加载日志须用 debug 才能被观察到（与宿主各模块一致）
     try:
         from . import opp_ability  # noqa: F401
-        logger.info("[pipeline_opportunity] ability registered: opportunity_general")
+        logger.debug("[pipeline_opportunity] ability registered: opportunity_general")
     except Exception as e:
         logger.warning("[pipeline_opportunity] ability 注册失败: %s", str(e)[:200])
         return False
 
     _loaded = True
-    logger.info("[pipeline_opportunity] v0.1.0 loaded")
+    logger.debug("[pipeline_opportunity] v0.1.0 loaded")
     return True