diff --git a/apps/api/src/api/v1/learning.py b/apps/api/src/api/v1/learning.py
index d187bad3..18a5b490 100644
--- a/apps/api/src/api/v1/learning.py
+++ b/apps/api/src/api/v1/learning.py
@@ -162,7 +162,7 @@ async def run_evolver_now() -> EvolverRunResponse:
     """
     try:
         from src.services.playbook_evolver import run_evolver
-        report = await run_evolver()
+        report = await run_evolver(force=True)  # 管理員手動觸發，繞過 feature flag
     except Exception as exc:
         logger.exception("evolver_manual_run_failed")
         raise HTTPException(status_code=500, detail=str(exc)) from exc