改为自动采集并移除手动运行入口

app/agent/scheduler.py

@@ -1,5 +1,3 @@
-from datetime import datetime
-
 from apscheduler.schedulers.background import BackgroundScheduler
 from sqlalchemy.orm import Session
 
@@ -18,7 +16,7 @@ def run_scheduled_job(settings: Settings) -> None:
 
 
 def build_scheduler(settings: Settings) -> BackgroundScheduler:
-    # APScheduler负责自动循环运行，启动后先跑一次，再按固定间隔持续采集。
+    # APScheduler负责按固定间隔自动运行，避免服务重启时连续触发外部采集限流。
     scheduler = BackgroundScheduler(timezone=settings.agent_timezone)
     scheduler.add_job(
         run_scheduled_job,
@@ -26,7 +24,6 @@ def build_scheduler(settings: Settings) -> BackgroundScheduler:
         minutes=settings.agent_interval_minutes,
         args=[settings],
         id="continuous-intelligence",
-        next_run_time=datetime.now(scheduler.timezone),
         replace_existing=True,
         max_instances=1,
         coalesce=True,