scheduler: auto fetch+score every 60min, integrated into web and CLI

ChanMacro/cli.py

@@ -5,6 +5,7 @@ cli.py — Command-line interface for ChanMacro.
 import argparse
 import json
 import logging
+import time
 from datetime import date as Date, datetime, timedelta
 
 logging.basicConfig(
@@ -331,6 +332,8 @@ def main():
     # validate
     p_validate = sub.add_parser("validate", help="Run validation framework")
 
+    # cron
+    p_cron = sub.add_parser("cron", help="Run scheduled fetch+score loop")
     # serve
     p_serve = sub.add_parser("serve", help="Start web dashboard")
 
@@ -353,7 +356,22 @@ def main():
         report = ValidationReporter().run_all()
         print(report)
     elif args.command == "serve":
-        logger.info("Web dashboard not yet implemented (Phase 7)")
+        from scheduler import get_scheduler
+        get_scheduler().start()
+        logger.info("启动 Web Dashboard: http://127.0.0.1:8124")
+        from web.app import app
+        app.run(host="0.0.0.0", port=8124, debug=False)
+    elif args.command == "cron":
+        from scheduler import get_scheduler
+        logger.info("启动后台调度器 (Ctrl+C 停止)")
+        s = get_scheduler()
+        s.start()
+        try:
+            while True:
+                time.sleep(60)
+        except KeyboardInterrupt:
+            s.stop()
+            logger.info("调度器已停止")
     else:
         parser.print_help()