Fix calendar filter, module triggers, API cleanup, consolidate get_current_admin, fix LLM schema

platform/backend/app/core/collector.py

@@ -19,8 +19,13 @@ def run_collector():
     script_path = PROJECT_ROOT / "scripts" / "collector.py"
     if not script_path.exists():
         raise FileNotFoundError(f"Collector script not found: {script_path}")
+    venv_python = PROJECT_ROOT / "platform" / "backend" / "venv" / "bin" / "python"
+    if venv_python.exists():
+        cmd = [str(venv_python), str(script_path)]
+    else:
+        cmd = ["python3", str(script_path)]
     result = subprocess.run(
-        ["python", str(script_path)],
+        cmd,
         capture_output=True,
         text=True,
         cwd=PROJECT_ROOT,

platform/backend/app/core/scheduler.py

@@ -62,7 +62,7 @@ class TaskScheduler:
         )
         self.scheduler.start()
         self._started = True
-        logger.info("Scheduler started with daily cron triggers (01:30 collect, 02:30 sync, 03:30 generate, 04:30 optimize, 05:00 optimize_sources, 06:00 metrics_sync)")
+        logger.info("Scheduler started: 01:30 collect, 03:30 generate, 04:30 review, 05:00 optimize_sources, 06:00 metrics_sync")
     def shutdown(self):
         if self.scheduler.running:
             self.scheduler.shutdown()
@@ -86,11 +86,11 @@ class TaskScheduler:
 
     def _run_optimize(self):
         try:
-            logger.info("[Scheduled] Starting compliance optimization...")
+            logger.info("[Scheduled] Starting compliance review...")
             result = run_optimizer()
-            logger.info("[Scheduled] Optimization completed: %s", result)
+            logger.info("[Scheduled] Review completed: %s", result)
         except Exception as e:
-            logger.exception("[Scheduled] Optimization failed: %s", e)
+            logger.exception("[Scheduled] Review failed: %s", e)
 
     def _run_collect(self):
         try: