Add operator user agent and video recorder

backend/app/main.py

@@ -29,6 +29,7 @@ from .modules.system.service import disk_usage, get_conda_envs, get_gpus, get_ru
 from .modules.dataset.service import create_dataset, generate_yolo_dataset_yaml, list_uploaded_datasets, save_upload, validate_dataset
 from .modules.weights.service import load_manifest, sync_weights, verify_weights
 from .agents.evaluation_agent import evaluate_project
+from .agents.user_agent import latest_user_agent_report, run_user_agent
 from .agents.validation_agent import validate_project
 from .paths import ensure_inside
 from .progress import progress_from_log_path
@@ -301,6 +302,16 @@ def api_agent_evaluate() -> dict:
     return evaluate_project()
 
 
+@app.get("/api/agents/user/latest")
+def api_agent_user_latest() -> dict:
+    return latest_user_agent_report()
+
+
+@app.post("/api/agents/user")
+def api_agent_user() -> dict:
+    return run_user_agent()
+
+
 @app.get("/api/agents/validate")
 def api_agent_validate(
     run_build: bool = False,