feat: implement NotificationReaderAgent to pre-screen Gitea notifications

core/orchestrator.py

@@ -14,6 +14,9 @@ from gitea.models import IssueModel, PullRequestModel, RepositoryModel
 from gitea.tools.gitea_tools import GiteaTools
 from gitea.config import AGENT_MODEL_ID, AGENT_MAX_RETRIES
 from gitea.workspace import WorkspaceManager
+from core.factory import AgentFactory
+from core.notification_tools import NotificationTools
+from core.notification_agent import NotificationNoToolCalledError
 
 logger: logging.Logger = logging.getLogger("agent-orchestrator")
 
@@ -33,6 +36,9 @@ class AgentOrchestrator:
         self._model_name = model_name
         self._work_queue = WorkQueue()
         self._dispatcher = AgentDispatcher(client, tools, model_name, max_retries)
+        self._notification_reader = AgentFactory.create_notification_reader_agent(model_name)
+        self._max_retries = max_retries
+
 
     def _get_state_file_path(self) -> Path:
         """Get the path to the persistent state file."""
@@ -74,6 +80,13 @@ class AgentOrchestrator:
 
         # Filter and enqueue tasks from notifications
         latest_timestamp = last_checked
+        inspection_tools = [
+            self._tools.get_issue,
+            self._tools.get_pull_request,
+            self._tools.get_issue_comments,
+            self._tools.get_pull_request_comments,
+        ]
+
         for n in notifications:
             notification_id = n.get("id")
             subject = n.get("subject") or {}
@@ -97,7 +110,41 @@ class AgentOrchestrator:
                 logger.warning(f"Could not parse task number from subject URL: {subj_url}")
                 continue
 
-            if subj_type == "issue":
+            # Run NotificationReaderAgent to pre-screen the notification
+            mission = (
+                f"Analyze Gitea notification ID {notification_id}.\n"
+                f"Repository: {repo_full_name}\n"
+                f"Subject Type: {subj_type}\n"
+                f"Task Number: {task_number}\n"
+                f"Please decide if we should process or skip this notification."
+            )
+            notification_tools = NotificationTools()
+            attempt = 0
+            attempt_limit = self._max_retries
+            success = False
+            while attempt < attempt_limit:
+                attempt += 1
+                try:
+                    await self._notification_reader.decide_notification(
+                        mission,
+                        inspection_tools,
+                        notification_tools
+                    )
+                    success = True
+                    break
+                except NotificationNoToolCalledError as e:
+                    logger.error(f"Notification reader error on notification {notification_id} (attempt {attempt}/{attempt_limit}): {e}")
+
+            if not success or notification_tools.action == "SKIP":
+                reason = notification_tools.arguments.get("reason", "Failed to call routing tool / default skip")
+                logger.info(f"Skipping notification {notification_id} for {repo_full_name}#{task_number}. Reason: {reason}")
+                if notification_id is not None:
+                    self._client.mark_notification_as_read(notification_id)
+                    logger.info(f"Marked skipped Gitea notification thread {notification_id} as read.")
+                continue
+
+            # Route based on decided action
+            if notification_tools.action == "PROCESS_ISSUE":
                 try:
                     issue = self._client.get_issue(owner, repo_name, task_number)
                     if issue.repository is None:
@@ -114,7 +161,7 @@ class AgentOrchestrator:
                     self._work_queue.enqueue(item)
                 except Exception as e:
                     logger.error(f"Failed to fetch issue #{task_number} for notification: {e}")
-            elif subj_type in ("pull", "pullrequest"):
+            elif notification_tools.action == "PROCESS_PR":
                 try:
                     pr = self._client.get_pull_request(owner, repo_name, task_number)
                     if pr.repository is None:
@@ -132,6 +179,7 @@ class AgentOrchestrator:
                 except Exception as e:
                     logger.error(f"Failed to fetch PR #{task_number} for notification: {e}")
 
+
         # Process enqueued work
         if not self._work_queue.is_empty:
             await self._process_work()