![Screenshot of the SAM (Simple Agent Manager) chat interface. A green system message labeled "[SAM Orchestrator Check-In]" warns that the task appears to have stalled due to several minutes of inactivity. It instructs the agent to send a brief progress update and continue working if unfinished, call complete_task() if finished, or request_human_input() if assistance is needed, warning that otherwise the task will be marked as failed. Below it, the assistant replies: "The work is finished: PR #1436 was pushed, checked, and merged successfully. I'm sending the final SAM task completion signal now so the orchestrator does not mark it stalled." At the bottom is a collapsed tool invocation labeled "Tool: sam-mcp/complete_task" with a green success indicator, showing that the completion signal was sent. The left sidebar displays a list of previous chat sessions.](https://pbs.twimg.com/media/HL9lIUHXwAA2v9B.jpg?name=small&format=webp)
ALT Screenshot of the SAM (Simple Agent Manager) chat interface. A green system message labeled "[SAM Orchestrator Check-In]" warns that the task appears to have stalled due to several minutes of inactivity. It instructs the agent to send a brief progress update and continue working if unfinished, call complete_task() if finished, or request_human_input() if assistance is needed, warning that otherwise the task will be marked as failed. Below it, the assistant replies: "The work is finished: PR #1436 was pushed, checked, and merged successfully. I'm sending the final SAM task completion signal now so the orchestrator does not mark it stalled." At the bottom is a collapsed tool invocation labeled "Tool: sam-mcp/complete_task" with a green success indicator, showing that the completion signal was sent. The left sidebar displays a list of previous chat sessions.
![Screenshot of the SAM (Simple Agent Manager) chat interface. A green system message labeled "[SAM Orchestrator Check-In]" warns that the task appears to have stalled due to several minutes of inactivity. It instructs the agent to send a brief progress update and continue working if unfinished, call complete_task() if finished, or request_human_input() if assistance is needed, warning that otherwise the task will be marked as failed. Below it, the assistant replies: "The work is finished: PR #1436 was pushed, checked, and merged successfully. I'm sending the final SAM task completion signal now so the orchestrator does not mark it stalled." At the bottom is a collapsed tool invocation labeled "Tool: sam-mcp/complete_task" with a green success indicator, showing that the completion signal was sent. The left sidebar displays a list of previous chat sessions.](https://pbs.twimg.com/media/HL9lIUHXwAA2v9B.jpg?name=small&format=webp)
ALT Screenshot of the SAM (Simple Agent Manager) chat interface. A green system message labeled "[SAM Orchestrator Check-In]" warns that the task appears to have stalled due to several minutes of inactivity. It instructs the agent to send a brief progress update and continue working if unfinished, call complete_task() if finished, or request_human_input() if assistance is needed, warning that otherwise the task will be marked as failed. Below it, the assistant replies: "The work is finished: PR #1436 was pushed, checked, and merged successfully. I'm sending the final SAM task completion signal now so the orchestrator does not mark it stalled." At the bottom is a collapsed tool invocation labeled "Tool: sam-mcp/complete_task" with a green success indicator, showing that the completion signal was sent. The left sidebar displays a list of previous chat sessions.








