agent-autonomy-kit

To keep a coding agent working autonomously without repeated prompting, you build a proactive task queue with Ready, In Progress, Blocked, and Done states. A heartbeat loop then lets the agent self-assign the next task and sustain continuous operation.

A proactive heartbeat workflow is a regular check-in loop for continuous agent operation. It prioritizes urgent human messages first, then automatically assigns the next Ready task from the queue when nothing is blocking, sustaining overnight and long-running work.

To track blocked items in an autonomous task queue, you organize tasks into distinct status sections for Ready, In Progress, Blocked, and Done. This visibility allows the heartbeat workflow to skip stalled work and continue meaningful tasks until unblocked.

Yes, you can run overnight batch work by wiring a heartbeat loop into a continuous operation task queue. The agent prioritizes urgent human messages, processes remaining Ready tasks, and generates ongoing logging or reporting for daily progress updates.

The best way to set up task discovery for long-running agent workflows is to create a prioritized task queue and maintain it continuously. The heartbeat loop checks for new Ready work, ensuring the agent always knows what to do next without idle time.

Your proactive workflow agent stops processing tasks when idle because it lacks a queue-based heartbeat loop to drive continuous operation. Without ongoing logging, status tracking, and self-assignment for Ready items, the agent waits for repeated manual prompts.