loop-architect

To design autonomous agent workflows that stop automatically, you need a loop contract with measurable verification gates and explicit hard stops. This prevents agents from drifting or running forever by requiring persistent state tracking and no-progress safeguards.

The best way to automate background maintenance tasks with Claude Code is to use primitive execution patterns like polling loops, routines, or dispatch queues. You must define goal contracts with clear state tracking to ensure reliable unattended execution.

Setting up verification gates for unattended Droid routines requires defining measurable success criteria within a loop contract. The contract specifies runtime-specific execution primitives and no-progress safeguards to halt routines if the same failure repeats.

You should use a loop contract for scheduled agent tasks when a recurring workflow passes loop qualification and is worth automating. Contracts are essential for long-running maintenance, dispatch queues, and event-driven automation to prevent infinite runtime.

To add a recovery path to an autonomous coding loop, the loop contract must include state tracking and no-progress safeguards. These mechanisms detect repeating failures and trigger explicit hard stops, preventing the agent from endlessly retrying the same error.

Yes, loop-architect works with event-driven automation and dispatch queues by selecting the appropriate primitive execution pattern for Claude Code or Droid. It generates copy-pasteable prompts with measurable gates and persistent state tracking for these workflows.