ralph-wiggum-loop

Automating long-running background tasks requires persisting task state and re-injecting continuation prompts until completion criteria are met. This Skill tracks task state continuously to ensure autonomous completion without human intervention.

Task persistence tracks state by monitoring file presence, status markers, or custom criteria to detect completion. It automatically re-injects continuation prompts when needed to keep the autonomous loop running until the task finishes.

Running autonomous task completion loops requires aiohttp, sqlite3, watchdog, and aiologger. These dependencies handle task tracking, file monitoring, state persistence, and asynchronous logging for the automated background processes.

Background task automation safety controls include maximum iteration limits and emergency stop capabilities. These constraints prevent infinite loops and ensure autonomous tasks fail safely if completion criteria are never met.

To start a task, first register it using the register_task function, then call start_task. The Skill automatically manages the background task execution, persisting state and tracking progress until the task completes or fails.

Tracking monthly invoice processing in the background is best handled by autonomous task loops that persist state and detect completion via file markers. This approach ensures repetitive report generation finishes without manual oversight.