domains / families / agent-tooling / autonomous-task-runner

autonomous-task-runner

separate

Persistent task queue system. Users add tasks at any time via natural language; tasks are stored in a single persistent queue file and executed asynchronously via subagents. A heartbeat/cron dispatcher wakes periodically to check pending tasks, spawn workers, and report completions. The system never "finishes" — it always remains ready for the next task.

When to use

• Adding tasks via natural language
• Managing a persistent task queue
• Executing tasks asynchronously via subagents
• Dispatching pending tasks on heartbeat or cron
• Reporting task completions
• Handling task control commands like skip, retry, or cancel
• Checking task status and queue contents

When not to use

• Pure single-question lookups answered in one sentence
• Scheduling-only requests with no actual task
• Single web search requests
• Heartbeat systemEvent triggers (handled by DISPATCHER mode)

Skill page

Source