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Agent Autonomy Kit

Stop waiting for prompts. Keep working.

ryancampbell

@ryancampbell

What This Skill Does

Transforms an AI agent from a prompt-driven tool into a self-directed worker by using a task queue and heartbeat system. The agent reads tasks from QUEUE.md, executes them, and logs progress in HEARTBEAT.md, enabling continuous operation without manual intervention.

Replaces the need for constant human prompting by enabling the agent to autonomously pull and execute tasks from a queue.

When to Use It

  • Set up overnight batch processing of routine data tasks
  • Automate daily report generation and delivery
  • Run continuous monitoring and alerting workflows
  • Process a backlog of pending tasks without manual kickoff
  • Maintain a persistent agent that works on long-running projects

Install

$ openclaw skills install @ryancampbell/agent-autonomy-kit

Agent Autonomy Kit

Transform your agent from reactive to proactive.

Quick Start

  1. Create tasks/QUEUE.md with Ready/In Progress/Blocked/Done sections
  2. Update HEARTBEAT.md to pull from queue and do work
  3. Set up cron jobs for overnight work and daily reports
  4. Watch work happen without prompting

Key Concepts

  • Task Queue — Always have work ready
  • Proactive Heartbeat — Do work, don't just check
  • Continuous Operation — Work until limits hit

See README.md for full documentation.

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