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-kitAgent Autonomy Kit
Transform your agent from reactive to proactive.
Quick Start
- Create
tasks/QUEUE.mdwith Ready/In Progress/Blocked/Done sections - Update
HEARTBEAT.mdto pull from queue and do work - Set up cron jobs for overnight work and daily reports
- 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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