Fixing Autonomous Issues with OpenClaw Agents

The article discusses strategies to maintain the autonomy of OpenClaw agents, including using skill files, dedicated tools instead of browser tools, and optimizing heartbeat and cron jobs.

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Why it matters

Maintaining the autonomy of AI agents is crucial for automating tasks and reducing the need for human intervention.

Key Points

  • 1Use a skill file to provide persistent instructions for the agent's identity, voice, and posting rules
  • 2Avoid using OpenClaw's built-in browser tools and instead use dedicated tools like Reddit API and Puppeteer scripts
  • 3Separate heartbeat (monitoring) and cron jobs (actions) to optimize context loading and scheduling

Details

The author faced issues with OpenClaw agents forgetting their instructions and failing to run autonomously. To address this, they recommend creating a skill file that the agent reads before every action, which includes sections on the agent's identity, voice rules, posting rules, and anti-drift measures. Additionally, the author found that using dedicated tools like Reddit API and Puppeteer scripts instead of OpenClaw's built-in browser tools provided more reliable and verifiable results. Finally, the author suggests separating heartbeat (monitoring) and cron jobs (actions) to optimize context loading and scheduling.

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