openclaw-autonomy-audit

To audit agent autonomy readiness, this Skill examines SOUL.md, HEARTBEAT.md, AGENTS.md, cron jobs, and daemon configurations to identify gaps in scheduling, decision logic, error handling, and monitoring, producing a scored remediation plan.

An agent autonomy audit checks configuration files like SOUL.md and AGENTS.md for gaps in scheduling, decision logic, process management, error handling, and monitoring to determine if the agent can operate independently.

Your automated agent likely fails due to gaps in scheduling, decision logic, process management, error handling, or monitoring. An autonomy audit identifies these specific deficiencies and provides a prioritized remediation plan to fix them.

You score agent self-directed reliability by assessing five critical layers: Scheduling, Decision Logic, Process Management, Error Handling, and Monitoring. The audit examines daemon configurations and cron jobs to produce a scored assessment.

Yes, you can use this audit to diagnose cron jobs and daemon workflows. It examines these configurations to pinpoint specific deficiencies in process management and error handling that hinder autonomous operation, providing a clear plan to fix them.

The best way to identify gaps preventing independent operation is to run an autonomy audit that examines SOUL.md, HEARTBEAT.md, and daemon configurations, scoring the agent across five critical layers to produce a prioritized remediation plan.