loop-runtime-monitor

What problem does it solve?

This Skill watches a running agent loop from the outside and tells you when it has stopped making real progress, started churning repairs, or is about to run out of budget.

Core Features & Use Cases

• Stall Detection: Spots repeated work on the same task with no measurable score improvement.
• Repair Churn Detection: Flags repair attempts that keep failing without improving the loop's best score.
• Budget Watch: Detects when a numeric budget axis reaches zero or below and escalates to a human approval step.
• Operational Recommendation: Returns one clear next move such as continue, replan, revert, approval, or terminate.
• Use Case: A long-running coding agent appears busy but keeps repeating the same task; this Skill helps you intervene before the run burns the remaining budget.

Quick Start

Ask this Skill to monitor a loop directory and report whether the run is still progressing, what signal fired, and what intervention you should take next.