Behavioral Loop Detection Overview Detects when an agent is stuck in a repetitive action loop by maintaining a rolling 20-action history window. Compares recent actions using normalized similarity scoring and applies escalating interventions before the agent wastes tokens or blocks progress. Designed for any agentic context — browser automation, file editing, API calls, or multi-step orchestration — not tied to any specific tool type. When to Use Invoke this skill when: - An agent task has been running for more than 10 steps without clear progress - The same tool is being called repeatedly wi…