loop-detectorlisted
Install: claude install-skill ihabkhaled/AI-Psychiatry
# Loop Detector
## Core principle
Detect semantic repetition, not only identical syntax; high activity plus flat outcome is probable livelock.
## Procedure
1. List recent actions and their intended evidence.
2. Group semantically equivalent actions.
3. Compare completed requirements, removed blockers, and newly passing tests.
4. Mark repeated actions that added no information.
5. Identify retry, tool, edit-revert, critic, replan, context, or oscillation patterns.
6. Trigger attention or strategy recovery at the configured threshold.
## Required output
Loop type, repeated strategy, unchanged outcome, threshold, and recovery action.
## Limits
Same strategy 3; critics 2; context reloads 2; stalled cycles 4.
## Common mistakes
Do not call renamed commands or alternate tools meaningful novelty when they test the same hypothesis.
## Stop condition
Stop when repetition is interrupted and a materially different bounded action is selected.