dag-iteration-detector

What problem does it solve?

DAG-based task pipelines often waste time and resources when outputs require rework. The dag-iteration-detector identifies when to re-execute tasks by analyzing quality signals, validation results, confidence scores, and explicit feedback, and it guides the subsequent iteration strategy.

Core Features & Use Cases

• Detects when re-execution is needed based on validation failures, low confidence, missing requirements, or explicit feedback.
• Chooses between retry, refinement, expansion, or escalation strategies and manages iteration budgets for safe, bounded execution.
• Integrates with dag-dynamic-replanner and dag-convergence-monitor to close the feedback loop.

Quick Start

Run the detector on a completed task to receive an explicit iteration decision and recommended strategy.