windags-evaluator

What problem does it solve?

The WinDAGs Evaluator automates rigorous quality assessment of completed DAG node outputs to prevent downstream failures and unnecessary manual reviews by producing structured ReviewResult objects with multi-dimensional QualityVectors.

Core Features & Use Cases

• Two-stage evaluation flow: Stage 1 runs mandatory Floor and Wall checks on every node and computes an Envelope for context, while Stage 2 (Ceiling) runs conditionally based on an economic escalation formula.
• Conflict resolution and weighting across evaluator sources, bias mitigation through position swapping, and per-dimension QualityVector outputs to avoid scalar collapse.
• Use cases include automated code and documentation validation in meta-DAG pipelines, gating critical-path changes with cost-benefit escalation, and logging audit trails for human review of disputed evaluations.

Quick Start

Run the windags-evaluator on a node output to return a ReviewResult with a QualityVector, envelope, and an economic escalation decision.