refinery

Iterative refinement automates scoring, diagnosing, rewriting, and re-scoring artifacts until quality thresholds are met. It reads analyst reviews and prior refinery logs to generate concrete improvement targets and ensure deterministic progress.

Run an automated rewrite and review loop after a REVISE verdict from an analyst or when output quality falls below the 8/10 target. This drives convergence by applying targeted improvements based on prior diagnostic history.

Artifact scoring evaluates work across defined dimensions, diagnoses root causes of low scores, and applies rewrites. It verifies progress by re-scoring the updated artifact to ensure quality metrics improve toward the target threshold.

Prior analyst reviews from system/reviews are required to guide targeted improvements during the refinement loop. The process also reads system/refinery-log.md to track iteration history and ensure deterministic convergence toward the quality threshold.

To reduce friction in iterative quality assurance, automate the convergence loop of scoring, diagnosing, and rewriting. This ensures deterministic progress toward the 8/10 target without manual intervention for each revision cycle.

Output quality may fail to converge if root causes are not properly diagnosed before rewriting. The refinery loop reads prior history and analyst reviews to apply targeted improvements, ensuring that re-scoring verifies actual progress toward the threshold.