refinery

What problem does it solve?

Convergence loop that turns imperfect work into high-quality outcomes by scoring, diagnosing, rewriting, and re-scoring until quality thresholds are met. It reads analyst reviews and prior refinery history to guide targeted improvements, ensuring deterministic progress.

Core Features & Use Cases

• Reads the latest analyst reviews from system/reviews/* and prior refinery logs to generate concrete improvement targets.
• Scores artifacts across defined dimensions, diagnoses root causes, applies rewrites, and re-scores to verify progress.
• Use Case: after a REVISE verdict or when output quality is below 8/10, run the refinery loop to converge toward the threshold.

Quick Start

Run the refinery loop on the artifact that needs improvement to iteratively converge its quality.