migrate-research

What problem does it solve?

Citum migration can produce formatting and data-mapping differences compared to high-fidelity reference outputs, and this Skill reduces that gap by running an evidence-driven loop of converter code changes and validation.

Core Features & Use Cases

• Autonomous converter improvement loop: Iterates on Rust code in the citum-migrate crate to raise fidelity, measuring outcomes across a priority style corpus.
• Failure-pattern clustering with classification: Groups observed mismatches into clusters, classifies root causes (converter vs. style vs. processor vs. adjudication), and targets fixes accordingly.
• Evidence-based guardrails and reporting: Validates changes with cargo nextest, keeps improvements, and reverts failures while producing a decision-quality report.

Quick Start

Run the migrate-research workflow to iteratively enhance citum-migrate fidelity for the highest-priority migration issues until a stop or escalation verdict is reached.