KINTSUGI GPU & Quality Priority

This skill establishes non-negotiable processing principles for high-precision scientific imaging within the KINTSUGI framework. It prevents 'fast mode' shortcuts that compromise data integrity, mandates GPU usage for all computations to ensure consistency, and provides implementation patterns that remove CPU fallback options. It is specifically designed for researchers and developers working on multiplex immunofluorescence or any domain where quantification accuracy is more critical than processing speed, ensuring that errors do not compound through complex analysis pipelines.

Key Features

Use Cases