# Pattern Distiller Kernel

> Initialize an analysis workspace, read registry baselines, partition semantic domains, extract behavioral signatures, detect anti-patterns, prioritize them, evaluate abstraction boundaries, compose base schematics, migrate targets, verify elimination, update registries, calculate ROI, and persist history.

Record: `algo:pattern-distiller-kernel`
Kind: pattern-distillation
Canonical: https://banes-lab.com/ontology/algorithms#algo-pattern-distiller-kernel
Closure: https://banes-lab.com/json/records/algo/pattern-distiller-kernel/closure

## composes

- [Analysis Workspace](https://banes-lab.com/records/algo/analysis-workspace.md)
- [Registry Baseline](https://banes-lab.com/records/algo/registry-baseline.md)
- [Compliance Gap](https://banes-lab.com/records/algo/compliance-gap.md)
- [Semantic Domain Partitioning](https://banes-lab.com/records/algo/semantic-domain-partitioning.md)
- [Cross-Class Pattern Detection](https://banes-lab.com/records/algo/cross-class-pattern-detection.md)
- [Anti-Pattern Classification](https://banes-lab.com/records/algo/anti-pattern-classification.md)
- [Base-Class Candidate Selection](https://banes-lab.com/records/algo/base-class-candidate-selection.md)
- [Base Schematic Composition](https://banes-lab.com/records/algo/base-schematic-composition.md)
- [Registry Regeneration](https://banes-lab.com/records/algo/registry-regeneration.md)
- [Distillation Metrics](https://banes-lab.com/records/algo/distillation-metrics.md)

## composed-by

- [Custom-Rule Derivation](https://banes-lab.com/records/algo/custom-rule-derivation.md)

## grounds

- [derivation-loop](https://banes-lab.com/records/reason/loop-derivation-loop.md)