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

Listed in [Algorithm contracts](https://banes-lab.com/api/records/algorithms.md), after [Completion Truthfulness](https://banes-lab.com/records/algorithms/pattern-distillation-completion-truthfulness.md) and before [<Pattern Distillation Concern>](https://banes-lab.com/records/algorithms/pattern-distillation-concern.md).

## Domain

- [Pattern distillation](https://banes-lab.com/records/algorithms-domain/pattern-distillation.md)

## Tier

- [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md)

## Principle

- [Premature Abstraction](https://banes-lab.com/records/architecture/premature-abstraction.md)

## Composes

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

## Composed by

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

## Grounds

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

## Derivation

- [Behavioral Signature Extraction](https://banes-lab.com/records/algorithms/behavioral-signature-extraction.md)
- [Anti-Pattern Priority Matrix](https://banes-lab.com/records/algorithms/anti-pattern-priority-matrix.md)
- [Migration Ordering](https://banes-lab.com/records/algorithms/migration-ordering.md)
- [Backup-Verified Migration](https://banes-lab.com/records/algorithms/backup-verified-migration.md)
- [Anti-Pattern Elimination Verification](https://banes-lab.com/records/algorithms/anti-pattern-elimination-verification.md)
- [Pattern Distillation History](https://banes-lab.com/records/algorithms/pattern-distillation-history.md)
- [Completion Truthfulness](https://banes-lab.com/records/algorithms/pattern-distillation-completion-truthfulness.md)

## Math type

- [Computation](https://banes-lab.com/records/reasoning/math-type-computation.md)

## Force

- [Correctness verification](https://banes-lab.com/records/force/correctness-verification.md)
- [Modularity](https://banes-lab.com/records/force/modularity.md)
- [Runtime extensibility](https://banes-lab.com/records/force/runtime-extensibility.md)
- [Semantic consistency](https://banes-lab.com/records/force/semantic-consistency.md)

## Linked from

- [Anti-patterns](https://banes-lab.com/ontology/principles/architecture-category-anti-patterns.md)
- [Pattern distillation](https://banes-lab.com/ontology/algorithms/algorithms-domain-pattern-distillation.md)
- [Quality engine](https://banes-lab.com/ontology/algorithms/algorithms-domain-quality-engine.md)
- [The mathematics](https://banes-lab.com/ontology/reasoning/the-mathematics.md)
- [Domain tiers](https://banes-lab.com/ontology/schema/the-vocabulary-domain-tier.md)
- [The forces](https://banes-lab.com/ontology/schema/the-forces.md)