# Automation Kernel

> Load configuration, verify capabilities, initialize knowledge, detect static patterns, classify automation opportunity, analyze conventions, assess scale and performance, design dynamic architecture, optionally implement, validate, update knowledge, and report.

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

Listed in [Algorithm contracts](https://banes-lab.com/api/records/algorithms.md), after [Automation Completion Status](https://banes-lab.com/records/algorithms/automation-completion-status.md) and before [<Automation Concern>](https://banes-lab.com/records/algorithms/automation-concern.md).

## Domain

- [Automation](https://banes-lab.com/records/algorithms-domain/automation.md)

## Tier

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

## Principle

- [Convention over Configuration](https://banes-lab.com/records/architecture/convention-over-configuration.md)

## Composes

- [Capability Degradation](https://banes-lab.com/records/algorithms/capability-degradation.md)
- [Scalability Projection](https://banes-lab.com/records/algorithms/scalability-projection.md)
- [Dynamic Extension Architecture](https://banes-lab.com/records/algorithms/dynamic-extension-architecture.md)
- [Knowledge Capture](https://banes-lab.com/records/algorithms/knowledge-capture.md)
- [Entry Point Migration](https://banes-lab.com/records/algorithms/entry-point-migration.md)
- [Automation Completion Status](https://banes-lab.com/records/algorithms/automation-completion-status.md)

## Grounds

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

## Derivation

- [Automation Operation Mode](https://banes-lab.com/records/algorithms/automation-operation-mode.md)
- [Automation Opportunity Detection](https://banes-lab.com/records/algorithms/automation-opportunity-detection.md)
- [Intentional Static Separation](https://banes-lab.com/records/algorithms/intentional-static-separation.md)
- [Automation Priority Ordering](https://banes-lab.com/records/algorithms/automation-priority-ordering.md)
- [Convention Strength Analysis](https://banes-lab.com/records/algorithms/convention-strength-analysis.md)
- [Architecture Validation Before Persistence](https://banes-lab.com/records/algorithms/architecture-validation-before-persistence.md)
- [Automation Session Report](https://banes-lab.com/records/algorithms/automation-session-report.md)

## Math type

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

## Force

- [Contract compatibility](https://banes-lab.com/records/force/contract-compatibility.md)
- [Correctness verification](https://banes-lab.com/records/force/correctness-verification.md)
- [Performance scaling](https://banes-lab.com/records/force/performance-scaling.md)
- [Resilience recovery](https://banes-lab.com/records/force/resilience-recovery.md)
- [Runtime extensibility](https://banes-lab.com/records/force/runtime-extensibility.md)
- [Streaming dataflow](https://banes-lab.com/records/force/streaming-dataflow.md)

## Linked from

- [Metadata / Self-Description / Declarative Systems](https://banes-lab.com/ontology/principles/architecture-category-metadata-self-description-declarative-systems.md)
- [Automation](https://banes-lab.com/ontology/algorithms/algorithms-domain-automation.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)