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

## composes

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

## grounds

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