Automation Kernel

Kind: algorithm

Record: algorithms:automation-kernel

Canonical: Algorithms

Closure: Dependencies in load order

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.

Listed in Algorithm contracts, after Automation Completion Status and before <Automation Concern>.

Domain

• Automation

Tier

• process

Principle

• Convention over Configuration

Composes

• Capability Degradation
• Scalability Projection
• Dynamic Extension Architecture
• Knowledge Capture
• Entry Point Migration
• Automation Completion Status

Grounds

• derivation-loop

Derivation

• Automation Operation Mode
• Automation Opportunity Detection
• Intentional Static Separation
• Automation Priority Ordering
• Convention Strength Analysis
• Architecture Validation Before Persistence
• Automation Session Report

Math type

• Computation

Force

• Contract compatibility
• Correctness verification
• Performance scaling
• Resilience recovery
• Runtime extensibility
• Streaming dataflow

Linked from

• Metadata / Self-Description / Declarative Systems
• Automation
• The mathematics
• Domain tiers
• The forces