# The algo records whose domain is automation This index as JSON: https://banes-lab.com/json/api/facets/algo/domain/automation ## Entries - [Static-to-Dynamic Readiness](https://banes-lab.com/records/algo/static-to-dynamic-readiness.md): Detect static implementation patterns, classify whether they are intentional or problematic, measure maintainability pressure, verify convention strength, and automate only when stability or fallback exists. - [Runtime-Neutral Automation Boundary](https://banes-lab.com/records/algo/runtime-neutral-automation-boundary.md): Express discovery, reading, searching, validation, persistence, and reporting as semantic operations, then delegate concrete mechanics to runtime adapters. - [Automation Operation Mode](https://banes-lab.com/records/algo/automation-operation-mode.md): Detect operation mode, bind allowed actions, prohibit source mutation outside implementation mode, and emit analysis, design, implementation, or validation artifacts accordingly. - [Capability Degradation](https://banes-lab.com/records/algo/capability-degradation.md): Declare required capabilities, probe availability, emulate missing behavior where safe, disclose unavailable capability, and downgrade confidence or block dependent operations. - [Automation Opportunity Detection](https://banes-lab.com/records/algo/automation-opportunity-detection.md): Search target scope for manual registries, hardcoded references, static lists, and duplicated discovery logic; then classify each finding with count, location, role, and maintenance signal. - [Intentional Static Separation](https://banes-lab.com/records/algo/intentional-static-separation.md): For each static pattern, compare size, frequency, stability, and risk; classify small or stable patterns as intentionally static candidates instead of automation debt. - [Breaking Point Calculation](https://banes-lab.com/records/algo/breaking-point-calculation.md): Measure current item count, estimate growth rate, compare against cognitive and maintenance limits, compute time or units until threshold breach, and assign severity. - [Automation Priority Ordering](https://banes-lab.com/records/algo/automation-priority-ordering.md): Convert breaking points into urgency scores using severity, projected time-to-break, affected scope, and expected maintenance cost, then sort candidate migrations. - [Convention Strength Analysis](https://banes-lab.com/records/algo/convention-strength-analysis.md): Discover related resources, extract naming tokens and organization patterns, calculate consistency percentages, and mark auto-discovery readiness only when convention strength passes threshold. - [Extension Interface Discovery](https://banes-lab.com/records/algo/extension-interface-discovery.md): Search for inheritance, composition, shared method contracts, and shared schema contracts; group similar implementations; infer interface candidates when implementation count exceeds threshold. - [Scalability Projection](https://banes-lab.com/records/algo/scalability-projection.md): Measure current resource counts, project tenfold and hundredfold growth, assess manual maintenance feasibility, and identify where dynamic discovery becomes necessary. - [Performance-Aware Discovery Design](https://banes-lab.com/records/algo/performance-aware-discovery-design.md): Estimate discovery and loading cost, compare large-scale cost against performance targets, introduce caching only when justified, and record failure modes. - [Dynamic Extension Architecture](https://banes-lab.com/records/algo/dynamic-extension-architecture.md): Infer extension contracts, define discovery conventions, validate discovered implementations against the contract, preserve manual registration fallback, and report discovered, skipped, failed, and manual items. - [Centralized Reference Resolver](https://banes-lab.com/records/algo/centralized-reference-resolver.md): Group duplicated hardcoded references, derive resolver names, define scope-safe resolution rules, provide configuration override fallback, and map each old reference to a resolver migration. - [Cache Invalidation Strategy](https://banes-lab.com/records/algo/cache-invalidation-strategy.md): Define cache keys by scope, convention, adapter version, and implementation identity; invalidate by resource change, explicit request, time expiry, or implementation version change. - [Manual Fallback Preservation](https://banes-lab.com/records/algo/manual-fallback-preservation.md): Keep explicit registration paths for non-conforming or exceptional implementations, order manual entries deterministically, and report manual items separately from auto-discovered items. - [Dynamic Failure Isolation](https://banes-lab.com/records/algo/dynamic-failure-isolation.md): On individual discovery, loading, or validation failure, isolate the failing item, continue with valid items where safe, and report the failed item with reason. - [Entry Point Migration](https://banes-lab.com/records/algo/entry-point-migration.md): Locate composition roots, identify manual registrations and hardcoded references, compose updates that use discovery registries and centralized resolvers, and apply only in implementation mode. - [Measured-vs-Estimated Validation](https://banes-lab.com/records/algo/measured-vs-estimated-validation.md): Run validation when execution is available; otherwise estimate from static evidence, label the result as estimated, and never report estimated performance as measured. - [Architecture Validation Before Persistence](https://banes-lab.com/records/algo/architecture-validation-before-persistence.md): Validate generated contracts, registries, resolvers, plans, and entry point updates against schemas and architectural rules before saving or modifying any artifact. - [Knowledge Capture](https://banes-lab.com/records/algo/knowledge-capture.md): Load or initialize the automation knowledge base, merge new detections, conventions, scalability concerns, architecture designs, migration history, and validation outcomes, then persist when capability exists. - [Automation Session Report](https://banes-lab.com/records/algo/automation-session-report.md): Summarize detected patterns, convention readiness, scalability pressure, dynamic architecture, generated artifacts, implementation status, measured versus estimated validation, and limitations. - [Automation Completion Status](https://banes-lab.com/records/algo/automation-completion-status.md): Mark the static-to-dynamic automation complete only when convention strength passed, a manual fallback is preserved, performance and architecture validation passed with measured provenance, and any degraded capability is disclosed; otherwise report planned-only or blocked. - [Automation Kernel](https://banes-lab.com/records/algo/automation-kernel.md): 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. - [](https://banes-lab.com/records/algo/automation-concern.md): → → → → → → →