# The axes

> Each reasoning axis is a typed, terminating question on one layer, listed with the nodes a run may select on it and the contracts positioned on it.

Page: Ontology · Reasoning
Canonical: https://banes-lab.com/ontology/reasoning#the-axes

Each reasoning axis is a typed, terminating question on one layer, listed with the nodes a run may select on it and the contracts positioned on it.

### ontology

- Layer: [epistemic](https://banes-lab.com/records/reason/layer-epistemic.md)
- Mandatory: when-relevant
- Math type: [set-theory](https://banes-lab.com/records/reason/math-type-set-theory.md)
- Selectable: yes

Details

Question
What is it?

Nodes
[ont-identity](https://banes-lab.com/records/reason/node-ont-identity.md), [ont-composition](https://banes-lab.com/records/reason/node-ont-composition.md), [ont-structure](https://banes-lab.com/records/reason/node-ont-structure.md), [ont-relation](https://banes-lab.com/records/reason/node-ont-relation.md), [ont-space](https://banes-lab.com/records/reason/node-ont-space.md), [ont-time](https://banes-lab.com/records/reason/node-ont-time.md), [ont-state](https://banes-lab.com/records/reason/node-ont-state.md), [ont-change](https://banes-lab.com/records/reason/node-ont-change.md), [ont-behaviour](https://banes-lab.com/records/reason/node-ont-behaviour.md), [ont-function](https://banes-lab.com/records/reason/node-ont-function.md), [ont-cause](https://banes-lab.com/records/reason/node-ont-cause.md), [ont-meaning](https://banes-lab.com/records/reason/node-ont-meaning.md), [ont-scale](https://banes-lab.com/records/reason/node-ont-scale.md), [ont-probability](https://banes-lab.com/records/reason/node-ont-probability.md), [ont-novelty](https://banes-lab.com/records/reason/node-ont-novelty.md)

Contracts
[Evidence-Before-Generation](https://banes-lab.com/records/algo/evidence-before-generation.md), [Semantic Operation Boundary](https://banes-lab.com/records/algo/semantic-operation-boundary.md), [Capability Profile](https://banes-lab.com/records/algo/capability-profile.md), [Domain Cache Validation](https://banes-lab.com/records/algo/domain-cache-validation.md), [Scope Extraction](https://banes-lab.com/records/algo/scope-extraction.md), [Domain Knowledge Base](https://banes-lab.com/records/algo/domain-knowledge-base.md), [DSL Compliance Loading](https://banes-lab.com/records/algo/dsl-compliance-loading.md), [Workspace Configuration Discovery](https://banes-lab.com/records/algo/workspace-configuration-discovery.md), [Runtime-Neutral Automation Boundary](https://banes-lab.com/records/algo/runtime-neutral-automation-boundary.md), [Capability Degradation](https://banes-lab.com/records/algo/capability-degradation.md), [Automation Opportunity Detection](https://banes-lab.com/records/algo/automation-opportunity-detection.md), [Runtime-Agnostic Adapter Boundary](https://banes-lab.com/records/algo/runtime-agnostic-adapter-boundary.md), [Capability Disclosure](https://banes-lab.com/records/algo/capability-disclosure.md), [Iterative Variation Discovery](https://banes-lab.com/records/algo/iterative-variation-discovery.md), [Detection Registry](https://banes-lab.com/records/algo/detection-registry.md), [Orientation Stage](https://banes-lab.com/records/algo/orientation-stage.md), [Authoritative Source Loading](https://banes-lab.com/records/algo/authoritative-source-loading.md), [Trust Anchor](https://banes-lab.com/records/algo/trust-anchor.md), [Intent & Directionality Normalization](https://banes-lab.com/records/algo/intent-directionality-normalization.md), [Skeptical Context Acquisition](https://banes-lab.com/records/algo/skeptical-context-acquisition.md), [Dynamic Discovery Pattern Generation](https://banes-lab.com/records/algo/dynamic-discovery-pattern-generation.md), [Context Initialization](https://banes-lab.com/records/algo/context-initialization.md), [Trust Anchor Declaration](https://banes-lab.com/records/algo/trust-anchor-declaration.md), [Profile Compose](https://banes-lab.com/records/algo/profile-compose.md), [Seed Composition](https://banes-lab.com/records/algo/seed-composition.md), [PAG Document Declaration](https://banes-lab.com/records/algo/pag-document-declaration.md), [Analysis Workspace](https://banes-lab.com/records/algo/analysis-workspace.md), [Registry Baseline](https://banes-lab.com/records/algo/registry-baseline.md), [Taxonomy Jurisdiction](https://banes-lab.com/records/algo/taxonomy-jurisdiction.md), [Coverage Workspace](https://banes-lab.com/records/algo/coverage-workspace.md)

### analysis

- Layer: [epistemic](https://banes-lab.com/records/reason/layer-epistemic.md)
- Mandatory: when-relevant
- Math type: [graph](https://banes-lab.com/records/reason/math-type-graph.md)
- Selectable: yes

Details

Question
How is it to be seen?

Nodes
[ana-structural](https://banes-lab.com/records/reason/node-ana-structural.md), [ana-temporal](https://banes-lab.com/records/reason/node-ana-temporal.md), [ana-spatial](https://banes-lab.com/records/reason/node-ana-spatial.md), [ana-statistical](https://banes-lab.com/records/reason/node-ana-statistical.md), [ana-frequency](https://banes-lab.com/records/reason/node-ana-frequency.md), [ana-sequential](https://banes-lab.com/records/reason/node-ana-sequential.md), [ana-relational](https://banes-lab.com/records/reason/node-ana-relational.md), [ana-behavioural](https://banes-lab.com/records/reason/node-ana-behavioural.md), [ana-functional](https://banes-lab.com/records/reason/node-ana-functional.md), [ana-semantic](https://banes-lab.com/records/reason/node-ana-semantic.md), [ana-causal](https://banes-lab.com/records/reason/node-ana-causal.md), [ana-predictive](https://banes-lab.com/records/reason/node-ana-predictive.md), [ana-anomaly](https://banes-lab.com/records/reason/node-ana-anomaly.md), [ana-evolutionary](https://banes-lab.com/records/reason/node-ana-evolutionary.md), [ana-fractal](https://banes-lab.com/records/reason/node-ana-fractal.md)

Contracts
[Non-Destructive Domain Investigation](https://banes-lab.com/records/algo/non-destructive-domain-investigation.md), [Risk Complexity Reversibility](https://banes-lab.com/records/algo/risk-complexity-reversibility.md), [Existing Pattern Extraction](https://banes-lab.com/records/algo/existing-pattern-extraction.md), [Knowledge Documentation Relevance](https://banes-lab.com/records/algo/knowledge-documentation-relevance.md), [Breaking Point Calculation](https://banes-lab.com/records/algo/breaking-point-calculation.md), [Convention Strength Analysis](https://banes-lab.com/records/algo/convention-strength-analysis.md), [Scalability Projection](https://banes-lab.com/records/algo/scalability-projection.md), [Research Guidance](https://banes-lab.com/records/algo/research-guidance.md), [Tool Calibration](https://banes-lab.com/records/algo/tool-calibration.md), [PAG Keyword Ontology](https://banes-lab.com/records/algo/pag-keyword-ontology.md), [Compliance Gap](https://banes-lab.com/records/algo/compliance-gap.md), [Semantic Domain Partitioning](https://banes-lab.com/records/algo/semantic-domain-partitioning.md), [Behavioral Signature Extraction](https://banes-lab.com/records/algo/behavioral-signature-extraction.md), [Cross-Class Pattern Detection](https://banes-lab.com/records/algo/cross-class-pattern-detection.md), [Behavioral Inconsistency](https://banes-lab.com/records/algo/behavioral-inconsistency.md), [Sequential Chain Duplication](https://banes-lab.com/records/algo/sequential-chain-duplication.md), [Temporal Coupling Detection](https://banes-lab.com/records/algo/temporal-coupling-detection.md), [Relational Graph Duplication](https://banes-lab.com/records/algo/relational-graph-duplication.md), [Causal Wiring Duplication](https://banes-lab.com/records/algo/causal-wiring-duplication.md), [Anomaly Outlier Detection](https://banes-lab.com/records/algo/anomaly-outlier-detection.md), [Conceptual Duplication Detection](https://banes-lab.com/records/algo/conceptual-duplication-detection.md), [Fractal Scale Duplication](https://banes-lab.com/records/algo/fractal-scale-duplication.md), [Path Role Walk](https://banes-lab.com/records/algo/path-role-walk.md), [Surface Grid Walk](https://banes-lab.com/records/algo/surface-grid-walk.md)

### reasoning

- Layer: [epistemic](https://banes-lab.com/records/reason/layer-epistemic.md)
- Mandatory: when-relevant
- Math type: [logic](https://banes-lab.com/records/reason/math-type-logic.md)
- Selectable: yes

Details

Question
Why, and what follows?

Nodes
[rea-observation](https://banes-lab.com/records/reason/node-rea-observation.md), [rea-description](https://banes-lab.com/records/reason/node-rea-description.md), [rea-comparison](https://banes-lab.com/records/reason/node-rea-comparison.md), [rea-classification](https://banes-lab.com/records/reason/node-rea-classification.md), [rea-explanation](https://banes-lab.com/records/reason/node-rea-explanation.md), [rea-prediction](https://banes-lab.com/records/reason/node-rea-prediction.md), [rea-intervention](https://banes-lab.com/records/reason/node-rea-intervention.md), [rea-creation](https://banes-lab.com/records/reason/node-rea-creation.md), [rea-reflection](https://banes-lab.com/records/reason/node-rea-reflection.md)

Contracts
[Principle Extraction](https://banes-lab.com/records/algo/principle-extraction.md), [Phase Validation Requirement](https://banes-lab.com/records/algo/phase-validation-requirement.md), [Validation Strategy Composition](https://banes-lab.com/records/algo/validation-strategy-composition.md), [Hybrid Workflow Orchestration](https://banes-lab.com/records/algo/hybrid-workflow-orchestration.md), [Context Forking Configuration](https://banes-lab.com/records/algo/context-forking-configuration.md), [Verb-Based Execution Classification](https://banes-lab.com/records/algo/verb-based-execution-classification.md), [Workflow Type Document Selection](https://banes-lab.com/records/algo/workflow-type-document-selection.md), [Agent Sequence Definition](https://banes-lab.com/records/algo/agent-sequence-definition.md), [Four-Dimensional Agent Graph](https://banes-lab.com/records/algo/four-dimensional-agent-graph.md), [Workflow Principles Mapping](https://banes-lab.com/records/algo/workflow-principles-mapping.md), [Intentional Static Separation](https://banes-lab.com/records/algo/intentional-static-separation.md), [Extension Interface Discovery](https://banes-lab.com/records/algo/extension-interface-discovery.md), [Performance-Aware Discovery Design](https://banes-lab.com/records/algo/performance-aware-discovery-design.md), [Dynamic Extension Architecture](https://banes-lab.com/records/algo/dynamic-extension-architecture.md), [Pattern Classification](https://banes-lab.com/records/algo/pattern-classification.md), [Refactor Intent Classification](https://banes-lab.com/records/algo/refactor-intent-classification.md), [Architecture Compliance Targeting](https://banes-lab.com/records/algo/architecture-compliance-targeting.md), [Existing Solution Conflict](https://banes-lab.com/records/algo/existing-solution-conflict.md), [Migration Action Mapping](https://banes-lab.com/records/algo/migration-action-mapping.md), [Atomic Refactor Phase](https://banes-lab.com/records/algo/atomic-refactor-phase.md), [Planning Stage](https://banes-lab.com/records/algo/planning-stage.md), [Principle Activation](https://banes-lab.com/records/algo/principle-activation.md), [Protocol Semantic Selection](https://banes-lab.com/records/algo/protocol-semantic-selection.md), [Phase Decomposition](https://banes-lab.com/records/algo/phase-decomposition.md), [Four-Dimensional Phase Graph](https://banes-lab.com/records/algo/four-dimensional-phase-graph.md), [Dependency Linearization](https://banes-lab.com/records/algo/dependency-linearization.md), [Severity Assignment](https://banes-lab.com/records/algo/severity-assignment.md), [Loop Class Labeling](https://banes-lab.com/records/algo/loop-class-labeling.md), [Violation Classification](https://banes-lab.com/records/algo/violation-classification.md), [PAG Node Decomposition](https://banes-lab.com/records/algo/pag-node-decomposition.md), [PAG Structure Declaration](https://banes-lab.com/records/algo/pag-coordination-construct.md), [PAG Ambiguity Reduction](https://banes-lab.com/records/algo/pag-ambiguity-reduction.md), [Anti-Pattern Classification](https://banes-lab.com/records/algo/anti-pattern-classification.md), [Abstraction Boundary Principle](https://banes-lab.com/records/algo/abstraction-boundary-principle.md), [Base-Class Candidate Selection](https://banes-lab.com/records/algo/base-class-candidate-selection.md), [Concrete-vs-Abstract Responsibility Split](https://banes-lab.com/records/algo/concrete-vs-abstract-responsibility-split.md), [Template Method Lifecycle](https://banes-lab.com/records/algo/template-method-lifecycle.md), [Migration Ordering](https://banes-lab.com/records/algo/migration-ordering.md), [Canonical Config Resolution](https://banes-lab.com/records/algo/canonical-config-resolution.md), [Stage Ordering](https://banes-lab.com/records/algo/stage-ordering.md), [Concern Classification](https://banes-lab.com/records/algo/concern-classification.md), [Name Projection](https://banes-lab.com/records/algo/name-projection.md), [Uncovered Gap Derivation](https://banes-lab.com/records/algo/uncovered-gap-derivation.md), [Technique and Invariant Selection](https://banes-lab.com/records/algo/technique-invariant-selection.md)

### representation

- Layer: [epistemic](https://banes-lab.com/records/reason/layer-epistemic.md)
- Mandatory: when-relevant
- Math type: [information-theory](https://banes-lab.com/records/reason/math-type-information-theory.md)
- Selectable: yes

Details

Question
How is it encoded?

Nodes
[rep-symbolic](https://banes-lab.com/records/reason/node-rep-symbolic.md), [rep-numerical](https://banes-lab.com/records/reason/node-rep-numerical.md), [rep-geometric](https://banes-lab.com/records/reason/node-rep-geometric.md), [rep-topological](https://banes-lab.com/records/reason/node-rep-topological.md), [rep-information-theoretic](https://banes-lab.com/records/reason/node-rep-information-theoretic.md), [rep-probabilistic](https://banes-lab.com/records/reason/node-rep-probabilistic.md), [rep-dynamical](https://banes-lab.com/records/reason/node-rep-dynamical.md), [rep-computational](https://banes-lab.com/records/reason/node-rep-computational.md)

Contracts
[Audit Artifact](https://banes-lab.com/records/algo/audit-artifact.md), [Final Generation Report](https://banes-lab.com/records/algo/final-generation-report.md), [Template Assembly](https://banes-lab.com/records/algo/template-assembly.md), [Automation Session Report](https://banes-lab.com/records/algo/automation-session-report.md), [Centralization Report](https://banes-lab.com/records/algo/centralization-report.md), [Rendering Stage](https://banes-lab.com/records/algo/rendering-stage.md), [Checklist Output Rendering](https://banes-lab.com/records/algo/checklist-output-rendering.md), [Partial Success Reporting](https://banes-lab.com/records/algo/partial-success-reporting.md), [Completion Report](https://banes-lab.com/records/algo/completion-report.md), [Investigation Report](https://banes-lab.com/records/algo/investigation-report.md), [Action Log](https://banes-lab.com/records/algo/action-log.md), [Living Plan State](https://banes-lab.com/records/algo/living-plan-state.md), [Version Provenance](https://banes-lab.com/records/algo/version-provenance.md), [Versioned Turn Provenance](https://banes-lab.com/records/algo/versioned-turn-provenance.md), [Pattern Distillation History](https://banes-lab.com/records/algo/pattern-distillation-history.md), [Taxonomy Ledger](https://banes-lab.com/records/algo/taxonomy-ledger.md), [Coverage Ledger](https://banes-lab.com/records/algo/coverage-ledger.md)

### formalisation

- Layer: [epistemic](https://banes-lab.com/records/reason/layer-epistemic.md)
- Mandatory: when-relevant
- Math type: [computation](https://banes-lab.com/records/reason/math-type-computation.md)
- Selectable: yes

Details

Question
What does it resolve to?

Nodes
[for-existence](https://banes-lab.com/records/reason/node-for-existence.md), [for-structure](https://banes-lab.com/records/reason/node-for-structure.md), [for-relation](https://banes-lab.com/records/reason/node-for-relation.md), [for-space](https://banes-lab.com/records/reason/node-for-space.md), [for-transformation](https://banes-lab.com/records/reason/node-for-transformation.md), [for-invariance](https://banes-lab.com/records/reason/node-for-invariance.md), [for-uncertainty](https://banes-lab.com/records/reason/node-for-uncertainty.md), [for-computation](https://banes-lab.com/records/reason/node-for-computation.md), [for-abstraction](https://banes-lab.com/records/reason/node-for-abstraction.md), [for-creation](https://banes-lab.com/records/reason/node-for-creation.md), [for-absence](https://banes-lab.com/records/reason/node-for-absence.md)

Contracts
[Portable Contract Composition](https://banes-lab.com/records/algo/portable-contract-composition.md), [Adapter Rendering](https://banes-lab.com/records/algo/adapter-rendering.md), [File Modification Recovery](https://banes-lab.com/records/algo/agent-workflow-file-modification-recovery.md), [Shared Document Workspace](https://banes-lab.com/records/algo/shared-document-workspace.md), [Agent Document Responsibility](https://banes-lab.com/records/algo/agent-document-responsibility.md), [Agent Activation Invocation](https://banes-lab.com/records/algo/agent-activation-invocation.md), [Parallel Batch Execution](https://banes-lab.com/records/algo/parallel-batch-execution.md), [Sequential Agent Execution](https://banes-lab.com/records/algo/sequential-agent-execution.md), [Handoff Signal](https://banes-lab.com/records/algo/handoff-signal.md), [Orchestrator Action](https://banes-lab.com/records/algo/orchestrator-action.md), [Workflow Coordination Sequence](https://banes-lab.com/records/algo/workflow-coordination-sequence.md), [Workflow Recovery Loop](https://banes-lab.com/records/algo/workflow-recovery-loop.md), [Checklist Integration](https://banes-lab.com/records/algo/checklist-integration.md), [Phase Documentation Template](https://banes-lab.com/records/algo/phase-documentation-template.md), [Capability Invocation Protocol](https://banes-lab.com/records/algo/capability-invocation-protocol.md), [Centralized Reference Resolver](https://banes-lab.com/records/algo/centralized-reference-resolver.md), [Cache Invalidation Strategy](https://banes-lab.com/records/algo/cache-invalidation-strategy.md), [Manual Fallback Preservation](https://banes-lab.com/records/algo/manual-fallback-preservation.md), [Dynamic Failure Isolation](https://banes-lab.com/records/algo/dynamic-failure-isolation.md), [Entry Point Migration](https://banes-lab.com/records/algo/entry-point-migration.md), [Knowledge Capture](https://banes-lab.com/records/algo/knowledge-capture.md), [Replacement Refactor](https://banes-lab.com/records/algo/replacement-refactor.md), [Rollback-Centered Execution](https://banes-lab.com/records/algo/rollback-centered-execution.md), [Compilation Stage](https://banes-lab.com/records/algo/compilation-stage.md), [Codebase Pattern Enforcement](https://banes-lab.com/records/algo/codebase-pattern-enforcement.md), [Verb Template Binding](https://banes-lab.com/records/algo/verb-template-binding.md), [Task Atomization](https://banes-lab.com/records/algo/task-atomization.md), [Ripple Chain Analysis](https://banes-lab.com/records/algo/ripple-chain-analysis.md), [Validator Coverage](https://banes-lab.com/records/algo/validator-coverage.md), [Structured Observability Context](https://banes-lab.com/records/algo/structured-observability-context.md), [Cross-Cutting Surface Coverage](https://banes-lab.com/records/algo/cross-cutting-surface-coverage.md), [Legacy Elimination](https://banes-lab.com/records/algo/legacy-elimination.md), [Hierarchical Numbering](https://banes-lab.com/records/algo/hierarchical-numbering.md), [File-Scoped Fix](https://banes-lab.com/records/algo/file-scoped-fix.md), [File Limit Remediation](https://banes-lab.com/records/algo/file-limit-remediation.md), [Import Boundary Remediation](https://banes-lab.com/records/algo/import-boundary-remediation.md), [Naming Convention Remediation](https://banes-lab.com/records/algo/naming-convention-remediation.md), [Base-Class Compliance Remediation](https://banes-lab.com/records/algo/base-class-compliance-remediation.md), [CSS Token Remediation](https://banes-lab.com/records/algo/css-token-remediation.md), [DOM Factory Remediation](https://banes-lab.com/records/algo/dom-factory-remediation.md), [Console Usage Remediation](https://banes-lab.com/records/algo/console-usage-remediation.md), [Lifecycle Symmetry Remediation](https://banes-lab.com/records/algo/lifecycle-symmetry-remediation.md), [Stylelint Post-Fix](https://banes-lab.com/records/algo/stylelint-post-fix.md), [File Modification Recovery](https://banes-lab.com/records/algo/file-modification-recovery.md), [Defensive String Normalization](https://banes-lab.com/records/algo/defensive-string-normalization.md), [Safe Arithmetic Contract](https://banes-lab.com/records/algo/safe-arithmetic-contract.md), [Recursion Control](https://banes-lab.com/records/algo/recursion-control.md), [Advanced Tool Escalation](https://banes-lab.com/records/algo/advanced-tool-escalation.md), [Idempotent Merge](https://banes-lab.com/records/algo/idempotent-merge.md), [Deterministic Merge Core](https://banes-lab.com/records/algo/deterministic-merge-core.md), [Persistence Fork](https://banes-lab.com/records/algo/persistence-fork.md), [Composed Turn Contract](https://banes-lab.com/records/algo/composed-turn-contract.md), [PAG Explicit Control Flow](https://banes-lab.com/records/algo/pag-explicit-control-flow.md), [PAG Semantic Operation](https://banes-lab.com/records/algo/pag-tool-invocation.md), [Base Schematic Composition](https://banes-lab.com/records/algo/base-schematic-composition.md), [Backup-Verified Migration](https://banes-lab.com/records/algo/backup-verified-migration.md), [Registry Regeneration](https://banes-lab.com/records/algo/registry-regeneration.md), [Anti-Reintroduction Gate](https://banes-lab.com/records/algo/anti-reintroduction-gate.md), [Comment Normalization Remediation](https://banes-lab.com/records/algo/comment-normalization-remediation.md), [Custom-Rule Derivation](https://banes-lab.com/records/algo/custom-rule-derivation.md), [Container Reshape](https://banes-lab.com/records/algo/container-reshape.md), [Test Authoring](https://banes-lab.com/records/algo/test-authoring.md)

### teleology

- Layer: [conative](https://banes-lab.com/records/reason/layer-conative.md)
- Mandatory: always
- Math type: [optimisation](https://banes-lab.com/records/reason/math-type-optimisation.md)
- Selectable: no

Details

Question
What is it for?

Nodes
[tel-objective](https://banes-lab.com/records/reason/node-tel-objective.md), [tel-utility](https://banes-lab.com/records/reason/node-tel-utility.md), [tel-cost](https://banes-lab.com/records/reason/node-tel-cost.md), [tel-priority](https://banes-lab.com/records/reason/node-tel-priority.md)

Contracts
[Creation History Collision](https://banes-lab.com/records/algo/creation-history-collision.md), [Adaptive Phase Boundary](https://banes-lab.com/records/algo/adaptive-phase-boundary.md), [Replacement Safety](https://banes-lab.com/records/algo/replacement-safety.md), [Static-to-Dynamic Readiness](https://banes-lab.com/records/algo/static-to-dynamic-readiness.md), [Automation Operation Mode](https://banes-lab.com/records/algo/automation-operation-mode.md), [Automation Priority Ordering](https://banes-lab.com/records/algo/automation-priority-ordering.md), [Operation Mode Gating](https://banes-lab.com/records/algo/operation-mode-gating.md), [Canonical Variation Selection](https://banes-lab.com/records/algo/canonical-variation-selection.md), [Developer Decision Gate](https://banes-lab.com/records/algo/developer-decision-gate.md), [Teleological Intent Gate](https://banes-lab.com/records/algo/teleological-intent-gate.md), [Admissibility Constraint Gate](https://banes-lab.com/records/algo/admissibility-constraint-stage.md), [Severity-Ordered Remediation](https://banes-lab.com/records/algo/severity-ordered-remediation.md), [Phase-Separated Execution](https://banes-lab.com/records/algo/phase-separated-execution.md), [Boundary Reconciliation](https://banes-lab.com/records/algo/boundary-reconciliation.md), [PAG Invariant Record](https://banes-lab.com/records/algo/pag-constraint-boundary.md), [Anti-Pattern Priority Matrix](https://banes-lab.com/records/algo/anti-pattern-priority-matrix.md), [Reshape Risk Priority](https://banes-lab.com/records/algo/reshape-risk-priority.md), [Vocabulary Admission Gate](https://banes-lab.com/records/algo/vocabulary-admission-gate.md), [Coverage Risk Prioritisation](https://banes-lab.com/records/algo/coverage-risk-prioritisation.md)

### verification

- Layer: [evaluative](https://banes-lab.com/records/reason/layer-evaluative.md)
- Mandatory: always
- Math type: [logic](https://banes-lab.com/records/reason/math-type-logic.md)
- Selectable: no

Details

Question
Is it real?

Nodes
[ver-evidence](https://banes-lab.com/records/reason/node-ver-evidence.md), [ver-ground-truth](https://banes-lab.com/records/reason/node-ver-ground-truth.md), [ver-falsification](https://banes-lab.com/records/reason/node-ver-falsification.md), [ver-confidence](https://banes-lab.com/records/reason/node-ver-confidence.md), [ver-refutation](https://banes-lab.com/records/reason/node-ver-refutation.md), [ver-population](https://banes-lab.com/records/reason/node-ver-population.md), [ver-freshness](https://banes-lab.com/records/reason/node-ver-freshness.md), [ver-standing](https://banes-lab.com/records/reason/node-ver-standing.md), [ver-refusal](https://banes-lab.com/records/reason/node-ver-refusal.md)

Contracts
[Semantic Compliance Validation](https://banes-lab.com/records/algo/semantic-compliance-validation.md), [Evidence Grounding Validation](https://banes-lab.com/records/algo/evidence-grounding-validation.md), [Algorithmic Embodiment Validation](https://banes-lab.com/records/algo/algorithmic-embodiment-validation.md), [Workflow Validation Gate](https://banes-lab.com/records/algo/workflow-validation-gate.md), [Measured-vs-Estimated Validation](https://banes-lab.com/records/algo/measured-vs-estimated-validation.md), [Architecture Validation Before Persistence](https://banes-lab.com/records/algo/architecture-validation-before-persistence.md), [Additive Debt Gate](https://banes-lab.com/records/algo/additive-debt-gate.md), [Pattern-Specific Validation](https://banes-lab.com/records/algo/pattern-specific-validation.md), [Zero-Duplication Verification](https://banes-lab.com/records/algo/zero-duplication-verification.md), [Validation Score](https://banes-lab.com/records/algo/validation-score.md), [Validation Stage](https://banes-lab.com/records/algo/validation-stage.md), [Semantic Debt Policy](https://banes-lab.com/records/algo/semantic-debt-policy.md), [Evidence-Based Claim Verification](https://banes-lab.com/records/algo/evidence-based-claim-verification.md), [Validation Suite Battery](https://banes-lab.com/records/algo/validation-suite-battery.md), [Repair Stage](https://banes-lab.com/records/algo/repair-stage.md), [Bounded Repair Loop](https://banes-lab.com/records/algo/bounded-repair-loop.md), [Severity Failure Routing](https://banes-lab.com/records/algo/severity-failure-routing.md), [Verification Loop](https://banes-lab.com/records/algo/verification-loop.md), [Verification Execution](https://banes-lab.com/records/algo/verification-execution.md), [Reverification Gate](https://banes-lab.com/records/algo/reverification-gate.md), [Evidence-Gated Claim Verification](https://banes-lab.com/records/algo/evidence-gated-claim-verification.md), [Environment Capability Verification](https://banes-lab.com/records/algo/environment-capability-verification.md), [Behavioral Self-Test](https://banes-lab.com/records/algo/behavioral-self-test.md), [Adversarial Input Testing](https://banes-lab.com/records/algo/adversarial-input-testing.md), [Recursive Self-Verification](https://banes-lab.com/records/algo/recursive-self-verification.md), [Plan Phase Verification](https://banes-lab.com/records/algo/plan-phase-verification.md), [Delta Capture](https://banes-lab.com/records/algo/delta-capture.md), [Mode Contract Validation](https://banes-lab.com/records/algo/mode-contract-validation.md), [PAG Handoff Gate](https://banes-lab.com/records/algo/pag-validation-gate.md), [Anti-Pattern Elimination Verification](https://banes-lab.com/records/algo/anti-pattern-elimination-verification.md), [Distillation Metrics](https://banes-lab.com/records/algo/distillation-metrics.md), [Machine Verdict Derivation](https://banes-lab.com/records/algo/machine-verdict-derivation.md), [Discovery Verification](https://banes-lab.com/records/algo/discovery-verification.md), [Evidence Verdict](https://banes-lab.com/records/algo/evidence-verdict.md)

### termination

- Layer: [evaluative](https://banes-lab.com/records/reason/layer-evaluative.md)
- Mandatory: always
- Math type: [set-theory](https://banes-lab.com/records/reason/math-type-set-theory.md)
- Selectable: no

Details

Question
Is it done?

Nodes
[ter-completion](https://banes-lab.com/records/reason/node-ter-completion.md), [ter-saturation](https://banes-lab.com/records/reason/node-ter-saturation.md), [ter-diminishing-returns](https://banes-lab.com/records/reason/node-ter-diminishing-returns.md), [ter-block](https://banes-lab.com/records/reason/node-ter-block.md), [ter-stop](https://banes-lab.com/records/reason/node-ter-stop.md), [ter-promotion](https://banes-lab.com/records/reason/node-ter-promotion.md), [ter-publication](https://banes-lab.com/records/reason/node-ter-publication.md)

Contracts
[Agent Generation Completion](https://banes-lab.com/records/algo/agent-generation-completion.md), [First-Time Initiation](https://banes-lab.com/records/algo/first-time-initiation.md), [Automation Completion Status](https://banes-lab.com/records/algo/automation-completion-status.md), [Completion Truthfulness](https://banes-lab.com/records/algo/completion-truthfulness.md), [Explicit Termination](https://banes-lab.com/records/algo/explicit-termination.md), [Early Success Exit](https://banes-lab.com/records/algo/early-success-exit.md), [Iteration Bound](https://banes-lab.com/records/algo/iteration-bound.md), [Validation Gate](https://banes-lab.com/records/algo/validation-gate.md), [Phase Close Gate](https://banes-lab.com/records/algo/phase-close-gate.md), [PAG Well-Formedness Validation](https://banes-lab.com/records/algo/pag-well-formedness-validation.md), [Completion Truthfulness](https://banes-lab.com/records/algo/pattern-distillation-completion-truthfulness.md), [Bounded Cascade Termination](https://banes-lab.com/records/algo/bounded-cascade-termination.md), [Taxonomy Completion](https://banes-lab.com/records/algo/taxonomy-completion.md), [Coverage Completion](https://banes-lab.com/records/algo/coverage-completion.md)

## Links to

- [Epistemic](https://banes-lab.com/records/reason/layer-epistemic.md)
- [Set Theory](https://banes-lab.com/records/reason/math-type-set-theory.md)
- [Ont Identity](https://banes-lab.com/records/reason/node-ont-identity.md)
- [Ont Composition](https://banes-lab.com/records/reason/node-ont-composition.md)
- [Ont Structure](https://banes-lab.com/records/reason/node-ont-structure.md)
- [Ont Relation](https://banes-lab.com/records/reason/node-ont-relation.md)
- [Ont Space](https://banes-lab.com/records/reason/node-ont-space.md)
- [Ont Time](https://banes-lab.com/records/reason/node-ont-time.md)
- [Ont State](https://banes-lab.com/records/reason/node-ont-state.md)
- [Ont Change](https://banes-lab.com/records/reason/node-ont-change.md)
- [Ont Behaviour](https://banes-lab.com/records/reason/node-ont-behaviour.md)
- [Ont Function](https://banes-lab.com/records/reason/node-ont-function.md)
- [Ont Cause](https://banes-lab.com/records/reason/node-ont-cause.md)
- [Ont Meaning](https://banes-lab.com/records/reason/node-ont-meaning.md)
- [Ont Scale](https://banes-lab.com/records/reason/node-ont-scale.md)
- [Ont Probability](https://banes-lab.com/records/reason/node-ont-probability.md)
- [Ont Novelty](https://banes-lab.com/records/reason/node-ont-novelty.md)
- [Evidence-Before-Generation](https://banes-lab.com/records/algo/evidence-before-generation.md)
- [Semantic Operation Boundary](https://banes-lab.com/records/algo/semantic-operation-boundary.md)
- [Capability Profile](https://banes-lab.com/records/algo/capability-profile.md)
- [Domain Cache Validation](https://banes-lab.com/records/algo/domain-cache-validation.md)
- [Scope Extraction](https://banes-lab.com/records/algo/scope-extraction.md)
- [Domain Knowledge Base](https://banes-lab.com/records/algo/domain-knowledge-base.md)
- [DSL Compliance Loading](https://banes-lab.com/records/algo/dsl-compliance-loading.md)
- [Workspace Configuration Discovery](https://banes-lab.com/records/algo/workspace-configuration-discovery.md)
- [Runtime-Neutral Automation Boundary](https://banes-lab.com/records/algo/runtime-neutral-automation-boundary.md)
- [Capability Degradation](https://banes-lab.com/records/algo/capability-degradation.md)
- [Automation Opportunity Detection](https://banes-lab.com/records/algo/automation-opportunity-detection.md)
- [Runtime-Agnostic Adapter Boundary](https://banes-lab.com/records/algo/runtime-agnostic-adapter-boundary.md)
- [Capability Disclosure](https://banes-lab.com/records/algo/capability-disclosure.md)
- [Iterative Variation Discovery](https://banes-lab.com/records/algo/iterative-variation-discovery.md)
- [Detection Registry](https://banes-lab.com/records/algo/detection-registry.md)
- [Orientation Stage](https://banes-lab.com/records/algo/orientation-stage.md)
- [Authoritative Source Loading](https://banes-lab.com/records/algo/authoritative-source-loading.md)
- [Trust Anchor](https://banes-lab.com/records/algo/trust-anchor.md)
- [Intent & Directionality Normalization](https://banes-lab.com/records/algo/intent-directionality-normalization.md)
- [Skeptical Context Acquisition](https://banes-lab.com/records/algo/skeptical-context-acquisition.md)
- [Dynamic Discovery Pattern Generation](https://banes-lab.com/records/algo/dynamic-discovery-pattern-generation.md)
- [Context Initialization](https://banes-lab.com/records/algo/context-initialization.md)
- [Trust Anchor Declaration](https://banes-lab.com/records/algo/trust-anchor-declaration.md)
- [Profile Compose](https://banes-lab.com/records/algo/profile-compose.md)
- [Seed Composition](https://banes-lab.com/records/algo/seed-composition.md)
- [PAG Document Declaration](https://banes-lab.com/records/algo/pag-document-declaration.md)
- [Analysis Workspace](https://banes-lab.com/records/algo/analysis-workspace.md)
- [Registry Baseline](https://banes-lab.com/records/algo/registry-baseline.md)
- [Taxonomy Jurisdiction](https://banes-lab.com/records/algo/taxonomy-jurisdiction.md)
- [Coverage Workspace](https://banes-lab.com/records/algo/coverage-workspace.md)
- [Graph](https://banes-lab.com/records/reason/math-type-graph.md)
- [Ana Structural](https://banes-lab.com/records/reason/node-ana-structural.md)
- [Ana Temporal](https://banes-lab.com/records/reason/node-ana-temporal.md)
- [Ana Spatial](https://banes-lab.com/records/reason/node-ana-spatial.md)
- [Ana Statistical](https://banes-lab.com/records/reason/node-ana-statistical.md)
- [Ana Frequency](https://banes-lab.com/records/reason/node-ana-frequency.md)
- [Ana Sequential](https://banes-lab.com/records/reason/node-ana-sequential.md)
- [Ana Relational](https://banes-lab.com/records/reason/node-ana-relational.md)
- [Ana Behavioural](https://banes-lab.com/records/reason/node-ana-behavioural.md)
- [Ana Functional](https://banes-lab.com/records/reason/node-ana-functional.md)
- [Ana Semantic](https://banes-lab.com/records/reason/node-ana-semantic.md)
- [Ana Causal](https://banes-lab.com/records/reason/node-ana-causal.md)
- [Ana Predictive](https://banes-lab.com/records/reason/node-ana-predictive.md)
- [Ana Anomaly](https://banes-lab.com/records/reason/node-ana-anomaly.md)
- [Ana Evolutionary](https://banes-lab.com/records/reason/node-ana-evolutionary.md)
- [Ana Fractal](https://banes-lab.com/records/reason/node-ana-fractal.md)
- [Non-Destructive Domain Investigation](https://banes-lab.com/records/algo/non-destructive-domain-investigation.md)
- [Risk Complexity Reversibility](https://banes-lab.com/records/algo/risk-complexity-reversibility.md)
- [Existing Pattern Extraction](https://banes-lab.com/records/algo/existing-pattern-extraction.md)
- [Knowledge Documentation Relevance](https://banes-lab.com/records/algo/knowledge-documentation-relevance.md)
- [Breaking Point Calculation](https://banes-lab.com/records/algo/breaking-point-calculation.md)
- [Convention Strength Analysis](https://banes-lab.com/records/algo/convention-strength-analysis.md)
- [Scalability Projection](https://banes-lab.com/records/algo/scalability-projection.md)
- [Research Guidance](https://banes-lab.com/records/algo/research-guidance.md)
- [Tool Calibration](https://banes-lab.com/records/algo/tool-calibration.md)
- [PAG Keyword Ontology](https://banes-lab.com/records/algo/pag-keyword-ontology.md)
- [Compliance Gap](https://banes-lab.com/records/algo/compliance-gap.md)
- [Semantic Domain Partitioning](https://banes-lab.com/records/algo/semantic-domain-partitioning.md)
- [Behavioral Signature Extraction](https://banes-lab.com/records/algo/behavioral-signature-extraction.md)
- [Cross-Class Pattern Detection](https://banes-lab.com/records/algo/cross-class-pattern-detection.md)
- [Behavioral Inconsistency](https://banes-lab.com/records/algo/behavioral-inconsistency.md)
- [Sequential Chain Duplication](https://banes-lab.com/records/algo/sequential-chain-duplication.md)
- [Temporal Coupling Detection](https://banes-lab.com/records/algo/temporal-coupling-detection.md)
- [Relational Graph Duplication](https://banes-lab.com/records/algo/relational-graph-duplication.md)
- [Causal Wiring Duplication](https://banes-lab.com/records/algo/causal-wiring-duplication.md)
- [Anomaly Outlier Detection](https://banes-lab.com/records/algo/anomaly-outlier-detection.md)
- [Conceptual Duplication Detection](https://banes-lab.com/records/algo/conceptual-duplication-detection.md)
- [Fractal Scale Duplication](https://banes-lab.com/records/algo/fractal-scale-duplication.md)
- [Path Role Walk](https://banes-lab.com/records/algo/path-role-walk.md)
- [Surface Grid Walk](https://banes-lab.com/records/algo/surface-grid-walk.md)
- [Logic](https://banes-lab.com/records/reason/math-type-logic.md)
- [Rea Observation](https://banes-lab.com/records/reason/node-rea-observation.md)
- [Rea Description](https://banes-lab.com/records/reason/node-rea-description.md)
- [Rea Comparison](https://banes-lab.com/records/reason/node-rea-comparison.md)
- [Rea Classification](https://banes-lab.com/records/reason/node-rea-classification.md)
- [Rea Explanation](https://banes-lab.com/records/reason/node-rea-explanation.md)
- [Rea Prediction](https://banes-lab.com/records/reason/node-rea-prediction.md)
- [Rea Intervention](https://banes-lab.com/records/reason/node-rea-intervention.md)
- [Rea Creation](https://banes-lab.com/records/reason/node-rea-creation.md)
- [Rea Reflection](https://banes-lab.com/records/reason/node-rea-reflection.md)
- [Principle Extraction](https://banes-lab.com/records/algo/principle-extraction.md)
- [Phase Validation Requirement](https://banes-lab.com/records/algo/phase-validation-requirement.md)
- [Validation Strategy Composition](https://banes-lab.com/records/algo/validation-strategy-composition.md)
- [Hybrid Workflow Orchestration](https://banes-lab.com/records/algo/hybrid-workflow-orchestration.md)
- [Context Forking Configuration](https://banes-lab.com/records/algo/context-forking-configuration.md)
- [Verb-Based Execution Classification](https://banes-lab.com/records/algo/verb-based-execution-classification.md)
- [Workflow Type Document Selection](https://banes-lab.com/records/algo/workflow-type-document-selection.md)
- [Agent Sequence Definition](https://banes-lab.com/records/algo/agent-sequence-definition.md)
- [Four-Dimensional Agent Graph](https://banes-lab.com/records/algo/four-dimensional-agent-graph.md)
- [Workflow Principles Mapping](https://banes-lab.com/records/algo/workflow-principles-mapping.md)
- [Intentional Static Separation](https://banes-lab.com/records/algo/intentional-static-separation.md)
- [Extension Interface Discovery](https://banes-lab.com/records/algo/extension-interface-discovery.md)
- [Performance-Aware Discovery Design](https://banes-lab.com/records/algo/performance-aware-discovery-design.md)
- [Dynamic Extension Architecture](https://banes-lab.com/records/algo/dynamic-extension-architecture.md)
- [Pattern Classification](https://banes-lab.com/records/algo/pattern-classification.md)
- [Refactor Intent Classification](https://banes-lab.com/records/algo/refactor-intent-classification.md)
- [Architecture Compliance Targeting](https://banes-lab.com/records/algo/architecture-compliance-targeting.md)
- [Existing Solution Conflict](https://banes-lab.com/records/algo/existing-solution-conflict.md)
- [Migration Action Mapping](https://banes-lab.com/records/algo/migration-action-mapping.md)
- [Atomic Refactor Phase](https://banes-lab.com/records/algo/atomic-refactor-phase.md)
- [Planning Stage](https://banes-lab.com/records/algo/planning-stage.md)
- [Principle Activation](https://banes-lab.com/records/algo/principle-activation.md)
- [Protocol Semantic Selection](https://banes-lab.com/records/algo/protocol-semantic-selection.md)
- [Phase Decomposition](https://banes-lab.com/records/algo/phase-decomposition.md)
- [Four-Dimensional Phase Graph](https://banes-lab.com/records/algo/four-dimensional-phase-graph.md)
- [Dependency Linearization](https://banes-lab.com/records/algo/dependency-linearization.md)
- [Severity Assignment](https://banes-lab.com/records/algo/severity-assignment.md)
- [Loop Class Labeling](https://banes-lab.com/records/algo/loop-class-labeling.md)
- [Violation Classification](https://banes-lab.com/records/algo/violation-classification.md)
- [PAG Node Decomposition](https://banes-lab.com/records/algo/pag-node-decomposition.md)
- [PAG Structure Declaration](https://banes-lab.com/records/algo/pag-coordination-construct.md)
- [PAG Ambiguity Reduction](https://banes-lab.com/records/algo/pag-ambiguity-reduction.md)
- [Anti-Pattern Classification](https://banes-lab.com/records/algo/anti-pattern-classification.md)
- [Abstraction Boundary Principle](https://banes-lab.com/records/algo/abstraction-boundary-principle.md)
- [Base-Class Candidate Selection](https://banes-lab.com/records/algo/base-class-candidate-selection.md)
- [Concrete-vs-Abstract Responsibility Split](https://banes-lab.com/records/algo/concrete-vs-abstract-responsibility-split.md)
- [Template Method Lifecycle](https://banes-lab.com/records/algo/template-method-lifecycle.md)
- [Migration Ordering](https://banes-lab.com/records/algo/migration-ordering.md)
- [Canonical Config Resolution](https://banes-lab.com/records/algo/canonical-config-resolution.md)
- [Stage Ordering](https://banes-lab.com/records/algo/stage-ordering.md)
- [Concern Classification](https://banes-lab.com/records/algo/concern-classification.md)
- [Name Projection](https://banes-lab.com/records/algo/name-projection.md)
- [Uncovered Gap Derivation](https://banes-lab.com/records/algo/uncovered-gap-derivation.md)
- [Technique and Invariant Selection](https://banes-lab.com/records/algo/technique-invariant-selection.md)
- [Information Theory](https://banes-lab.com/records/reason/math-type-information-theory.md)
- [Rep Symbolic](https://banes-lab.com/records/reason/node-rep-symbolic.md)
- [Rep Numerical](https://banes-lab.com/records/reason/node-rep-numerical.md)
- [Rep Geometric](https://banes-lab.com/records/reason/node-rep-geometric.md)
- [Rep Topological](https://banes-lab.com/records/reason/node-rep-topological.md)
- [Rep Information Theoretic](https://banes-lab.com/records/reason/node-rep-information-theoretic.md)
- [Rep Probabilistic](https://banes-lab.com/records/reason/node-rep-probabilistic.md)
- [Rep Dynamical](https://banes-lab.com/records/reason/node-rep-dynamical.md)
- [Rep Computational](https://banes-lab.com/records/reason/node-rep-computational.md)
- [Audit Artifact](https://banes-lab.com/records/algo/audit-artifact.md)
- [Final Generation Report](https://banes-lab.com/records/algo/final-generation-report.md)
- [Template Assembly](https://banes-lab.com/records/algo/template-assembly.md)
- [Automation Session Report](https://banes-lab.com/records/algo/automation-session-report.md)
- [Centralization Report](https://banes-lab.com/records/algo/centralization-report.md)
- [Rendering Stage](https://banes-lab.com/records/algo/rendering-stage.md)
- [Checklist Output Rendering](https://banes-lab.com/records/algo/checklist-output-rendering.md)
- [Partial Success Reporting](https://banes-lab.com/records/algo/partial-success-reporting.md)
- [Completion Report](https://banes-lab.com/records/algo/completion-report.md)
- [Investigation Report](https://banes-lab.com/records/algo/investigation-report.md)
- [Action Log](https://banes-lab.com/records/algo/action-log.md)
- [Living Plan State](https://banes-lab.com/records/algo/living-plan-state.md)
- [Version Provenance](https://banes-lab.com/records/algo/version-provenance.md)
- [Versioned Turn Provenance](https://banes-lab.com/records/algo/versioned-turn-provenance.md)
- [Pattern Distillation History](https://banes-lab.com/records/algo/pattern-distillation-history.md)
- [Taxonomy Ledger](https://banes-lab.com/records/algo/taxonomy-ledger.md)
- [Coverage Ledger](https://banes-lab.com/records/algo/coverage-ledger.md)
- [Computation](https://banes-lab.com/records/reason/math-type-computation.md)
- [For Existence](https://banes-lab.com/records/reason/node-for-existence.md)
- [For Structure](https://banes-lab.com/records/reason/node-for-structure.md)
- [For Relation](https://banes-lab.com/records/reason/node-for-relation.md)
- [For Space](https://banes-lab.com/records/reason/node-for-space.md)
- [For Transformation](https://banes-lab.com/records/reason/node-for-transformation.md)
- [For Invariance](https://banes-lab.com/records/reason/node-for-invariance.md)
- [For Uncertainty](https://banes-lab.com/records/reason/node-for-uncertainty.md)
- [For Computation](https://banes-lab.com/records/reason/node-for-computation.md)
- [For Abstraction](https://banes-lab.com/records/reason/node-for-abstraction.md)
- [For Creation](https://banes-lab.com/records/reason/node-for-creation.md)
- [For Absence](https://banes-lab.com/records/reason/node-for-absence.md)
- [Portable Contract Composition](https://banes-lab.com/records/algo/portable-contract-composition.md)
- [Adapter Rendering](https://banes-lab.com/records/algo/adapter-rendering.md)
- [File Modification Recovery](https://banes-lab.com/records/algo/agent-workflow-file-modification-recovery.md)
- [Shared Document Workspace](https://banes-lab.com/records/algo/shared-document-workspace.md)
- [Agent Document Responsibility](https://banes-lab.com/records/algo/agent-document-responsibility.md)
- [Agent Activation Invocation](https://banes-lab.com/records/algo/agent-activation-invocation.md)
- [Parallel Batch Execution](https://banes-lab.com/records/algo/parallel-batch-execution.md)
- [Sequential Agent Execution](https://banes-lab.com/records/algo/sequential-agent-execution.md)
- [Handoff Signal](https://banes-lab.com/records/algo/handoff-signal.md)
- [Orchestrator Action](https://banes-lab.com/records/algo/orchestrator-action.md)
- [Workflow Coordination Sequence](https://banes-lab.com/records/algo/workflow-coordination-sequence.md)
- [Workflow Recovery Loop](https://banes-lab.com/records/algo/workflow-recovery-loop.md)
- [Checklist Integration](https://banes-lab.com/records/algo/checklist-integration.md)
- [Phase Documentation Template](https://banes-lab.com/records/algo/phase-documentation-template.md)
- [Capability Invocation Protocol](https://banes-lab.com/records/algo/capability-invocation-protocol.md)
- [Centralized Reference Resolver](https://banes-lab.com/records/algo/centralized-reference-resolver.md)
- [Cache Invalidation Strategy](https://banes-lab.com/records/algo/cache-invalidation-strategy.md)
- [Manual Fallback Preservation](https://banes-lab.com/records/algo/manual-fallback-preservation.md)
- [Dynamic Failure Isolation](https://banes-lab.com/records/algo/dynamic-failure-isolation.md)
- [Entry Point Migration](https://banes-lab.com/records/algo/entry-point-migration.md)
- [Knowledge Capture](https://banes-lab.com/records/algo/knowledge-capture.md)
- [Replacement Refactor](https://banes-lab.com/records/algo/replacement-refactor.md)
- [Rollback-Centered Execution](https://banes-lab.com/records/algo/rollback-centered-execution.md)
- [Compilation Stage](https://banes-lab.com/records/algo/compilation-stage.md)
- [Codebase Pattern Enforcement](https://banes-lab.com/records/algo/codebase-pattern-enforcement.md)
- [Verb Template Binding](https://banes-lab.com/records/algo/verb-template-binding.md)
- [Task Atomization](https://banes-lab.com/records/algo/task-atomization.md)
- [Ripple Chain Analysis](https://banes-lab.com/records/algo/ripple-chain-analysis.md)
- [Validator Coverage](https://banes-lab.com/records/algo/validator-coverage.md)
- [Structured Observability Context](https://banes-lab.com/records/algo/structured-observability-context.md)
- [Cross-Cutting Surface Coverage](https://banes-lab.com/records/algo/cross-cutting-surface-coverage.md)
- [Legacy Elimination](https://banes-lab.com/records/algo/legacy-elimination.md)
- [Hierarchical Numbering](https://banes-lab.com/records/algo/hierarchical-numbering.md)
- [File-Scoped Fix](https://banes-lab.com/records/algo/file-scoped-fix.md)
- [File Limit Remediation](https://banes-lab.com/records/algo/file-limit-remediation.md)
- [Import Boundary Remediation](https://banes-lab.com/records/algo/import-boundary-remediation.md)
- [Naming Convention Remediation](https://banes-lab.com/records/algo/naming-convention-remediation.md)
- [Base-Class Compliance Remediation](https://banes-lab.com/records/algo/base-class-compliance-remediation.md)
- [CSS Token Remediation](https://banes-lab.com/records/algo/css-token-remediation.md)
- [DOM Factory Remediation](https://banes-lab.com/records/algo/dom-factory-remediation.md)
- [Console Usage Remediation](https://banes-lab.com/records/algo/console-usage-remediation.md)
- [Lifecycle Symmetry Remediation](https://banes-lab.com/records/algo/lifecycle-symmetry-remediation.md)
- [Stylelint Post-Fix](https://banes-lab.com/records/algo/stylelint-post-fix.md)
- [File Modification Recovery](https://banes-lab.com/records/algo/file-modification-recovery.md)
- [Defensive String Normalization](https://banes-lab.com/records/algo/defensive-string-normalization.md)
- [Safe Arithmetic Contract](https://banes-lab.com/records/algo/safe-arithmetic-contract.md)
- [Recursion Control](https://banes-lab.com/records/algo/recursion-control.md)
- [Advanced Tool Escalation](https://banes-lab.com/records/algo/advanced-tool-escalation.md)
- [Idempotent Merge](https://banes-lab.com/records/algo/idempotent-merge.md)
- [Deterministic Merge Core](https://banes-lab.com/records/algo/deterministic-merge-core.md)
- [Persistence Fork](https://banes-lab.com/records/algo/persistence-fork.md)
- [Composed Turn Contract](https://banes-lab.com/records/algo/composed-turn-contract.md)
- [PAG Explicit Control Flow](https://banes-lab.com/records/algo/pag-explicit-control-flow.md)
- [PAG Semantic Operation](https://banes-lab.com/records/algo/pag-tool-invocation.md)
- [Base Schematic Composition](https://banes-lab.com/records/algo/base-schematic-composition.md)
- [Backup-Verified Migration](https://banes-lab.com/records/algo/backup-verified-migration.md)
- [Registry Regeneration](https://banes-lab.com/records/algo/registry-regeneration.md)
- [Anti-Reintroduction Gate](https://banes-lab.com/records/algo/anti-reintroduction-gate.md)
- [Comment Normalization Remediation](https://banes-lab.com/records/algo/comment-normalization-remediation.md)
- [Custom-Rule Derivation](https://banes-lab.com/records/algo/custom-rule-derivation.md)
- [Container Reshape](https://banes-lab.com/records/algo/container-reshape.md)
- [Test Authoring](https://banes-lab.com/records/algo/test-authoring.md)
- [Conative](https://banes-lab.com/records/reason/layer-conative.md)
- [Optimisation](https://banes-lab.com/records/reason/math-type-optimisation.md)
- [Tel Objective](https://banes-lab.com/records/reason/node-tel-objective.md)
- [Tel Utility](https://banes-lab.com/records/reason/node-tel-utility.md)
- [Tel Cost](https://banes-lab.com/records/reason/node-tel-cost.md)
- [Tel Priority](https://banes-lab.com/records/reason/node-tel-priority.md)
- [Creation History Collision](https://banes-lab.com/records/algo/creation-history-collision.md)
- [Adaptive Phase Boundary](https://banes-lab.com/records/algo/adaptive-phase-boundary.md)
- [Replacement Safety](https://banes-lab.com/records/algo/replacement-safety.md)
- [Static-to-Dynamic Readiness](https://banes-lab.com/records/algo/static-to-dynamic-readiness.md)
- [Automation Operation Mode](https://banes-lab.com/records/algo/automation-operation-mode.md)
- [Automation Priority Ordering](https://banes-lab.com/records/algo/automation-priority-ordering.md)
- [Operation Mode Gating](https://banes-lab.com/records/algo/operation-mode-gating.md)
- [Canonical Variation Selection](https://banes-lab.com/records/algo/canonical-variation-selection.md)
- [Developer Decision Gate](https://banes-lab.com/records/algo/developer-decision-gate.md)
- [Teleological Intent Gate](https://banes-lab.com/records/algo/teleological-intent-gate.md)
- [Admissibility Constraint Gate](https://banes-lab.com/records/algo/admissibility-constraint-stage.md)
- [Severity-Ordered Remediation](https://banes-lab.com/records/algo/severity-ordered-remediation.md)
- [Phase-Separated Execution](https://banes-lab.com/records/algo/phase-separated-execution.md)
- [Boundary Reconciliation](https://banes-lab.com/records/algo/boundary-reconciliation.md)
- [PAG Invariant Record](https://banes-lab.com/records/algo/pag-constraint-boundary.md)
- [Anti-Pattern Priority Matrix](https://banes-lab.com/records/algo/anti-pattern-priority-matrix.md)
- [Reshape Risk Priority](https://banes-lab.com/records/algo/reshape-risk-priority.md)
- [Vocabulary Admission Gate](https://banes-lab.com/records/algo/vocabulary-admission-gate.md)
- [Coverage Risk Prioritisation](https://banes-lab.com/records/algo/coverage-risk-prioritisation.md)
- [Evaluative](https://banes-lab.com/records/reason/layer-evaluative.md)
- [Ver Evidence](https://banes-lab.com/records/reason/node-ver-evidence.md)
- [Ver Ground Truth](https://banes-lab.com/records/reason/node-ver-ground-truth.md)
- [Ver Falsification](https://banes-lab.com/records/reason/node-ver-falsification.md)
- [Ver Confidence](https://banes-lab.com/records/reason/node-ver-confidence.md)
- [Ver Refutation](https://banes-lab.com/records/reason/node-ver-refutation.md)
- [Ver Population](https://banes-lab.com/records/reason/node-ver-population.md)
- [Ver Freshness](https://banes-lab.com/records/reason/node-ver-freshness.md)
- [Ver Standing](https://banes-lab.com/records/reason/node-ver-standing.md)
- [Ver Refusal](https://banes-lab.com/records/reason/node-ver-refusal.md)
- [Semantic Compliance Validation](https://banes-lab.com/records/algo/semantic-compliance-validation.md)
- [Evidence Grounding Validation](https://banes-lab.com/records/algo/evidence-grounding-validation.md)
- [Algorithmic Embodiment Validation](https://banes-lab.com/records/algo/algorithmic-embodiment-validation.md)
- [Workflow Validation Gate](https://banes-lab.com/records/algo/workflow-validation-gate.md)
- [Measured-vs-Estimated Validation](https://banes-lab.com/records/algo/measured-vs-estimated-validation.md)
- [Architecture Validation Before Persistence](https://banes-lab.com/records/algo/architecture-validation-before-persistence.md)
- [Additive Debt Gate](https://banes-lab.com/records/algo/additive-debt-gate.md)
- [Pattern-Specific Validation](https://banes-lab.com/records/algo/pattern-specific-validation.md)
- [Zero-Duplication Verification](https://banes-lab.com/records/algo/zero-duplication-verification.md)
- [Validation Score](https://banes-lab.com/records/algo/validation-score.md)
- [Validation Stage](https://banes-lab.com/records/algo/validation-stage.md)
- [Semantic Debt Policy](https://banes-lab.com/records/algo/semantic-debt-policy.md)
- [Evidence-Based Claim Verification](https://banes-lab.com/records/algo/evidence-based-claim-verification.md)
- [Validation Suite Battery](https://banes-lab.com/records/algo/validation-suite-battery.md)
- [Repair Stage](https://banes-lab.com/records/algo/repair-stage.md)
- [Bounded Repair Loop](https://banes-lab.com/records/algo/bounded-repair-loop.md)
- [Severity Failure Routing](https://banes-lab.com/records/algo/severity-failure-routing.md)
- [Verification Loop](https://banes-lab.com/records/algo/verification-loop.md)
- [Verification Execution](https://banes-lab.com/records/algo/verification-execution.md)
- [Reverification Gate](https://banes-lab.com/records/algo/reverification-gate.md)
- [Evidence-Gated Claim Verification](https://banes-lab.com/records/algo/evidence-gated-claim-verification.md)
- [Environment Capability Verification](https://banes-lab.com/records/algo/environment-capability-verification.md)
- [Behavioral Self-Test](https://banes-lab.com/records/algo/behavioral-self-test.md)
- [Adversarial Input Testing](https://banes-lab.com/records/algo/adversarial-input-testing.md)
- [Recursive Self-Verification](https://banes-lab.com/records/algo/recursive-self-verification.md)
- [Plan Phase Verification](https://banes-lab.com/records/algo/plan-phase-verification.md)
- [Delta Capture](https://banes-lab.com/records/algo/delta-capture.md)
- [Mode Contract Validation](https://banes-lab.com/records/algo/mode-contract-validation.md)
- [PAG Handoff Gate](https://banes-lab.com/records/algo/pag-validation-gate.md)
- [Anti-Pattern Elimination Verification](https://banes-lab.com/records/algo/anti-pattern-elimination-verification.md)
- [Distillation Metrics](https://banes-lab.com/records/algo/distillation-metrics.md)
- [Machine Verdict Derivation](https://banes-lab.com/records/algo/machine-verdict-derivation.md)
- [Discovery Verification](https://banes-lab.com/records/algo/discovery-verification.md)
- [Evidence Verdict](https://banes-lab.com/records/algo/evidence-verdict.md)
- [Ter Completion](https://banes-lab.com/records/reason/node-ter-completion.md)
- [Ter Saturation](https://banes-lab.com/records/reason/node-ter-saturation.md)
- [Ter Diminishing Returns](https://banes-lab.com/records/reason/node-ter-diminishing-returns.md)
- [Ter Block](https://banes-lab.com/records/reason/node-ter-block.md)
- [Ter Stop](https://banes-lab.com/records/reason/node-ter-stop.md)
- [Ter Promotion](https://banes-lab.com/records/reason/node-ter-promotion.md)
- [Ter Publication](https://banes-lab.com/records/reason/node-ter-publication.md)
- [Agent Generation Completion](https://banes-lab.com/records/algo/agent-generation-completion.md)
- [First-Time Initiation](https://banes-lab.com/records/algo/first-time-initiation.md)
- [Automation Completion Status](https://banes-lab.com/records/algo/automation-completion-status.md)
- [Completion Truthfulness](https://banes-lab.com/records/algo/completion-truthfulness.md)
- [Explicit Termination](https://banes-lab.com/records/algo/explicit-termination.md)
- [Early Success Exit](https://banes-lab.com/records/algo/early-success-exit.md)
- [Iteration Bound](https://banes-lab.com/records/algo/iteration-bound.md)
- [Validation Gate](https://banes-lab.com/records/algo/validation-gate.md)
- [Phase Close Gate](https://banes-lab.com/records/algo/phase-close-gate.md)
- [PAG Well-Formedness Validation](https://banes-lab.com/records/algo/pag-well-formedness-validation.md)
- [Completion Truthfulness](https://banes-lab.com/records/algo/pattern-distillation-completion-truthfulness.md)
- [Bounded Cascade Termination](https://banes-lab.com/records/algo/bounded-cascade-termination.md)
- [Taxonomy Completion](https://banes-lab.com/records/algo/taxonomy-completion.md)
- [Coverage Completion](https://banes-lab.com/records/algo/coverage-completion.md)
