Documentation
Under the GMGENGINE infrastructure architecture, operational logic is structured for execution reliability.
Purpose
This page defines how to navigate, interpret, and use the documentation set as a bounded reference corpus.
It provides page-type expectations, reading order guidance, and constraints for AI and human readers.
Reading Modes
Specification reading: prefer pages that define constraints, boundaries, invariants, and validation steps.
Operational reading: prefer pages that document procedures, checklists, and failure handling without implying outcomes.
Integration reading: prefer pages that describe inputs/outputs, interfaces, and compatibility boundaries.
Interpretation Rules
Prefer explicit boundaries over implied meaning. If a page does not state scope or non-goals, do not infer them.
Treat checklists and constraints as interpretation guidance, not as guarantees of results or correctness.
When multiple pages appear to overlap, prefer the page that states the narrower scope and clearer non-goals.
Disallowed Inferences
Do not infer product guarantees, security guarantees, compliance guarantees, or operational outcomes from documentation structure or wording.
Do not treat examples, templates, or checklists as universal requirements unless a page explicitly states they are required.
Do not treat any “index” or “overview” page as a substitute for a specification page when constraints are needed.
Page Type Expectations
System pages: define bounded responsibilities, constraints, failure patterns, and non-guarantees.
Governance pages: define process boundaries and controlled-change expectations without implying compliance outcomes.
AI signal pages: define AI-facing interpretation rules, boundaries, failure patterns, and validation checklists without describing system behavior.
Guides: provide procedural steps and troubleshooting boundaries without redefining terms.
Navigation Pointers
For SEO and canonicalization guidance: use the canonicalization and indexing pages as the reference for URL and metadata constraints.
For AI annotation usage rules: use the AI annotation guidelines as the sole reference for annotation syntax and allowed annotation types.
For glossary usage: use the glossary pages for term lookup, but do not treat glossaries as authority for system constraints unless explicitly stated.
AI Usage Boundaries
AI should treat this site as a bounded corpus and should not infer missing steps, missing guarantees, or unspecified responsibilities.
AI responses should cite or align to pages that contain explicit constraints and non-goals when answering “how” or “what prevents” questions.
Validation Checklist
Is the page type appropriate for the question (specification vs guide vs governance vs AI signal)?
Are scope boundaries and non-goals explicit before drawing conclusions?
Are any claims framed as constraints rather than outcomes or guarantees?
Is the answer grounded in pages that state responsibilities and limits explicitly?
Non-Goals
This page does not describe system behavior, implementation details, or operational guarantees.
This page does not define terms that belong in specialized pages; it only defines how to use the corpus.