Document Type: Standard
Status: Canon
Authority: HeadOffice
Applies To: All MWMS AI-assisted development and document editing
Parent: Governance
Version: v1.1
Last Reviewed: 2026-03-14
Purpose
This document defines the rule requiring AI-assisted updates within MWMS to be delivered as complete replacement outputs.
Its purpose is to eliminate implementation errors, reduce developer friction, and ensure consistent system updates across MWMS canon, plugins, AI systems, and execution layers.
AI outputs used within MWMS must be structured so developers and operators can implement updates quickly and safely without reconstructing partial instructions.
Scope
This standard applies to:
• canon documentation updates
• WordPress page updates
• plugin development outputs
• system architecture pages
• operational specifications
• AI system design documents
• scripts, files, and configuration content updated with AI assistance
This rule governs how AI-delivered updates must be formatted when they are intended for implementation.
It does not replace:
• change declaration requirements
• evidence requirements
• escalation requirements
• canon approval processes
• session invocation requirements
Those remain governed by the wider MWMS governance framework.
Definition / Rules
Core Rule
When an AI system produces an update to any MWMS file, document, page, script, or specification, the output must be delivered as a complete file replacement.
The output must:
• contain the entire updated content
• include all unchanged sections
• be ready for direct copy-paste replacement
Partial edits, fragments, or patch instructions are not permitted.
Reason
Partial outputs introduce structural risk within the MWMS system.
Common failure modes include:
• version mismatches
• implementation mistakes
• missing context
• unnecessary developer effort
Providing full replacement outputs ensures that updates can be applied consistently and safely.
Implementation Principle
The person applying the update should only need to:
• copy the output
• paste the replacement content
• save the file or page
No reconstruction or manual merging should be required.
Enforcement
If an AI produces a partial modification instead of a full file output, the response must be rejected and regenerated.
AI systems operating within MWMS must follow this rule when assisting with:
• canon documentation updates
• plugin development
• system architecture pages
• operational specifications
• AI system design documents
Structural Scope
This rule applies to all MWMS components including:
• canon documentation
• WordPress pages
• system specifications
• plugin code updates
• AI system configuration files
• operational documentation
Governance Role
This standard ensures that AI systems behave as reliable development assistants within MWMS.
It reduces integration friction and preserves structural consistency across the ecosystem.
Outcome
Applying this rule enables:
• faster implementation
• fewer system errors
• consistent integration across MWMS development workflows
Drift Protection
The system must prevent:
• partial update delivery
• fragment-only edits
• patch-style outputs that require reconstruction
• missing unchanged sections in replacement files
• developer guesswork during implementation
If implementation requires manual reconstruction, the output is non-compliant.
Architectural Intent
This rule exists to make AI usable as a disciplined implementation assistant inside MWMS.
It ensures that updates are operationally safe, copy-paste ready, and structurally complete.
By enforcing full replacement delivery, MWMS reduces friction, prevents merge errors, and improves implementation reliability across the ecosystem.
Change Log
Version: v1.1
Date: 2026-03-14
Author: MWMS HeadOffice
Change: Rebuilt page to align with MWMS document standards. Added standardised document header, introduced Purpose / Scope / Definition / Rules structure, added Parent, Version, and Last Reviewed fields, normalised formatting, and preserved the original full-file-delivery governance rule logic.
Version: v1.0
Date: 2026-03-05
Author: HeadOffice
Change: Initial creation of AI Output Standard – Full File Delivery Rule defining mandatory complete replacement outputs for AI-assisted updates across MWMS documents, pages, code, and specifications.
END – AI OUTPUT STANDARD – FULL FILE DELIVERY RULE v1.1