VG AI Production Operating System
The command centre for creating, publishing, automating and improving VG SmallBiz Solutions digital products, funnels, courses, publications and future VGEOS modules.
System Purpose
VG-AIPOS governs the full production lifecycle: idea validation, funnel architecture, lead magnet, eBook, course, sales infrastructure, automation, publication, growth and VGEOS conversion.
Executive Rule
Every build must be Cloudflare-ready, version-controlled, deployable, scalable, Groove-compatible, MailerLite-aware and future VGEOS-ready.
Production Pipeline Overview
High-level workflow from idea to VGEOS conversion.
Overall Pipeline Progress 31%
Publishing Queue
| Item | Status | Priority |
|---|---|---|
| Future-Proof Your Life | In production | High |
| VG-AIPOS Command Centre | Build 013 | High |
| VGEOS Integration | Hub active | Medium |
GPT Production Stages
The corrected sequence, including GPT 10 and GPT 13–17.
Project Portfolio Manager
Build 011 introduced the multi-project control environment; Build 012 adds a dedicated flagship project workspace.
Future-Proof Your Life
Flagship education funnel for practical life, money, AI, career, income and decision-making skills.
Progress 22%
VG-AIPOS Command Centre
Internal operating system for project tracking, GPT registry, automation, publishing and VGEOS conversion.
Progress 58%
VGEOS Integration Layer
Conversion pathway that turns completed educational assets into dashboards, tools and AI assistants.
Progress 28%
VG SmallBiz Solutions Academy
Long-term education home for learning pathways, product ladders, courses, toolkits and memberships.
Progress 12%
Automation Workflow System
MailerLite, Groove, Cloudflare, n8n/API and task-creation workflows for repeatable production.
Progress 18%
Print Publishing Expansion
Paperback, workbook and print-ready publishing pathway for approved eBooks and major toolkits.
Progress 8%
Portfolio Control Rules
Build 011 Portfolio Upgrade
The Command Centre now has a formal Project Portfolio Manager so future funnels, platforms, automation systems, print products and VGEOS modules can be tracked in one structured environment.
Future-Proof Your Life Project Workspace
Build 012 creates a dedicated control area for the flagship funnel so GPT outputs, assets, actions and VGEOS candidates can be managed in one place.
Project Snapshot
Future-Proof Your Life helps people move from uncertainty to control by building practical life, money, AI, career and income skills for a changing world.
GPT 0 and GPT 1 are complete. The next formal production step is GPT 2 — Product Architecture Builder.
| Project Type | Flagship education funnel and future Academy pathway |
| Audience | Gen Z, millennials, young professionals, career changers, small business owners and aspiring entrepreneurs |
| Core Pathway | YouTube → Website/GrooveBlog → Lead Magnet → MailerLite → eBook/Toolkit → GrooveMember Course → VGEOS |
| Current Handoff | GPT 2 — Product Architecture Builder |
Next Action Control
Lead Magnet
The Future-Proof Skills Scorecard — diagnostic self-assessment for the five core pillars.
Paid eBook & Toolkit
Future-Proof Your Life — practical toolkit with worksheets, checklists and 90-day planning assets.
Online Course
GrooveMember course for building a personal future-readiness operating system.
MailerLite Journey
Scorecard opt-in, nurture sequence, eBook buyer sequence and course buyer flow.
Sales Infrastructure
Lead magnet page, eBook sales page, course sales page, thank-you pages and member access path.
Module Candidates
Future-readiness scorecard, AI confidence planner, money visibility dashboard and 90-day tracker.
Project Quality Controls
GPT 2 Handoff Reminder
GPT 2 must convert the approved strategy into a detailed product architecture: lead magnet outline, eBook/toolkit structure, course curriculum, worksheets, bonuses, automation-ready outputs and VGEOS module candidates.
Important: GPT 2 must inherit VG-AIPOS v3.0 standards and must not reintroduce WordPress, coaching, Zoom, consulting or personalised advisory language.
Task & Checklist Control Centre
Build 013 introduces tick-off task control for GPT stages, deployments, QA checks and project handoffs.
Current Sprint: Future-Proof Your Life
This checklist controls the next production actions so the flagship funnel moves forward in the correct order.
Cloudflare Deployment Checklist
- ✓Download latest Build ZIP from ChatGPT.
- ✓Open Cloudflare Pages project: vg-aipos.
- →Create deployment with the newest ZIP.
- □Confirm the public URL loads without 404.
- □Check build number in header, sidebar, KPI and footer.
- □Screenshot review before approving next build.
GPT Output QA
- ✓No WordPress references.
- ✓No one-on-one, Zoom or consulting delivery.
- →Output includes human-readable and automation-ready sections.
- □Next GPT handoff is explicit.
Asset Build QA
- ✓Brand colours remain navy, gold and white.
- ✓Logo and Victor image remain installed.
- □Download files are clearly named by build number.
- □Release notes are retained for future audit.
VGEOS Readiness QA
- ✓Scorecards convert to assessment tools.
- ✓Worksheets convert to interactive modules.
- →Prompt packs convert to AI assistants.
- □Completed assets enter GPT 17 backlog.
GPT 0–17 Registry & Version Control
Build 013 keeps the GPT Registry active and adds checklist control for current-stage tasks, handoffs and build discipline.
Immediate Handoff Map
| GPT | Official Role | Version | Status | Dependency / Handoff |
|---|---|---|---|---|
| GPT 0 | Project Initiator & RouterCreates master project brief and routing logic. | v3.0 target | Completed | Feeds GPT 1 |
| GPT 1 | Funnel Architecture DesignerBuilds commercial funnel architecture and customer journey. | v3.0 target | Completed / needs WordPress cleanup | Feeds GPT 2 |
| GPT 2 | Product Architecture BuilderDefines lead magnet, eBook, toolkit, course and VGEOS-ready assets. | v3.0 target | Next action | Requires GPT 0 + GPT 1 outputs |
| GPT 2B | YouTube Video Package CreatorCreates script, thumbnail direction, description, chapters and CTA flow. | v3.0 target | Queued | Uses GPT 2 positioning |
| GPT 3 | Lead Magnet BuilderCreates scorecards, checklists, worksheets and delivery structure. | v3.0 target | Queued | Uses GPT 2 product architecture |
| GPT 4 | Email Sequence BuilderCreates MailerLite sequence, tags, groups and automation map. | v3.0 target | Queued | Uses GPT 3 lead magnet |
| GPT 5 | Paid eBook BuilderCreates eBook, toolkit structure, worksheets and future print pathway. | v3.0 target | Queued | Uses GPT 2 + GPT 3 |
| GPT 6 | Online Course BuilderCreates GrooveMember-ready course modules, lessons and downloads. | v3.0 target | Queued | Uses GPT 5 eBook/toolkit |
| GPT 7 | Sales Infrastructure BuilderCreates sales pages, checkout flow, thank-you pages and platform requirements. | v3.0 target | Queued | Uses GPT 5 + GPT 6 |
| GPT 8 | Image Asset Creation SystemCreates required image asset specs and brand-consistent visual direction. | v3.0 target | Queued | Uses product names and sales copy |
| GPT 9 | Website Article / GrooveBlog / SEO BuilderCreates VG website article, GrooveBlog version, SEO metadata and links. | v3.0 target | Queued | Uses completed offer messaging |
| GPT 10 | Launch Audit & Handover SystemAudits funnel, content, platform readiness, compliance and launch gaps. | v3.0 target | Queued | Runs after production assets |
| GPT 11 | Links, Integrations & Launch Wiring SystemMaps links, tags, forms, redirects, access paths and automation wiring. | v3.0 target | Queued | Runs after GPT 10 audit |
| GPT 12 | GroovePages Deployment SystemCreates deployment checklists and page publishing guidance. | v3.0 target | Queued | Runs after links/wiring |
| GPT 13 | YouTube Channel Growth GPTOptimises channel, playlists, video sequencing and growth strategy. | v3.0 target | Growth layer | Uses GPT 2B and published videos |
| GPT 14 | LinkedIn Growth GPTBuilds LinkedIn profile, company page and authority content growth plan. | v3.0 target | Growth layer | Uses GPT 9 and offer messaging |
| GPT 15 | Print Publishing GPTTransforms completed eBooks into paperback and hardcover publishing assets. | v3.0 target | Publishing layer | Uses GPT 5 final eBook |
| GPT 16 | Automation & Workflow BuilderCreates MailerLite, Groove, n8n/Zapier and SOP automation workflows. | Blueprint active | Build 013 mapped | Uses GPT 4, 7, 10, 11 and 12 |
| GPT 17 | VGEOS Module Conversion GPTConverts completed frameworks into VGEOS-ready modules and specs. | Blueprint active | Build 013 mapped | Runs after full funnel completion |
Master Production Standard v3.0
Build 013 keeps the VG-AIPOS operating rules visible and connects them to checklist-driven production control.
Use VG Website, GroovePages, GrooveBlog, GrooveSell, GrooveMember, MailerLite, YouTube, LinkedIn and Cloudflare Pages.
Scalable digital products only: eBooks, toolkits, templates, dashboards, courses, AI assistants and future VGEOS modules.
Lead magnets, eBooks, toolkits and courses must be structured for GrooveMember delivery where appropriate.
Every project must be MailerLite-aware, tag-aware, link-aware and ready for future n8n / API automation.
Mandatory Production Rules
Use VG SmallBiz Solutions Website, GrooveBlog and Website SEO terminology.
No coaching, Zoom, consulting, live reviews or customised professional advice.
Every reusable asset must be convertible into a future VGEOS tool, dashboard or assistant.
Every build must show project name, build number, current status and next handoff.
Quality Gate Checklist
Automation & Workflow Centre
The Automation & Workflow Centre maps the operating workflow for MailerLite, Groove, product delivery, launch tasks and future n8n/API automation.
MailerLite Automation Map
Required Groups & Tags
Workflow Task Creation Standard
VGEOS Conversion Rules
VGEOS Integration & Module Conversion Hub
The VGEOS Hub converts the production system from content-only output into future VGEOS implementation assets.
Future-Proof Your Life Conversion Backlog
| Completed Asset | Future VGEOS Module | Status |
|---|---|---|
| Future-Proof Skills Scorecard | Future-Readiness Assessment Tool | Mapped |
| 90-Day Action Plan | 90-Day Progress Tracker | Mapped |
| AI Use-Case Planner | AI Confidence Planner | Spec required |
| Money Visibility Worksheet | Money Visibility Dashboard | Spec required |
| Income Options Worksheet | Income Options Builder | Future |
GPT 17 Conversion Protocol
Dashboard Candidates
Future-readiness, money visibility, production pipeline, launch status and learning progress dashboards.
AI Assistant Candidates
Decision filter assistant, AI confidence assistant, product pathway assistant and launch checklist assistant.
Automation Candidates
MailerLite task automation, Groove delivery checks, publish queue triggers and VGEOS conversion requests.
Release Roadmap
Build 001: Executive Dashboard & Navigation Framework. Build 002: Brand Assets Installed. Build 003: Corrected Hero Portrait. Build 004: Founder Badge Layering. Build 005: Version Labels & Layout Refinement. Build 006: Active Production Pipeline Control Panel. Build 007: GPT Registry & Version Control Panel. Build 008: Master Production Standards Control Panel. Build 009: Automation & Workflow Control Panel. Build 010: VGEOS Integration & Module Conversion Hub. Build 011: Project Portfolio Manager. Build 012: Future-Proof Your Life Project Workspace. Build 013: Task & Checklist Control Centre.