Builder. Operator. Architect.

plan.jasondmacdonald.com

Single source of truth for MasteryMade's universal intelligence architecture. Everything references up to the Master Registry. PRDs define the system. Expert implementations apply it.

Dominia Facta. Build what compounds. · March 25, 2026

Root Document

Master Registry v1.0 ROOT
The complete 16-section system map. Every document below references back to this. Org registry, gates, universal ingest, suggest engine, expert extraction, lenses, outputs, distribution, MANUAL.md, runtimes, The Reveal, skills inventory, PRD reconciliation, build lanes, content matrix, 6-SILO.
Architecture Visuals COMPANION
4 SVG diagrams: full system architecture, gate system + scope enforcement, JV-in-a-box pipeline, parallel build lanes.

System Layer — PRDs 1-12

Universal specs that apply to every expert, every deployment, every runtime. Build once, deploy everywhere.

Foundation (build first — unblocks everything)

PRD 1: Org Registry + MANUAL.md Spec FOUNDATION
4 Supabase tables, MANUAL.md template, HC auto-publish, self-healing loop, batch gen plan for 24 skills. Layer 0 — no dependencies.
PRD 2: Gate Architecture + Suggest Engine FOUNDATION
Gate assignment logic, scope enforcement SQL, suggested_edges schema, 3-layer suggest engine, learning loop. Depends: PRD 1.
PRD 3: Universal Content Ingestion FOUNDATION
Docker service, 9 extractors, content table, embedding pipeline, Research Service, n8n schedulers. Depends: PRD 1+2.
PRD 4: Expert Extraction Pipeline (8-Module) FOUNDATION
9 module specs with JSON output, 3-pass validation, Gate 2→3 comparison, meta-index builder. Depends: PRD 1+3.

Intelligence + Experience

PRD 5: Competitor Intel + Marketing Rubric INTELLIGENCE
Positioning maps, gap analysis, ad hook taxonomy, scoring engine, synthetic audience testing, cross-portfolio aggregation.
PRD 6: Signal Engine + Daily Brief Agent INTELLIGENCE
Autonomous brief generation on Forge, sprint filtering, knowledge graph automation, session seeds.
PRD 7: Dynamic Experience Generation EXPERIENCE
Agent-first GUI replacing static sidebar. Per-user dynamic UI, onboarding flow, channel-agnostic, HC Protocol.

Distribution + Pipeline

PRD 8: Content Machine + Syndication DISTRIBUTION
Social autoposter, email gen, AI video, Mastery Labs matrix, promotion calendar, performance feedback loop.
PRD 9: The Reveal — JV-in-a-Box Pipeline PIPELINE
6-phase prospect-to-revenue. Research Service, pre-pitch assets, live demo, gate transition, three-wave launch.

Infrastructure + Operations

PRD 10: Forge Session Logger + Migration INFRA
Session logging, entity extraction, search (full-text + semantic), Claude.ai → Forge migration path.
PRD 11: 6-SILO Reconciliation + API Gateway PLATFORM
Per-SILO migration, shared contracts, API gateway routing, code merge strategy.
PRD 12: Batch MANUAL.md Generation OPERATIONS
Agent swarm for 24+ SKILL.md → MANUAL.md + HC pages. Template, quality gate, priority ordering.

Application Layer — Expert Implementations

How the universal system applies to each specific expert. Each expert gets a reconciliation doc mapping their IP to the extraction pipeline, plus links to their working artifacts.

Align360 / Samuel Ngu

Align360 ↔ Master Registry Reconciliation ACTIVE
Gap analysis, module-by-module mapping (what exists vs what PRD 4 needs), vocabulary collision fix, immediate actions. Corrected v2.
Boarding Pack (extraction process docs) EXTERNAL
36 stacks, 14 background systems, FLC Wisdom Framework, IP inventory, build status, pricing. At align360.asapai.net.
Command Center (project dashboard) EXTERNAL
Phases, team, published pages, file registry, architecture overview. At design.align360.io.
betaapp.io (live product) EXTERNAL
User-facing MasteryOS deployment. Static sidebar architecture (current). Login required.

Future Experts (queued)

The WAY — Reconciliation PLANNED
Pending — extraction not started. Will follow same reconciliation template as Align360.
Brain Muka — Reconciliation PLANNED
Pending — initial outreach. Reaching out during Jason's travel.

Reference

Neural Registry (Knowledge Graph) EXTERNAL
Live knowledge graph at jasondmacdonald.com tracking concepts across daily briefs. Machine-readable JSON.
Master Registry stub (jasondmacdonald.com) EXTERNAL
Pointer on main domain back to plan.jasondmacdonald.com canonical version.

MASTERYMADE — BUILDER. OPERATOR. ARCHITECT.

plan.jasondmacdonald.com is the single source of truth.

Dominia Facta. Build what compounds.