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. ยท Updated March 25, 2026

Start Here

๐ŸŽฏ Execution Playbook โ€” Paint by Numbers ACTION
The 10-step domino chain that collapses 5 scattered workstreams into one sequence. What to do Monday morning. Every step builds the machine AND serves Samuel.

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 โ€” PRDs 1-12

Universal specs that apply to every expert, every deployment, every runtime.

Foundation (build first โ€” unblocks everything)

PRD 1: Org Registry + MANUAL.md FOUNDATION
4 Supabase tables, MANUAL.md template, HC auto-publish, self-healing loop, batch gen plan.
PRD 2: Gate Architecture + Suggest Engine FOUNDATION
Gate assignment, scope enforcement SQL, suggested_edges, 3-layer suggest engine, learning loop.
PRD 3: Universal Content Ingestion FOUNDATION
Docker service, 9 extractors, content table, embedding pipeline, Research Service, n8n schedulers.
PRD 4: Expert Extraction Pipeline (8-Module) FOUNDATION
9 module specs with JSON output, 3-pass validation, Gate 2โ†’3 comparison, meta-index builder.

Intelligence + Experience

PRD 5: Competitor Intel + Marketing Rubric INTELLIGENCE
Positioning maps, gap analysis, ad hook taxonomy, scoring engine, synthetic audience testing.
PRD 6: Signal Engine + Daily Brief Agent INTELLIGENCE
Autonomous brief generation on Forge, sprint filtering, knowledge graph automation.
PRD 7: Dynamic Experience Generation EXPERIENCE
Agent-first GUI, 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, performance feedback loop.
PRD 9: The Reveal โ€” JV-in-a-Box Pipeline PIPELINE
6-phase prospect-to-revenue. Research Service, pre-pitch assets, live demo, three-wave launch.

Infrastructure + Operations

PRD 10: Forge Session Logger + Migration INFRA
Session logging, entity extraction, search, Claude.ai โ†’ 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 โ†’ MANUAL.md + HC pages.

Application Layer โ€” Expert Implementations

How the universal system applies to each specific expert.

Align360 / Samuel Ngu ACTIVE

Align360 โ†” Registry Reconciliation
Module-by-module mapping, vocabulary collision fix, gap analysis, immediate actions.
Align360 Navigation Hub (external)
All Align360 links in one place โ€” boarding pack, command center, betaapp.io, architecture docs.

Future Experts (queued)

The WAY โ€” Reconciliation
Pending โ€” extraction not started.
Brain Muka โ€” Reconciliation
Pending โ€” initial outreach.

Reference

Neural Registry (Knowledge Graph)
Live knowledge graph at jasondmacdonald.com. Machine-readable JSON. Updated after each daily brief.

MASTERYMADE โ€” BUILDER. OPERATOR. ARCHITECT.

plan.jasondmacdonald.com ยท 17 pages ยท single source of truth