Master Lexicon & Full Pipeline Tracker

Canonical terms. Primacy hierarchy. All workstreams tracked against the 10-step execution sequence.

Primacy: Execution Playbook → Boarding Pack → PRD 4 → Command Center → Platform PRDs → Swarm PRD

Document Primacy Hierarchy what governs what

When sources conflict, higher-ranked documents win. The execution playbook determines build order. The boarding pack determines Align360 scope. PRDs determine how to build. The swarm PRD describes the aspirational end-state.

RankDocumentLocationGovernsScope
1Execution Playbook (10 steps)plan/execution-playbookBuild sequence & priorityAll workstreams
2Boarding Pack (Samuel’s gates)align360/boarding-packProduct scope & requirementsAlign360 only
3PRD 4: Expert Extraction Pipelineplan/prd-expert-extractionExtraction architectureAll experts
4Command Centerdesign.align360.io/command-centerProduct truth (phases, tools, team)Align360 only
5Platform PRDs (3,5,6,7,8,9)plan/indexPlatform capabilitiesMasteryOS (all products)
6Swarm PRD (18 agents)expert/agentic-boarding-prdAspirational end-statePartner-facing vision
Key rule: Steps 1–6 in the execution playbook are Align360-specific. The boarding pack and command center are the product truth for these steps. Steps 7–10 are platform-level — the plan PRDs govern those. Do not conflate platform capabilities with Align360 MVP requirements.

Canonical Lexicon use these terms everywhere

Every term below has ONE canonical meaning. When writing skills, docs, CLAUDE.md, or code — use these definitions. Former/alternative names listed for search/migration.

Pipeline & Architecture

Canonical TermAlso Known AsDefinitionScope
Workstreampipeline stageOne of 5 sequential meta-stages: MAP → RADAR → ENGINE → FACTORY → PRODUCTAll
MAPplans, PRDsWorkstream 1: Planning documents, PRDs, architecture specsPlatform
RADARbriefs, intelWorkstream 2: Intelligence gathering, daily briefs, signal engine, competitor analysisPlatform
ENGINEingest, pipelineWorkstream 3: Content ingestion, processing, embedding, annotationPlatform
FACTORYextraction, skillsWorkstream 4: Extraction pipeline, skill execution, Module 1–9 processingAll
PRODUCTclone, OSWorkstream 5: Deployed expert clone (betaapp.io, agent, content)Per-expert

Extraction System

Canonical TermAlso Known AsDefinitionScope
Modulecontent type, extraction unitOne of 9 extraction content types (Module 1: Thinking Structures through Module 9: Retrieval Patterns). Produces structured JSON.FACTORY
Skillagent, tool, SKILL.mdA Claude Code executable capability. Lives in ~/.claude/skills/[name]/SKILL.md. One skill may serve multiple Modules.FACTORY
Layerlevel, L0–L4Skill execution order in the recursive clone pipeline. L0 (recon) through L4 (orchestration).FACTORY
Passphase, iterationOne of 4 extraction protocol stages: Pass 1 (Raw Extraction) → Pass 2 (Pattern Recognition) → Pass 3 (Rubric Building) → Pass 4 (Gap Analysis)FACTORY
Swarm Agentcolor agent, PRD agentAn aspirational autonomous agent from the Agentic Boarding PRD. Color-coded: PURPLE/GREEN/BLUE/YELLOW/RED. NOT operational — implemented as Skills.Vision only
Three-Pass Validation3-pass, validation protocolForward (coherence) + Backward (source tracing) + Ground Truth (vs. transcripts) validation. Distinct from the 4-Pass extraction protocol.FACTORY

Product & Boarding

Canonical TermAlso Known AsDefinitionScope
Boarding Milestonegate (boarding pack)An onboarding checkpoint for a new expert: Milestone 1 (Brand Assets) → M2 (Extraction Interview) → M3 (Content Permissions) → M4 (Offer Approval). NOT the same as Data Gate.Per-expert
Data Gategate (master registry)A data scoping tier controlling what intelligence is available: Gate 1 (Operator) → G2 (JV Prospect) → G3 (Signed Expert) → G4 (Competitor). Determines what content is visible per PRD 2.Platform
Phaseproduct phaseOne of 5 Align360 product phases: Phase 0 (DesignSuite) through Phase 4 (LegacyLab). Contains tool stacks.Per-expert
Stacktool stack, toolA single functional tool within a Phase. 36 total across 5 phases. Each stack has: purpose, inputs, framework, outputs, prompt template.Per-expert
Background Systemsilent layer, background toolOne of 14 always-active systems (e.g., RhythmOS, Pathfinder, Epistemic Drift Detection). Runs without user invocation.Per-expert
Wiring Typeredemptive gift, gift typeOne of 9 personality/gifting types in Samuel’s framework. Used for assessment routing and personalization.Align360
FLC Wisdom Framework5 layers, wisdom layersSamuel’s core IP: Integrity Core → Clarity Engine → Emotional Ethic → Capacity Engine → Learning Loop. Non-negotiable backbone.Align360
Tri-Filterdecision gateEvery output passes: Truth + Clarity + Impact. Quality checkpoint on all generated content.Align360

Infrastructure & Publishing

Canonical TermAlso Known AsDefinitionScope
HC ProtocolHyperContextPublishing standard for web pages. Metadata in <meta name="hc:*"> tags. Published via NowPage.Platform
NowPagepublish, hc-publishCLI publishing system. node scripts/hc-publish.js from folio-saas. Targets any HC domain.Platform
ForgeVPS, serverSelf-hosted VPS running Docker services (n8n, Supabase, cron, ingest). Runs ENGINE workstream.Platform
MasteryBookRAG, notebookTeam-accessible RAG-based Q&A. Synced via masterybook-sync skill. For team knowledge sharing.Platform
betaapp.ioplatform, appThe deployed Mastery OS instance. Next.js + Vercel. Where users access expert clones.Product
Cloneexpert OS, expert AIThe deployed AI coaching experience for a specific expert. Fed by Modules 1–9 extraction. NOT a copy — a recursive emulator.Product

Team & Process

Canonical TermAlso Known AsDefinitionScope
Three-Artifact Rule3-artifactEvery execution step must produce: (1) customer artifact, (2) reusable skill, (3) architecture validation. Steps failing this rule are eliminated.All
Critical Dominodomino, first moveThe single action that makes everything else cheaper, faster, or unnecessary. Currently: “Run Module 1 extraction on Samuel’s material.”Current
Temporal Logsession log, changelogChronological record of discoveries, decisions, and state changes. Published to pipeline tracker. Enables session handoff.All
MAP Change Queuechange queue, backlogChanges discovered during builds that need to propagate back to planning documents. Batched, not one-off.All
RETIRED TERMS (do not use):
• “Gate” alone — always specify “Boarding Milestone” or “Data Gate”
• “Agent” for skills — use “Skill” for Claude Code executables, “Swarm Agent” for PRD aspirational agents
• “MANUAL.md” — actual convention is SKILL.md. Master registry Section 12 needs update.
• “Tool” for extraction capabilities — use “Skill”. Reserve “Tool” / “Stack” for user-facing product tools (36 stacks).
• “Pipeline” alone — specify which: “Extraction Pipeline” (FACTORY) or “Ingest Pipeline” (ENGINE) or “5-Workstream Pipeline” (full)

Execution Sequence 10 steps — primacy #1

This is the canonical build order from the Execution Playbook. Steps 1–6 serve Align360 directly. Steps 7–10 platform the capabilities. Each step maps to PRD(s), Skill(s), and Boarding Milestone(s).

1
Ship Samuel’s betaapp.io (Wave 1)
Deploy v6.1 system prompt + knowledge files. 5 alpha users.
Owner: Will + Sumit PRD: 7 (experience) Milestone: M1–M2 Skills: none (manual deploy) Status: Platform live, Samuel pressing for access
2
Module 1 Extraction — FLC Wisdom Framework
Extract thinking structures from 3 transcripts + governance doc. Produce structured JSON rubric per PRD 4.
Owner: Jason PRD: 4 (Module 1) Milestone: M2 (complete) Skill needed: expert-framework-creator (L0.25) — UNBUILT CRITICAL DOMINO
3
Modules 2–8 Decomposition
Transform monolithic v6.1 into 7 modular JSON structures: Voice, CTA, IP, Sequences, Meta, Patterns, Templates.
Owner: Jason PRD: 4 (Modules 2–8) Skills: soul-extractor, voice-extractor*, framework-extractor*, resource-extractor, offer-extractor* * = needs expansion Depends on: Step 2 (Module 1 rubric validates all downstream)
4
Module 9 — Retrieval Routing Rules
Convert 14 background systems into routing logic: “user query → Module Y → Framework Z.” Meta-index ~500 tokens.
Owner: Jason PRD: 4 (Module 9) Skill: GAP — no skill exists for Module 9 Depends on: Step 3
5
Three-Pass Validation
Forward (coherence) + backward (source tracing) + ground truth (vs. transcripts) validation of all modules.
Owner: Jason PRD: 4 (validation) Skill needed: clone-tester (L3.5) — UNBUILT Depends on: Steps 2–4
6
Deploy to betaapp.io (Wave 2 Upgrade)
Replace v6.1 with modular extraction. Meta-index drives retrieval. Quality improvement via targeted module loading.
Owner: Jason + Sumit PRD: 7 (dynamic experience) Skills: clone-compiler (needs expansion) Depends on: Step 5
Align360 boundary: Steps 1–6 above are the Align360 deliverable. Everything below is platforming.
7
Package as Reusable Skill
Automate Module 1–9 pipeline. Input: entity ID + content. Output: extraction + meta-index. Test on second expert.
Owner: Jason/Forge PRD: 4 + 12 (skill manuals) Skills: boarding-orchestrator (expand) Depends on: Step 6
8
Competitor Intelligence
Identify 5 competitors, ingest public content, run competitor lens. Positioning map + gap analysis.
Owner: Swarm/Forge PRD: 5 (competitor intel) Skill: GAP — no competitor-intel skill exists Depends on: Step 6+ (optional parallel at Step 5)
9
Content Machine Activation
Use Voice (Mod 2) + IP (Mod 4) + gaps to generate content briefs. Apply marketing rubric.
Owner: Swarm PRD: 8 (content syndication) Skill: GAP — no content-gen skill exists Depends on: Steps 5, 8
10
Three-Wave Launch
Wave 1 (Step 1) running. Wave 2: 50–100 invite-only. Wave 3: public with content machine.
Owner: Jason + Samuel PRD: 9 (The Reveal) Depends on: Steps 1, 6, 9

Full Workstream Status all 5 tracked

Workstream 1
MAP
Workstream 2
RADAR
Workstream 3
ENGINE
Workstream 4
FACTORY

MAP (Plans & Architecture)

PRDTitleStatusNeeded for Align360?
PRD 1Org Registry + MANUAL.mdPublished, needs SKILL.md reconciliationYes (entity schema)
PRD 2Data Gate Architecture + Suggest EnginePublished, terminology collision (Gate)Yes (scoping tiers)
Master Registry16-section system mapPublishedReference
Execution Playbook10-step domino chainPublished — PRIMACY #1Yes (build sequence)

RADAR (Intelligence & Signals)

CapabilityPRDSkillStatusExec Step
Expert recon (pre-boarding)PRD 2 (Gate 2)deep-research + expert-reconBuilt & run on SamuelBefore Step 1
Competitor intelligencePRD 5No skillGAPStep 8
Marketing rubric scoringPRD 5No skillGAPStep 8
Signal engine + daily briefPRD 6No skillJason’s personal tool, not A360N/A
Synthetic audience testingPRD 5No skillGAPStep 8+
Top-of-funnel intelligence for Align360: Expert recon is DONE (Samuel researched). Competitor intel is Step 8 — deferred until extraction pipeline is proven. Signal engine is NOT an Align360 feature.

ENGINE (Content Ingestion)

CapabilityPRDImplementationStatusExec Step
YouTube ingestionPRD 3Forge Docker serviceNot deployedStep 7+ (platform)
Podcast transcriptionPRD 3WhisperNot deployedStep 7+
Social media scrapingPRD 3Platform APIsNot deployedStep 7+
Document processingPRD 3PDF/DOCX extractionManual (done for Samuel)Step 7+
RSS pollingPRD 3n8n + ForgeNot deployedStep 7+
Meeting transcript ingestionPRD 3Tactiq/Fireflies webhookManual (3 transcripts loaded)Step 7+
ENGINE for Align360: Samuel’s content was manually ingested (3 transcripts, governance doc, overview PDF, knowledge files). PRD 3’s automated ingest is platform infrastructure for FUTURE experts. Not blocking Align360.

FACTORY (Extraction Pipeline)

SkillLayerModule(s)StatusExec Step
deep-researchL0RADAR feedBuiltPre-1
expert-reconL0RADAR feedBuiltPre-1
masterybook-syncL0UtilityBuiltPre-1
expert-framework-creatorL0.25Mod 1 (primary)UNBUILT — DOMINOStep 2
demo-compilerL0.5Pre-deal artifactUNBUILTStep 7+ (JV sales)
rubric-builderL1Pass 3Needs dual validationStep 2–3
soul-extractorL2Mod 1 + 7BuiltStep 3
voice-extractorL2Mod 2Needs +pattern-breakingStep 3
framework-extractorL2Mod 4 + 5 + 6Needs +micro-unitsStep 3
resource-extractorL2Mod 8BuiltStep 3
offer-extractorL2Mod 3 (monetization)UNBUILTStep 3
gap-analyzerL2.5Pass 4BuiltStep 3
clone-compilerL3Mod 8 + deployNeeds +user profile +offersStep 6
lead-magnet-builderL3PRD 7BuiltStep 1
onboarding-builderL3PRD 7BuiltStep 1
clone-testerL3.53-pass validationUNBUILTStep 5
design-system-extractorUtilityGREENBuiltPre-1
boarding-orchestratorL4OrchestrationNeeds 24-card + modesStep 7

PRODUCT (Align360 / Samuel)

ModuleSource MaterialExtracted?Structured JSON?Exec Step
Mod 1: Thinking StructuresFLC Framework, Tri-Filter, Clarity PathPartial (buried in v6.1)NoStep 2
Mod 2: Voice & StyleBoarding pack voice specYesNoStep 3
Mod 3: CTA PsychologyMonetization guardrails, Laws of BabylonPartialNoStep 3
Mod 4: Embedded IP36 stacks, 9 Wiring Types, frameworksYesPartialStep 3
Mod 5: ModularizationPhase 0–4 progression, stack sequencingYesNoStep 3
Mod 6: Meta-Structures5-phase architecture, onboarding flowYesNoStep 3
Mod 7: Pattern RecognitionWiring Types, RhythmOS, Decision ContextYesNoStep 3
Mod 8: Prompt TemplatesExtraction transcriptsRaw material existsNoStep 3
Mod 9: Retrieval Patterns14 background systemsYes (descriptive)NoStep 4

Key finding: Content is gathered. The gap is structured JSON transformation, not research. The bottleneck is the unbuilt expert-framework-creator skill (Step 2 domino).

Cross-Taxonomy Map 3 systems → 1

Three documents describe the same extraction system with different vocabularies. Use this table when validating skill builds against all sources.

Source Document Authority

ViewDocumentAuthority LevelUse For
SkillsRecursive Clone v2Primary (build spec)What to build, layer order, skill names
ModulesPRD 4Primary (output spec)JSON schemas, validation criteria, module definitions
SwarmAgentic Boarding PRDReference onlyPartner pitch, vision, color workflows

Swarm Agent ↔ Skill ↔ Module ↔ Exec Step

Swarm Agent(s)Skill (canonical)ModuleExec StepStatus
Chief of Staffboarding-orchestratorOrchestration7Needs expansion
PURPLE ×7deep-research + expert-reconRADAR feedPre-1Built (2 skills = 7 agents)
GREENdesign-system-extractorUtilityPre-1Built
BLUE: Transcriptsoul-extractorMod 1 + 73Built
BLUE: Documentframework-extractorMod 4 + 5 + 63Needs +micro-units
BLUE: Contentresource-extractorMod 83Built
voice-extractorMod 23Needs +pattern-breaking
expert-framework-creatorMod 12DOMINO
PURPLE: Psychologysoul-extractor (partial)Mod 3 (CTA)3Partial
offer-extractorMod 3 (monetization)3UNBUILT
rubric-builderPass 32–3Needs dual validation
gap-analyzerPass 43Built
Builder: SysPromptclone-compilerDeploy6Needs expansion
Builder: Lead Magnetlead-magnet-builderPRD 71Built
Builder: Onboardingonboarding-builderPRD 71Built
Builder: Offer Pageno skillPRD 910GAP
clone-testerValidation5UNBUILT
demo-compilerPre-deal7+UNBUILT
YELLOWno skillN/AN/ADeprioritized
REDno skillN/AN/AGoDaddy MCP exists
masterybook-syncUtilityPre-1Built
no skillMod 94GAP

Coverage Matrix PRDs vs. skills vs. steps

Every PRD mapped to: which execution step needs it, which skills implement it, and current status. Sorted by execution priority.

PRDTitleExec StepSkillsA360 PriorityStatus
4Expert Extraction Pipeline2–5expert-framework-creator, soul/voice/framework/resource/offer-extractor, rubric-builder, gap-analyzer, clone-testerCRITICALPipeline spec done. Domino skill unbuilt.
7Dynamic Experience Generation1, 6clone-compiler, lead-magnet-builder, onboarding-builderHIGHWave 1 deployed (v6.1). Wave 2 needs modular extraction.
1Org Registry + Entity SchemaPre-1boarding-orchestrator (workspace init)Done for SamuelSamuel workspace exists.
2Data Gate ArchitecturePre-1deep-research, expert-reconDone for SamuelSamuel at Gate 2 (prospect intel).
12Batch SKILL.md Generation7boarding-orchestrator, skill-creatorPlatformNot started. Post-extraction.
5Competitor Intel + Marketing Rubric8No skillStep 8PRD written. No implementation.
8Content Machine + Syndication9No skillStep 9PRD written. No implementation.
3Universal Content Ingestion7+No skill (Forge service)PlatformSamuel’s content manually ingested.
9The Reveal — JV Pipeline10No skillStep 10PRD written. No implementation.
6Signal Engine + Daily BriefN/ANo skillJason’s tool, not A360PRD written. Forge cron needed.
10Forge Session LoggerN/ANo skill (infra)Platform infraPRD written.
116-SILO ReconciliationN/ANo skill (infra)Platform infraPRD written.
Answer to “does the tracker account for top-of-funnel intelligence?”
Expert recon (RADAR) is covered and complete for Samuel. Competitor intel (PRD 5) is Step 8 — tracked here but deferred. Signal engine (PRD 6) is Jason’s personal tool, not A360. Universal ingest (PRD 3) is platform infra — Samuel’s content was manually ingested. The tracker now covers all of these with clear deferral reasoning.

Temporal Log newest first

2026-03-26 | SESSION: master-lexicon-build
Master Lexicon + Full Pipeline Tracker Published
  • Built: Canonical lexicon with ~30 terms, retired term list, and primacy hierarchy
  • Expanded: Tracker now covers all 5 workstreams (was FACTORY-only)
  • Mapped: All 12 PRDs against execution playbook steps + skills + status
  • Resolved primacy: Execution Playbook #1 → Boarding Pack #2 → PRD 4 #3 → Command Center #4 → Platform PRDs #5 → Swarm PRD #6
  • Answered: Top-of-funnel intel = RADAR workstream. Expert recon complete for Samuel. Competitor intel = Step 8 (deferred). Signal engine = not A360.
  • Discovery: PRD 7 (Dynamic Experience) is the agent-first vision. Proof of concept IS Align360. Steps 1-6 deliver it progressively.
  • Discovery: Module 9 (Retrieval Patterns) has no skill AND no swarm agent. True gap — needs skill for Step 4.
  • Discovery: 3 PRDs have NO implementation path (PRDs 10, 11 = infra; PRD 6 = personal tool). Not blocking anything.

Second-order effects:

  • Canonical lexicon prevents terminology drift in all future skill builds, CLAUDE.md updates, and docs
  • Execution step mapping prevents scope creep (building platform features when Align360 needs extraction)
  • Clear deferral reasoning prevents “is this a gap or a choice?” confusion
  • Supersedes pipeline-reconciliation.html — this is now the canonical tracker
2026-03-26 | SESSION: full-reconciliation-review
Initial Pipeline Reconciliation — 6 Source Documents Reviewed
  • Three taxonomies (Swarm/Skills/Modules) identified and mapped
  • “Gates” terminology collision discovered → resolved: Boarding Milestone vs. Data Gate
  • expert.align360.io/index = 404. boarding-architecture = superseded.
  • No skill files modified since 2026-03-10 (spring break pause)
  • Vision shift: GUI → agent-first. Labs → implementation partner.
2026-03-25 | SESSION: will-derek-aaron-call
Team Call — Labs Pivot, GTM, Agent-First Vision
  • Labs deprioritized → implementation partner for MasteryOS
  • Aaron Swensen joining as implementation/content builder
  • Tony Gaskins meeting in ~1 month. Mid-April: dual operating systems.
  • Clone messaging: “10x monetization” not “own your IP”
2026-03-24 | SESSION: sumit-dev-standup
Dev Standup — Agent Branch, Samuel ETA
  • Samuel pressing for access. Cross-tenant login bug. Hidden admin plan needed.
  • Agent coding branch strategy. Claude Code doing all coding by mid-April.
  • Vision: A360 as AGENT, not structured UI.
2026-03-10 | SESSION: skill-build-sprint
14 Skills Built — Sprint Freeze
  • 14 skills finalized. Samuel Layer 0 recon complete.
  • 4 skills remaining. v2 architecture published.

Session Handoff Protocol updated

1. Read Order (new sessions)

#FilePurpose
1This page (master-lexicon.html)Canonical terms, primacy, execution steps, full workstream status
2memory/MEMORY.mdProject memory, team, architecture overview
3memory/reconciliation.mdCompact reconciliation state for context window
4Relevant SKILL.md for skill being builtCurrent skill spec
5Execution Playbook10-step sequence (if unsure what to build next)

2. Post-Build Checklist

ActionWhere
Add temporal log entryThis page → #log
Update skill/module statusThis page → #workstreams
Queue any MAP changespipeline-tracker → #change-queue
Update memory/reconciliation.mdLocal memory file
Republish this pageplan.jasondmacdonald.com/master-lexicon
Use canonical terms from #lexiconAll outputs

3. Current Build Priority

#ActionExec StepWhy
1Build expert-framework-creator (L0.25)Step 2Critical domino. Module 1. Everything cascades.
2Run Module 1 on Samuel’s materialStep 2Validates pipeline + produces customer artifact
3Expand extractors for structured JSONStep 3Transforms gathered content into modular units
4Build offer-extractor (L2)Step 3Covers Module 3 + monetization positioning
5Build clone-tester (L3.5)Step 5Closes quality loop with 85%+ threshold
6Build demo-compiler (L0.5)Step 7+Non-blocking, for Tony Gaskins JV meeting