100-cycle-master-syllabus.md

# RN Builds × LinkedIn Visual Builds
## Canonical 100-Cycle Master Syllabus

**Program promise:** 100 functional builds + 100 paired visual builds = 200 primary public artifacts.

**Sequence rule:** every later build must inherit capabilities created earlier. No build may quietly rely on an unrepresented lower-order capability. New numbered builds may be added after launch only when they exceed the capability ceiling established by Build 100.

## Universal module contract

Every cycle contains:

- **###-A Functional Build:** a working public artifact, not merely a concept document.
- **###-B Visual Build:** a bespoke LinkedIn-native visual, motion, reveal, or interactive composition that interprets and announces A.
- **Required record:** observation, missing system, intended users, inputs, logic, outputs, evidence requirements, limitations, inherited infrastructure, newly created infrastructure, tests, accessibility review, launch post, version, and later dependents.
- **Minimum completion standard:** usable MVP; mobile and desktop QA; documented lineage; no unsupported factual or legal claims; clear limitations; analytics event coverage; public build page; paired visual; launch copy.

---

## Phase 01 — Human judgment, communication, and product discovery

### 001
**001-A — Human Review Design Framework**  
Turns “human in the loop” into a specified reviewer, trigger, evidence set, standard, authority, and failure path.  
**001-B — Human in the Loop**  
The slogan fractures into the unanswered governance questions hidden inside it.  
**Creates:** Form Engine v1; Conditional Logic v1; Results Renderer v1.

### 002
**002-A — Multi-Audience Messaging Architecture**  
Translates one defensible core idea for regulators, lawyers, clinicians, patients, investors, journalists, and the public without changing the underlying truth.  
**002-B — Same Truth, Different Doors**  
One statement passes through multiple audience doors and emerges differently framed but substantively intact.  
**Creates:** Audience Profile Schema; Message Translation Engine; Claim Preservation Rules; Comparison View.

### 003
**003-A — Unserved Decision Discovery Framework**  
Finds recurring decisions for which people have information but no usable decision system.  
**003-B — The Decision Nobody Owns**  
A crowded field of information collapses around an empty decision point.  
**Creates:** Decision Inventory Schema; Unserved-Decision Scoring Rubric.

### 004
**004-A — Manual Intelligence Engine Method**  
Converts disciplined human research into a repeatable intelligence workflow before automation.  
**004-B — Before the Automation**  
A hand-built intelligence chain becomes a machine-ready process.  
**Creates:** Collection Protocol; Verification Queue; Intelligence Brief Template.

### 005
**005-A — Service-to-Software Discovery Engine**  
Identifies which repeated service steps should become software, remain expert judgment, or be eliminated.  
**005-B — Where the Service Becomes Software**  
A service workflow separates into human, automatable, and unnecessary paths.  
**Creates:** Service Decomposition Canvas; Automation Suitability Score.

### 006
**006-A — Tracker-to-Company Productization Framework**  
Tests whether a tracker can become a defensible product, service line, dataset, or company.  
**006-B — Not Every Tracker Is a Company**  
A tracker passes through evidence, buyer, moat, and maintenance gates.  
**Creates:** Productization Gate Model; Buyer-Value Matrix.

### 007
**007-A — Feedback Loop Product Architecture**  
Designs how usage, outcomes, corrections, and unmet needs improve a product over time.  
**007-B — The Product That Learns**  
A one-way product diagram closes into a visible learning loop.  
**Creates:** Feedback Event Schema; Improvement Backlog Rules.

### 008
**008-A — Decision-Ready Dashboard Standard**  
Defines when a dashboard supports action rather than merely displaying information.  
**008-B — Data Is Not a Decision**  
A wall of charts resolves into a single accountable decision path.  
**Creates:** Decision Readiness Rubric; Action-State Component.

### 009
**009-A — Aloha AI Design Principles Framework**  
Codifies the interaction, evidence, accessibility, cultural, and governance principles shared across RN systems.  
**009-B — The Rules Behind the Work**  
Finished products peel back to reveal the principles underneath them.  
**Creates:** RN Design Principles; Design Review Checklist.

### 010
**010-A — Canonical Data Model & Schema Designer**  
Turns ambiguous concepts into validated entities, fields, types, relationships, constraints, and source rules.  
**010-B — Give the Idea a Skeleton**  
Loose language snaps into a structured data model.  
**Creates:** Schema Builder; Validation Rules Engine; Data Dictionary Template.

---

## Phase 02 — Identity, relationships, workflow, and control infrastructure

### 011
**011-A — Entity Resolution & Relationship Registry**  
Determines when records describe the same person, organization, policy, product, source, or event and preserves relationship evidence.  
**011-B — One Entity, Twelve Names**  
Duplicate records merge into one verified identity graph.  
**Creates:** Entity Registry; Match Confidence Rules; Relationship Edge Schema.

### 012
**012-A — Risk-Tiered AI Architecture Framework**  
Maps AI uses to proportionate controls based on consequence, uncertainty, reversibility, sensitivity, and legal exposure.  
**012-B — Not Every AI Use Is the Same Risk**  
One AI label separates into distinct control tiers.  
**Creates:** Risk Taxonomy; Control Mapping Table.

### 013
**013-A — AI Workflow Risk Classifier**  
Classifies a real workflow and generates its required oversight, evidence, and escalation controls.  
**013-B — Where Risk Enters the Workflow**  
A workflow illuminates at the points where AI can cause consequential error.  
**Creates:** Workflow Risk Scorer; Control Recommendation Rules.

### 014
**014-A — Legal Judgment Architecture System**  
Separates legal research, interpretation, factual inference, strategic judgment, approval, and attorney-only decisions.  
**014-B — The Parts AI Cannot Collapse**  
A legal answer decomposes into distinct judgment layers.  
**Creates:** Legal Judgment Taxonomy; Attorney Review Gates.

### 015
**015-A — Repeated Legal Task → Product Engine**  
Converts recurring supervised legal work into safe templates, diagnostics, research systems, or internal products.  
**015-B — From Matter Work to Reusable System**  
Repeated files assemble into a product architecture.  
**Creates:** Legal Task Decomposition Model; Product Candidate Score.

### 016
**016-A — Legal Workflow Mapping System**  
Maps actors, documents, authorities, handoffs, deadlines, decisions, risks, and records across a legal process.  
**016-B — The Matter Beneath the Matter**  
A linear legal task unfolds into its actual operational network.  
**Creates:** Workflow Map Schema; Handoff Record v1.

### 017
**017-A — Regulated-Market Handoff Mapper**  
Finds where responsibility, evidence, consent, and accountability are lost between organizations in regulated markets.  
**017-B — The Risk Lives Between the Boxes**  
A clean process diagram reveals dangerous gaps at organizational handoffs.  
**Creates:** Cross-Organization Handoff Model; Responsibility Gap Detector.

### 018
**018-A — Workflow State Machine**  
Defines valid states, transitions, actors, blockers, timeouts, reversals, and terminal outcomes for complex workflows.  
**018-B — Work Is a State, Not a To-Do List**  
A checklist transforms into an explicit state machine.  
**Creates:** State Engine v1; Transition Validator.

### 019
**019-A — Notification, Alerting & Escalation System**  
Routes meaningful events to the right person, at the right urgency, through the right channel, with suppression and escalation rules.  
**019-B — The Alert That Knows Who Cares**  
Signal noise narrows into a timed escalation chain.  
**Creates:** Event Rules; Notification Router; Escalation Ladder.

### 020
**020-A — Audit Log & Evidence Trail**  
Creates a tamper-evident record of who did what, when, based on which evidence, and with what result.  
**020-B — Every Decision Leaves a Trace**  
Invisible system actions become a readable chain of accountability.  
**Creates:** Audit Event Schema; Evidence Linkage Standard.

---

## Phase 03 — Access, privacy, data movement, and inclusive infrastructure

### 021
**021-A — Identity & Authentication Layer**  
Implements secure account creation, sign-in, recovery, session handling, and identity assurance appropriate to risk.  
**021-B — Who Is Allowed Through the Door?**  
A public interface reveals progressively stronger identity gates.  
**Creates:** Authentication Module; Session Policy.

### 022
**022-A — Role-Based Access & Permission System**  
Controls what users may see, create, change, approve, export, and administer.  
**022-B — Access Is Not One Switch**  
A single login separates into role-specific capabilities.  
**Creates:** Permission Matrix; Policy Enforcement Layer.

### 023
**023-A — Consent & Data Rights Manager**  
Captures specific consent, withdrawal, access, correction, deletion, retention, and downstream-use preferences.  
**023-B — Consent That Can Change Its Mind**  
A static checkbox becomes a living rights dashboard.  
**Creates:** Consent Ledger; Rights Request Workflow.

### 024
**024-A — Privacy & Data Minimization Engine**  
Determines which data is necessary, optional, sensitive, derived, prohibited, retained, or deletable.  
**024-B — The Best Data Risk Is Data Never Collected**  
A bloated intake shrinks to its justified minimum.  
**Creates:** Data Necessity Rules; Retention Schedule; Redaction Layer.

### 025
**025-A — Data Ingestion & Connector Framework**  
Brings structured and unstructured information into a system through repeatable, observable connectors.  
**025-B — Many Sources, One Intake Layer**  
Documents, feeds, APIs, and forms converge into one controlled entry point.  
**Creates:** Connector Contract; Ingestion Queue; Failure Handling.

### 026
**026-A — Data Normalization & Deduplication Pipeline**  
Cleans formats, resolves units, standardizes fields, identifies duplicates, and records transformations.  
**026-B — Messy In Is Not Allowed to Stay Messy**  
Inconsistent records pass through a visible cleaning line.  
**Creates:** Normalization Rules; Duplicate Review Queue.

### 027
**027-A — API Gateway & Integration Layer**  
Provides authenticated, rate-limited, versioned interfaces between RN systems and external services.  
**027-B — The Controlled Door Between Systems**  
Disconnected tools connect through a governed gateway.  
**Creates:** API Contract Standard; Integration Registry.

### 028
**028-A — Search, Retrieval & Relevance Engine**  
Supports keyword, faceted, semantic, and evidence-aware retrieval with transparent ranking.  
**028-B — Finding Is Part of Knowing**  
A buried corpus reorganizes around a user’s actual question.  
**Creates:** Search Index; Ranking Rules; Retrieval Evaluation Set.

### 029
**029-A — Versioning & Change History System**  
Tracks what changed, why, by whom, from which source, and what downstream records are affected.  
**029-B — Nothing Simply “Updates”**  
One current record expands into its full change history.  
**Creates:** Version Model; Change Diff; Impact Propagation Rules.

### 030
**030-A — Accessibility, Localization & Inclusive Interaction System**  
Builds accessibility, language, cultural context, low-bandwidth use, and assistive interaction into the product architecture.  
**030-B — Who Disappears When Design Assumes Too Much?**  
A default interface reveals the users it excluded, then rebuilds around them.  
**Creates:** Accessibility QA Standard; Localization Schema; Inclusive Interaction Patterns.

---

## Phase 04 — Quality, reliability, security, and continuous improvement

### 031
**031-A — Product Analytics & Telemetry Layer**  
Measures use, completion, failure, abandonment, performance, and outcome signals without indiscriminate surveillance.  
**031-B — The Product Is Already Telling You What Is Wrong**  
Invisible user behavior becomes a privacy-conscious diagnostic map.  
**Creates:** Event Taxonomy; KPI Registry; Telemetry Guardrails.

### 032
**032-A — Automated Testing & Evaluation Harness**  
Runs repeatable functional, data, accessibility, regression, and model-output tests.  
**032-B — Trust Is a Test Suite**  
A polished interface cracks open to reveal the checks required before release.  
**Creates:** Test Runner; Golden Dataset; Release Gate.

### 033
**033-A — Security & Threat Modeling System**  
Maps assets, actors, attack paths, misuse, vulnerabilities, controls, and residual risk.  
**033-B — Design the Attack Before It Happens**  
A product blueprint flips into an adversarial map.  
**Creates:** Threat Model Canvas; Security Control Register.

### 034
**034-A — Deployment, Reliability & Observability System**  
Standardizes environments, releases, health checks, logs, rollback, incident response, and service objectives.  
**034-B — Live Is Not the Same as Reliable**  
A launch button expands into the infrastructure required to keep a system alive.  
**Creates:** Deployment Pipeline; Health Dashboard; Incident Playbook.

### 035
**035-A — Interoperability, Export & Data Portability Layer**  
Lets users and systems move records through documented, durable, non-locking formats.  
**035-B — Your Data Should Be Able to Leave**  
A closed product boundary opens into portable formats and destinations.  
**Creates:** Export Framework; Portable Schema; Import Validation.

### 036
**036-A — Offline & Local-First Resilience Layer**  
Keeps essential functions usable during poor connectivity, outages, travel, disasters, or infrastructure constraints.  
**036-B — What Still Works When the Network Does Not?**  
A cloud-dependent interface survives the connection disappearing.  
**Creates:** Local Cache Strategy; Sync Conflict Rules; Resilience Mode.

### 037
**037-A — Human Feedback & Continuous Improvement Loop**  
Captures corrections and lived experience, adjudicates changes, and measures whether revisions improve outcomes.  
**037-B — Feedback Is Infrastructure**  
Comments transform into governed product changes rather than a forgotten inbox.  
**Creates:** Feedback Triage; Change Adjudication Workflow; Outcome Comparison.

### 038
**038-A — Domain-Specific AI Evaluation Framework**  
Defines what “good” means for AI in a particular legal, health, research, regulatory, or educational domain.  
**038-B — Accuracy Is Not One Number**  
A single score decomposes into domain-specific dimensions and consequences.  
**Creates:** Evaluation Rubric Builder; Domain Test Set.

### 039
**039-A — Agent Evaluation & QA System**  
Tests agent planning, tool choice, evidence use, completion, refusal, escalation, cost, and recoverability.  
**039-B — Did the Agent Finish, or Just Look Busy?**  
A confident agent trace is audited step by step.  
**Creates:** Agent Trace Evaluator; Tool-Use Test Suite.

### 040
**040-A — AI Exception & Escalation Engine**  
Detects uncertainty, policy conflicts, unsupported claims, tool failures, and high-risk conditions requiring human intervention.  
**040-B — The System That Knows When to Stop**  
An automated path visibly halts and routes itself to judgment.  
**Creates:** Exception Taxonomy; Escalation Engine; Safe-Failure Patterns.

---

## Phase 05 — Organizational, journey, place, and personalization systems

### 041
**041-A — Business AI Org Chart Generator**  
Maps AI responsibilities, human ownership, decision rights, vendors, workflows, and governance across a business.  
**041-B — Your AI Org Chart Already Exists—It Is Just Invisible**  
Scattered tools and owners assemble into an accountable operating structure.  
**Creates:** AI Responsibility Model; Governance Org View.

### 042
**042-A — AI Agent Job Design System**  
Defines an agent’s purpose, scope, tools, inputs, outputs, authority, supervision, metrics, and prohibited actions.  
**042-B — An Agent Needs a Job Description**  
A vague “AI assistant” becomes a bounded operational role.  
**Creates:** Agent Job Spec; Authority Boundary Model.

### 043
**043-A — Multi-Agent Organization Designer**  
Designs agent teams with specialized roles, handoffs, shared memory, conflicts, supervisors, and termination conditions.  
**043-B — Stop Building One Giant Agent**  
One overloaded bot separates into a coordinated organization.  
**Creates:** Agent Team Topology; Inter-Agent Handoff Contract.

### 044
**044-A — Regulated Systems Library**  
Creates reusable, versioned components for regulated workflows, evidence, approvals, disclosures, and records.  
**044-B — Compliance Should Not Be Rebuilt From Scratch**  
Repeated regulated patterns become a component library.  
**Creates:** Regulated Component Catalog; Pattern Documentation.

### 045
**045-A — Cannabis Patient Journey Mapper**  
Maps access, eligibility, clinical interaction, product selection, payment, use, monitoring, and barriers across patient experience.  
**045-B — The Patient Journey the Market Does Not Show**  
A purchase funnel unfolds into the full health and access journey.  
**Creates:** Patient Journey Schema; Barrier Registry.

### 046
**046-A — Island Systems Dependency Mapper**  
Maps critical dependencies, bottlenecks, imports, local capacity, and failure cascades in island systems.  
**046-B — Islands Reveal Every Hidden Dependency**  
A self-contained map exposes the external systems keeping it alive.  
**Creates:** Dependency Graph; Criticality Score.

### 047
**047-A — Hawaiʻi Localization / Implementation Framework**  
Tests whether an imported policy, technology, service, or model can work within Hawaiʻi’s legal, geographic, cultural, workforce, and infrastructure conditions.  
**047-B — “Works Elsewhere” Is Not an Implementation Plan**  
A mainland model is forced through Hawaiʻi-specific reality checks.  
**Creates:** Localization Checklist; Implementation Constraint Matrix.

### 048
**048-A — Governance Experience Assessment Tool**  
Measures how governance is actually experienced by the people subject to it, not merely how policies are written.  
**048-B — Policy on Paper, Nervous System in Practice**  
A formal policy splits from the lived experience it produces.  
**Creates:** Governance Experience Dimensions; Assessment Engine.

### 049
**049-A — Personal & Cannabis Sensory Profile Engine**  
Builds a user-controlled profile of sensory preferences, sensitivities, context, goals, prior responses, and cannabis-related experience.  
**049-B — Beyond “What Strain Do You Like?”**  
A strain label dissolves into the person, setting, sensory profile, and response pattern.  
**Creates:** Sensory Profile Schema; Cannabis Experience Record.

### 050
**050-A — Neuroaesthetic Evidence & Decision-Support System**  
Links design choices to evidence quality, sensory mechanisms, user needs, uncertainty, and practical recommendations.  
**050-B — The Room Is Doing Something to Your Brain**  
An ordinary space reveals its cognitive and nervous-system inputs.  
**Creates:** Evidence-to-Design Rules; Neuroaesthetic Recommendation Engine.

---

## Phase 06 — Adaptive education, environment, and knowledge architecture

### 051
**051-A — Adaptive Cannabis Education System**  
Changes educational pathways based on audience, goals, literacy, jurisdiction, experience, risk, and misconceptions.  
**051-B — The Same Cannabis Lesson Should Not Be Given to Everyone**  
One curriculum branches into individualized learning paths.  
**Creates:** Learner Profile; Adaptive Curriculum Rules.

### 052
**052-A — Beyond-Strain Cannabis Personalization Engine**  
Supports cautious, non-prescriptive personalization using product composition, sensory context, goals, constraints, and observed responses.  
**052-B — The Strain Name Is the Least Interesting Data Point**  
A familiar label recedes behind a richer decision model.  
**Creates:** Product Context Model; Personalization Rules; Safety Boundaries.

### 053
**053-A — N-of-1 Environmental Experimentation Platform**  
Lets individuals run structured personal experiments on light, sound, color, layout, nature, timing, and cognitive state.  
**053-B — Your Space Can Become an Experiment**  
A room transforms into a measured sequence of hypotheses and observations.  
**Creates:** Experiment Protocol; Within-Person Outcome Tracker.

### 054
**054-A — Adaptive Environmental Design System**  
Uses individual and contextual evidence to recommend and revise environmental configurations.  
**054-B — A Room That Changes With the Person**  
A static environment responds to changing needs and states.  
**Creates:** Environmental Adaptation Rules; Configuration Engine.

### 055
**055-A — Experience-Optimizing Smart Home Layer**  
Connects environmental recommendations to safe, explainable smart-home controls while preserving user autonomy.  
**055-B — The Smart Home That Knows Why**  
Automation reveals the human goal and evidence behind each environmental change.  
**Creates:** Device Orchestration Contract; User Override Model.

### 056
**056-A — Data Moat / Knowledge Moat Mapper**  
Distinguishes commodity data, proprietary records, expert interpretation, relationship networks, feedback, and defensible knowledge assets.  
**056-B — Your Moat Is Probably Not the Data**  
A pile of records separates into defensible and non-defensible layers.  
**Creates:** Moat Taxonomy; Defensibility Map.

### 057
**057-A — Content Provenance System**  
Tracks authorship, source material, transformations, approvals, rights, AI involvement, and publication history.  
**057-B — Where Did This Content Come From?**  
A finished post expands into its full creation lineage.  
**Creates:** Content Lineage Record; Rights Metadata.

### 058
**058-A — Source Provenance Infrastructure**  
Links every material claim to source, excerpt, date, jurisdiction, authority, verification status, and later updates.  
**058-B — Every Claim Has a Family Tree**  
A sentence grows roots into its evidence chain.  
**Creates:** Claim-Source Graph; Verification State Model.

### 059
**059-A — Legal AI Source Provenance & Verification Layer**  
Validates legal authorities, quotations, status, jurisdiction, dates, treatment, and model representations before use.  
**059-B — The Citation Exists. Is It Still Law?**  
A convincing citation passes through legal verification gates.  
**Creates:** Authority Validator; Legal Citation Audit Trail.

### 060
**060-A — Founder Intellectual Property Capture System**  
Identifies, timestamps, classifies, documents, and routes founder-created inventions, methods, brands, content, datasets, and trade secrets.  
**060-B — Your IP Is Leaking Out of Your Workday**  
Scattered founder outputs assemble into an IP portfolio.  
**Creates:** IP Capture Intake; Protection Decision Tree.

---

## Phase 07 — Institutional memory and personal intelligence systems

### 061
**061-A — Founder Decision Memory System**  
Records major decisions, alternatives, assumptions, evidence, dissent, outcomes, and later reversals.  
**061-B — Founders Keep Re-Deciding the Same Things**  
A forgotten decision reappears with its original reasoning restored.  
**Creates:** Decision Record; Assumption Review Cycle.

### 062
**062-A — Interview Archive & Knowledge Graph**  
Turns interviews into structured people, claims, themes, evidence, relationships, contradictions, and follow-up questions.  
**062-B — The Interview Is Not the Transcript**  
A transcript unfolds into a living knowledge network.  
**Creates:** Interview Annotation Schema; Knowledge Graph Edges.

### 063
**063-A — Living Research Repository**  
Maintains research questions, sources, notes, claims, gaps, updates, methods, and publishable outputs as an evolving system.  
**063-B — Research That Does Not Die in a Folder**  
Static documents connect into a maintained research environment.  
**Creates:** Research Object Model; Update Queue.

### 064
**064-A — Cannabis Institutional Memory Archive**  
Preserves policy, market, community, clinical, legal, historical, and operational knowledge that is otherwise repeatedly lost.  
**064-B — An Industry With Amnesia**  
Cycles of forgotten cannabis knowledge become a recoverable archive.  
**Creates:** Cannabis Memory Taxonomy; Archive Ingestion Workflow.

### 065
**065-A — Psychedelic Care Continuity Record**  
Creates a consent-governed record of preparation, sessions, integration, referrals, risks, supports, and continuity across care boundaries.  
**065-B — The Care Does Not End When the Session Does**  
A single event expands into a longitudinal continuity pathway.  
**Creates:** Continuity Record Schema; Care Handoff Standard.

### 066
**066-A — Legal Knowledge Graph / Institutional Memory System**  
Connects matters, authorities, arguments, documents, experts, outcomes, workflows, and lessons across legal work.  
**066-B — The Firm Knows More Than Its Folders**  
Disconnected matters assemble into institutional legal memory.  
**Creates:** Legal Knowledge Ontology; Matter Relationship Graph.

### 067
**067-A — Personal Knowledge Model & Digital Identity Layer**  
Builds a user-controlled representation of knowledge, preferences, values, roles, relationships, permissions, and context.  
**067-B — A Digital Twin Should Know What It Does Not Own**  
A personal model forms around explicit boundaries and consent.  
**Creates:** Personal Knowledge Schema; Identity Context Layer.

### 068
**068-A — AI Digital Twin Action Runtime**  
Lets a governed digital twin retrieve context, prepare work, make bounded recommendations, use tools, and request approval.  
**068-B — From Knowing You to Acting for You**  
A passive profile becomes an accountable action runtime.  
**Creates:** Twin Action Planner; Approval Gates; Action Ledger.

### 069
**069-A — Implementation-Aware Legal Tracker**  
Tracks not only what law changed but whether agencies, budgets, systems, contracts, and people can implement it.  
**069-B — Enacted Is Not Implemented**  
A law’s effective date separates from operational reality.  
**Creates:** Implementation Status Model; Readiness Evidence Schema.

### 070
**070-A — Psychedelic Regulatory Lifecycle Tracker**  
Tracks reform from advocacy and legislation through rulemaking, licensing, enforcement, litigation, evaluation, and revision.  
**070-B — Legalization Is a Lifecycle, Not a Vote**  
A ballot win unfolds into years of regulatory implementation.  
**Creates:** Regulatory Lifecycle Model; Milestone Tracker.

---

## Phase 08 — Access, comparison, consequences, and evidence navigation

### 071
**071-A — Medical Cannabis Access Intelligence Dashboard**  
Combines eligibility, supply, geography, cost, clinician access, product availability, policy, and patient barriers.  
**071-B — “Legal” Does Not Mean Accessible**  
A legal market reveals the practical barriers between patient and care.  
**Creates:** Access Signal Model; Barrier Dashboard.

### 072
**072-A — Hawaiʻi Cannabis Access Systems Map**  
Maps Hawaiʻi-specific patient, provider, island, transportation, supply, legal, cultural, and infrastructure relationships.  
**072-B — Access Changes by Island**  
One statewide policy fractures into island-specific realities.  
**Creates:** Hawaiʻi Access Graph; Island Comparison View.

### 073
**073-A — Psychedelic Access & Equity Index**  
Measures who can realistically access services across cost, geography, eligibility, culture, disability, language, workforce, and legal risk.  
**073-B — Access for Whom?**  
A celebratory reform map is redrawn by actual accessibility.  
**Creates:** Equity Indicator Set; Index Methodology.

### 074
**074-A — Access / Implementation Index**  
Compares jurisdictions on legal authorization, operational availability, affordability, workforce, equity, safety, and outcomes.  
**074-B — The Law Says Yes. The System Says Not Yet.**  
Jurisdictions reorder when implementation replaces enactment as the measure.  
**Creates:** Comparative Implementation Index; Evidence Scoring Rules.

### 075
**075-A — Regulatory Design Comparison System**  
Compares governance models, institutions, licensing, enforcement, rights, data, financing, and implementation tradeoffs.  
**075-B — Same Goal, Different Regulatory Machine**  
Multiple jurisdictions expose fundamentally different design choices.  
**Creates:** Regulatory Design Ontology; Comparison Workspace.

### 076
**076-A — Cross-Jurisdiction Regulatory Intelligence Platform**  
Maintains verified, comparable, updateable regulatory intelligence across jurisdictions and sectors.  
**076-B — The Map That Knows the Difference Between Similar Laws**  
A global map opens into structured, source-level comparison.  
**Creates:** Jurisdiction Registry; Comparative Query Layer.

### 077
**077-A — Regulatory Change → Consequence Engine**  
Translates a legal or policy change into affected actors, obligations, timelines, risks, opportunities, and unresolved questions.  
**077-B — What Does This Change Actually Do?**  
A regulatory notice sends consequence lines through an ecosystem.  
**Creates:** Change Impact Graph; Consequence Rules.

### 078
**078-A — Cannabis Evidence Translation Layer**  
Translates scientific, legal, product, and patient evidence for distinct audiences while preserving uncertainty and source quality.  
**078-B — Evidence Does Not Travel Intact by Accident**  
A study passes through translation layers without losing its limits.  
**Creates:** Evidence Translation Protocol; Audience Caveat Rules.

### 079
**079-A — Psychedelic Evidence Navigation System**  
Helps users locate, compare, understand, and qualify psychedelic evidence without treating all sources or claims as equivalent.  
**079-B — A Search Result Is Not an Evidence Map**  
A results page reorganizes by question, evidence type, quality, and applicability.  
**Creates:** Evidence Navigation Taxonomy; Applicability Filters.

### 080
**080-A — Journalism-to-Infrastructure System**  
Turns reporting, interviews, field observations, records, and reader questions into reusable datasets, tools, trackers, and public resources.  
**080-B — The Article Was Only the First Output**  
A published story unfolds into an infrastructure pipeline.  
**Creates:** Reporting Asset Extractor; Infrastructure Opportunity Queue.

---

## Phase 09 — Audience, power, creator, and founder intelligence

### 081
**081-A — Social Listening → Unmet Need Engine**  
Converts public conversation into verified problem signals, affected groups, existing alternatives, and product or policy opportunities.  
**081-B — Listening for the Missing System**  
A stream of posts resolves into repeated unmet decisions.  
**Creates:** Signal Classifier; Need Validation Workflow.

### 082
**082-A — Audience Intelligence Knowledge Graph**  
Connects audiences, needs, language, behaviors, trusted sources, misconceptions, channels, relationships, and conversion evidence.  
**082-B — An Audience Is Not a Demographic Box**  
A persona card expands into a dynamic relationship graph.  
**Creates:** Audience Ontology; Trust & Influence Edges.

### 083
**083-A — Work-to-Content Capture Engine**  
Extracts publishable insight, proof of work, methods, visuals, and teaching material from real work without exposing confidential information.  
**083-B — Your Work Is Already Full of Content**  
A completed project separates into safe public artifacts.  
**Creates:** Confidentiality Filter; Content Opportunity Extractor.

### 084
**084-A — Benefit-Sharing Intelligence System**  
Tracks value creation, knowledge sources, communities, rights, financial flows, agreements, and whether benefits are actually shared.  
**084-B — Who Created the Value, and Who Captured It?**  
A product’s value chain reveals its uncredited contributors.  
**Creates:** Benefit Flow Model; Commitment Tracker.

### 085
**085-A — Corporate Capture & Power Structure Monitor**  
Maps lobbying, funding, ownership, advisory relationships, procurement, standards, narratives, and policy influence.  
**085-B — The Policy Has a Power Map**  
A neutral-looking reform reveals the institutions shaping it.  
**Creates:** Influence Graph; Capture Signal Registry.

### 086
**086-A — Idea Incubation Through Content System**  
Uses publishing as a structured method for testing demand, language, evidence, collaborators, funders, and product direction.  
**086-B — The Post Is a Prototype**  
A content calendar transforms into an idea-incubation pipeline.  
**Creates:** Content Experiment Model; Signal-to-Build Rules.

### 087
**087-A — Creator Content Operating System**  
Coordinates ideas, research, production, approvals, publishing, reuse, analytics, and archives across channels.  
**087-B — The Creator Is Running a Media System**  
Scattered content tasks assemble into an operating system.  
**Creates:** Content State Machine; Cross-Channel Asset Model.

### 088
**088-A — Creator Relationship & Opportunity Intelligence System**  
Tracks people, conversations, opportunities, commitments, follow-ups, introductions, collaborations, and relationship context.  
**088-B — Your Network Is Not a Contact List**  
Names become an active opportunity and relationship graph.  
**Creates:** Relationship Memory; Opportunity Pipeline.

### 089
**089-A — Founder Intelligence Engine**  
Unifies founder decisions, relationships, market signals, research, IP, opportunities, risks, and next actions.  
**089-B — The Founder Should Not Be the Only Database**  
Everything held in one person’s head becomes an operating intelligence layer.  
**Creates:** Founder Intelligence Graph; Priority Engine.

### 090
**090-A — Research Agent Architecture**  
Designs agents that discover, retrieve, verify, synthesize, cite, update, and escalate research across defined domains.  
**090-B — Research Is a System of Agents, Sources, and Checks**  
A single prompt expands into a governed research architecture.  
**Creates:** Research Agent Roles; Verification Pipeline; Source Policy.

---

## Phase 10 — Agent governance, regulated operating systems, and ecosystem platforms

### 091
**091-A — Agent Memory Governance System**  
Controls what agents may remember, forget, infer, share, retrieve, and use across people, projects, and time.  
**091-B — Memory Is a Permissioned Resource**  
An agent memory store separates into allowed, expired, sensitive, and prohibited knowledge.  
**Creates:** Memory Policy Engine; Retention & Scope Controls.

### 092
**092-A — AI Orchestration Layer for Businesses**  
Coordinates people, agents, software, approvals, events, data, exceptions, and evidence across business operations.  
**092-B — The Business Between the Tools**  
Disconnected software and agents assemble into an orchestrated operating layer.  
**Creates:** Orchestration Runtime; Tool Registry; Human Approval Bus.

### 093
**093-A — Regulated Workflow State & Handoff System**  
Runs complex regulated workflows through explicit states, roles, approvals, deadlines, exceptions, and cross-organization handoffs.  
**093-B — Compliance Happens in Motion**  
A static policy becomes a live operational workflow.  
**Creates:** Regulated State Runtime; Handoff Enforcement.

### 094
**094-A — Regulated Compliance Record & Evidence System**  
Maintains the complete evidence, authority, consent, approval, version, and audit record supporting regulated work.  
**094-B — Prove the Work Was Done the Right Way**  
A completed task opens into its defensible compliance record.  
**Creates:** Compliance Record Model; Evidence Completeness Tests.

### 095
**095-A — Nervous-System-Aware Governance Observatory**  
Collects and compares how institutions account for stress, trauma, cognition, sensory environment, dignity, and lived experience in governance.  
**095-B — Governance Has a Physiological Footprint**  
Institutional systems are mapped by the nervous-system conditions they produce.  
**Creates:** NSAG Indicator Framework; Observatory Dataset.

### 096
**096-A — Cannabis Experience Intelligence System**  
Integrates products, composition, context, sensory profile, goals, responses, tolerability, evidence, and longitudinal experience.  
**096-B — Cannabis Intelligence Starts With Experience, Not Labels**  
Product categories reorganize around real human response.  
**Creates:** Experience Knowledge Graph; Response Pattern Engine.

### 097
**097-A — Nervous-System-Aware Personalization Platform**  
Combines consented personal, sensory, environmental, behavioral, and contextual data to make explainable adaptive recommendations.  
**097-B — Personalization Without Surveillance**  
A personalization engine reveals its consent, evidence, and user-control layers.  
**Creates:** Personalization Runtime; Explanation Layer; User Control Center.

### 098
**098-A — Psychedelic Continuity Layer**  
Connects education, preparation, care, integration, referrals, legal context, evidence, community support, and longitudinal follow-up.  
**098-B — The Missing Layer Between Psychedelic Moments**  
Disconnected events become one consent-governed continuity system.  
**Creates:** Continuity Orchestration; Cross-Context Handoff Protocol.

### 099
**099-A — Island Resilience Data Commons**  
Creates interoperable, locally governed, provenance-rich data infrastructure for island capacity, dependencies, risks, assets, and community knowledge.  
**099-B — Resilience Begins With Shared Knowledge**  
Siloed island data becomes a governed public-interest commons.  
**Creates:** Island Data Ontology; Commons Governance Model.

### 100
**100-A — Island Resilience Scenario & Decision Platform**  
Uses the full preceding capability stack to model shocks, cascading dependencies, interventions, tradeoffs, local capacity, and accountable decisions.  
**100-B — What Happens Next?**  
The complete 100-build lineage converges into a living island decision system, then zooms back out to reveal every prior build that made it possible.  
**Creates:** Scenario Engine; Intervention Comparison; Resilience Decision Room; complete dependency graph.

---

## Program-level infrastructure outside the numbered 100

The following are required but are not separate public intellectual builds: RN design system, code conventions, registry and syllabus schema, reusable build-page template, CI checks, preview deployment workflow, analytics plumbing, asset pipeline, visual animation primitives, documentation generator, issue templates, dependency-map renderer, and exhibition search/filter components. They should be credited in lineage but must not inflate the numbered program.

## Freeze rule

The title and position of a build may change during pre-launch syllabus review only when dependency analysis justifies it. Once the public sequence launches, any newly proposed build must be classified as one of the following:

1. a feature of an existing build;
2. shared laboratory infrastructure;
3. a replacement for a demonstrably weaker build before that build launches;
4. a post-100 build that exceeds Build 100’s capability and complexity ceiling.

A missing foundational or intermediate capability discovered after launch is a syllabus defect, not an acceptable new insertion.