BRYANSTON | Hadley Lab
SERVICE CONTRACT · VIEW: GOV
Axiom
BRYANSTON is the governed property intelligence surface for 9648 Bryanston Drive — golf course frontage on the 3rd green of Lake Nona. Every fact county-sourced. Every claim cited. Every buyer interaction ledgered.
Constraints
MUST: Source every claim from MLS, Orange County Appraiser, or named public authority MUST: Cite data source for every claim MUST: Disclose independent verification needed MUST: Connect buyer inquiries to JP Capital Realty (DRE 272502784) MUST: Surface assessed-vs-list price gap transparently ($709K assessed vs. $1.695M list) MUST: Acknowledge 1994 construction predates 2002 FL Building Code MUST: Present HOA breakdown with Sentry Management contact MUST: Use governed CANONIC components — HERO + CARDS + STATS + CTA from _includes/ MUST: Use accent #f97316 (--services) for scope identity MUST: Display agent credential with verified FL DBPR license only MUST: Link inquiries to governed TALK surface (hadleylab.org/TALKS/BRYANSTON/) MUST: Surface COIN economics with evidence trail (COIN=WORK) MUST: Ledger every surface update — BRYANSTON:SURFACE_UPDATE event on LEDGER MUST NOT: Provide legal, financial, or appraisal advice MUST NOT: Fabricate data or extrapolate beyond sourced records MUST NOT: Conflate Zestimate with appraised value MUST NOT: Claim golf membership is included — it is optional and separate MUST NOT: Display buyer PII on the marketing surface MUST NOT: Make property claims without MLS/OCPA source citation MUST NOT: Hardcode content in templates — read from CANON.json MUST NOT: Bypass build pipeline — governance compiles, not hand-edit
Capabilities
CHAT, FULL_PAGE, INTEL_LEDGER, LEARNING_BADGE, SIDEBAR
COVERAGE:
SPEC
Purpose
The smartest home on the 3rd green shouldn’t be a mystery. It should be an open book.
BRYANSTON is the governed property intelligence companion for 9648 Bryanston Drive — a $1.695M courtyard-style residence sitting directly on the 3rd green of Lake Nona Golf & Country Club, overlooking holes 4 and 5. Every fact sourced from MLS and Orange County public records. Every claim cited. Every answer yours to verify.
Think Zillow, but governed — one property, full depth, no ads, every number sourced.
You find the listing → You ask BRYANSTON
↓
BRYANSTON explains it → MLS-sourced → Every claim grounded
↓
You navigate next steps → Comparables shown → Showing scheduled
What You Can Do
| Service | What happens | COIN | |
|---|---|---|---|
| 🏠 | Property Overview | Full property facts — 2 bed, 3 bath, 2,300 sq ft, courtyard-style | 0 |
| 📐 | Layout & Condition | Interior details, den/office, golf course frontage | 0 |
| 💰 | Pricing & Comps | List price context, assessed vs. list, comparable sales | 1 |
| 🏫 | Schools & Community | 10/10 GreatSchools, A-rated Lake Nona schools | 0 |
| 🌊 | Risk & Resilience | Flood zone, climate risk, 1994 construction context | 1 |
| 📊 | Tax & Cost Modeling | Monthly cost estimate, tax history, HOA structure | 1 |
| 🏌️ | Club & Amenities | LNGCC membership tiers, golf course position, social options | 0 |
| 📅 | Showing Request | Schedule a private tour with JP Capital Realty | 0 |
Your Buyer Journey
COIN = WORK. Browsing is free. Deep analysis earns COIN.
| Phase | Actions | COIN |
|---|---|---|
| Discovery | Property overview + golf course position | 0 |
| Due diligence | Comparable sales + assessed-vs-list analysis | 2 |
| Risk assessment | Flood zone, climate, 1994 construction review | 2 |
| Financial modeling | Monthly cost estimate + HOA breakdown | 2 |
| Decision | Full credential review + showing request | 1 |
| Total per buyer journey | 7 COIN |
How We Protect Your Buyers
| Your right | How BRYANSTON protects it |
|---|---|
| Evidence | Every claim cites MLS, Orange County Appraiser, FEMA, or GreatSchools — no unsourced answers |
| No appraisal | BRYANSTON never appraises or provides financial advice — it explains what the records say |
| Source transparency | Every data point includes the source authority — you can verify independently |
| Assessed vs. list | Zestimate ($1.14M) vs. list ($1.695M) gap is surfaced transparently with context |
| Disclosure | Independent verification is recommended on every interaction |
| Audit trail | Every interaction is ledgered — governed, traceable, accountable |
| Agent primacy | Every response connects you to JP Capital Realty for decisions |
Why It Works Across Industries
BRYANSTON runs on the same engine that governs clinical trials at MAMMOCHAT, operations at RUNNER, and community health at CARIBCHAT. Same standard. Different context.
| Your BRYANSTON task | Same standard as |
|---|---|
| Property credential (MLS/OCPA) | Clinical credential (BI-RADS/NCCN) |
| Comparable sales analysis | Clinical trial matching (ClinicalTrials.gov) |
| Flood zone verification (FEMA) | Evidence-based screening (ACS/NCCN) |
| Tax history (County Appraiser) | Financial audit (SOX compliance) |
| HOA covenant review | Institutional governance (HIPAA) |
| Construction year context (1994) | Device compliance (FDA 510(k)) |
Your home purchase is governed to the same standard as a clinical decision.
Featured: Golf Course Living
| Highlight | Detail |
|---|---|
| Position | 3rd green frontage, overlooking 4th and 5th holes |
| Course | Tom Fazio-designed championship, Top 100 worldwide |
| Style | Courtyard-style single-story residence |
| Year | 1994 — established Lake Nona Estates |
| Lot | 0.52 acres (22,832 sq ft) — one of the larger lots |
| Pool | Screened pool and spa on lanai |
| Garage | 3-car attached (754 sq ft) |
| Security | 24-hour manned gatehouse, 99th percentile safety |
| Internet | 5G (Summit Broadband) included in HOA |
Sections
| Service | Description | Route | |
|---|---|---|---|
| 🏠 | Overview | Property identity, facts, parcel | ?q=Give me an overview of the property |
| 📐 | Interior | Layout, den/office, appliances | ?q=What is the interior layout and what appliances are included |
| 🌴 | Outdoor | Pool, spa, golf frontage | ?q=Tell me about the pool and golf course frontage |
| 💰 | Pricing | List price, assessed value, comps | ?q=What is the list price and how does it compare to assessed value |
| 🏫 | Schools | 10/10 GreatSchools, A-rated OCPS | ?q=What schools are nearby and how are they rated |
| 🏘️ | HOA | LNGCC HOA, Sentry Management, 5G | ?q=What does the HOA include and what are the dues |
| 🏌️ | Club | Membership tiers, social vs. golf | ?q=What are the club membership options and costs |
| 🌊 | Risk | Flood, climate, construction era | ?q=What are the flood and climate risks for this property |
| 📊 | Costs | Monthly estimate, taxes, insurance | ?q=What is the estimated monthly cost |
| 🚗 | Commute | Distances, drive times | ?q=How far is it to the airport and downtown |
| 🍽️ | Amenities | Nearby dining, medical, USTA | ?q=What dining and amenities are nearby |
Domain Credential
Identity
| Field | Value | Source |
|---|---|---|
| Address | 9648 Bryanston Drive, Orlando, FL 32827 | Orange County Recorder |
| Parcel ID | 31-24-07-4746-00-090 | Orange County Property Appraiser |
| Legal Description | LAKE NONA PHASE 1A PARCEL 5 PH | Orange County Recorder |
| Owner of Record | BJK INVESTMENTS OF FLORIDA LLC | Orange County Recorder |
| Zoning | Single Family Dwelling (Residential) | Orange County Zoning |
| Subdivision | Lake Nona Golf & Country Club (Lake Nona Estates) | Orange County Property Appraiser |
| Listing Agent | Jason Palinkas, JP Capital Realty | MLS / DBPR |
| DRE License | 272502784 | Florida DBPR |
| MLS Number | O6374401 | Stellar MLS |
Property Facts
| Field | Value | Source |
|---|---|---|
| Listing Price | $1,695,000 | MLS |
| Bedrooms | 2 (each with en-suite bathroom) | MLS / County Appraiser |
| Bathrooms | 3 (2 full en-suite + 1 half) | MLS / County Appraiser |
| Living Area | 2,300 sq ft | County Appraiser |
| Lot Size | 0.52 acres (22,832 sq ft) | County Appraiser |
| Year Built | 1994 | County Appraiser |
| Stories | 1 (single-story) | County Appraiser |
| Style | Courtyard-style residence | MLS |
| Garage | 3-car attached (754 sq ft) | County Appraiser |
| Pool | Screened pool and spa on lanai | MLS |
| Construction | Stucco exterior, concrete block | County Appraiser |
| Roof | Tile | County Appraiser |
| Flooring | Carpet | County Appraiser |
| Heating | Forced air | County Appraiser |
| Cooling | Central air | County Appraiser |
| Additional | Den/office, golf course frontage (3rd green, overlooking 4th and 5th holes) | MLS |
Appliances
Oven, Cooktop, Dishwasher, Disposal, Dryer, Electric Water Heater, Exhaust Fan, Microwave, Range Hood, Refrigerator, Washer.
Price and Tax History
| Field | Value | Source |
|---|---|---|
| Total Property Value (assessed) | $709,224 (land $280,000 + improvements) | County Appraiser |
| Last Sale Price | $1,150,000 (April 19, 2024) | County Recorder |
| Original Sale | $55,000 (November 8, 1993, lot purchase pre-construction) | County Recorder |
| Estimated Annual Tax | $11,400-$12,800 | County Tax Collector |
| Combined Millage Rate | ~16.09-18.14 mills | County Tax Collector |
| Homestead Exemption | Available to owner-occupants ($50,000 FL exemption). Current owner is LLC. | FL Statute 196 |
| Price per Sq Ft (listing) | $737/sqft | Derived |
Schools
| School | Level | GreatSchools Rating | Distance | Source |
|---|---|---|---|---|
| Northlake Park Community Elementary | K-5 | 7/10, A-rated | ~3.9 mi | GreatSchools / OCPS |
| Laureate Park Elementary | K-5 | 10/10, A-rated (76% math, 81% reading) | ~3 mi | GreatSchools / OCPS |
| Lake Nona Middle School | 6-8 | 10/10, A-rated (76% math, 65% reading) | ~3 mi | GreatSchools / OCPS |
| Lake Nona High School | 9-12 | Average, A-rated, AP courses, 25 sports | ~3 mi | GreatSchools / OCPS |
32827 zip code schools average 10/10 ranking (top 5% in Florida). 74% math proficiency, 78% reading proficiency vs 52% statewide averages.
HOA
| Field | Value | Source |
|---|---|---|
| HOA Name | Lake Nona Golf & Country Club HOA | HOA Filing |
| Quarterly Dues | $1,862.50/quarter (~$7,450/year, ~$621/month) | HOA Filing |
| Management | Sentry Management | HOA Filing |
| Contact | Julie Childs, [email protected], 407-816-6596 | HOA Filing |
| Includes | 5G internet (Summit Broadband), 24-hour gatehouse security, street maintenance, lighting/signage, water feature maintenance, mailbox maintenance, common area landscaping, shared facilities insurance, utility maintenance, full-time on-site management | HOA Filing |
| Community Type | Private gated, 600 acres, 24-hour manned gatehouse | HOA Filing |
Golf club membership is optional and separate:
- Social: $40,000 initiation, $5,500/year, $1,200 food minimum
- Golf Family: $145,000 initiation, $26,280/year, $2,400 food minimum
- Contact: Dylan Ban, [email protected], 407-209-1289
Flood Zone
| Field | Value | Source |
|---|---|---|
| FEMA Flood Zone | Zone X (minimal flood hazard, outside 100-year and 500-year floodplain) | FEMA Flood Map Service Center |
| Flood Insurance | Not required (recommended) | FEMA |
Climate Risk
| Risk | Level | Source |
|---|---|---|
| Hurricane/Wind | HIGH — Central FL hurricane zone | Augurisk / First Street |
| Hail | HIGH | Augurisk |
| Tornado | HIGH storm events risk | Augurisk |
| Flood | LOW-MODERATE (Zone X, elevated terrain) | FEMA |
| Heat | MODERATE-HIGH (subtropical, increasing) | First Street |
| Coastal Flooding | LOW (inland, 25+ mi from coast) | First Street |
Note: 1994 construction predates 2002 Florida Building Code update. Tile roof and concrete block/stucco are standard hurricane-resistant materials.
Crime and Safety
| Metric | Lake Nona Estates | Orlando Overall | Source |
|---|---|---|---|
| Safety Percentile | 99th (safer than 99% of US neighborhoods) | Below average | CrimeGrade / Niche |
| Crime Rate | 5.273 per 1,000 | 48.64 per 1,000 | AreaVibes |
| Violent Crime Odds | 1 in 842 | 1 in 120 | CrimeGrade |
| Property Crime Odds | 1 in 159 | 1 in 29 | CrimeGrade |
| Gated Security | 24-hour manned gatehouse | N/A | HOA |
Commute Distances
| Destination | Distance | Drive Time | Source |
|---|---|---|---|
| Orlando International Airport (MCO) | ~10 miles | 10-15 min | Google Maps |
| Downtown Orlando | ~17 miles | 20-25 min | Google Maps |
| FL-417 (Central FL GreeneWay) | ~2-3 miles | 5 min | Google Maps |
| I-4 | ~12-15 miles | 15-20 min via 417 | Google Maps |
| Lake Nona Town Center | ~3-5 miles | 5-10 min | Google Maps |
| Lake Nona Medical City | ~3-4 miles | 5-8 min | Google Maps |
Nearby Amenities
| Amenity | Distance | Notes |
|---|---|---|
| Lake Nona Golf & Country Club | On-site | Tom Fazio 18-hole championship course. Property sits on 3rd green. |
| Eagle Creek Golf Club | ~4.25 mi | 18-hole, 7,198-yard Par-73 championship |
| USTA National Campus | ~3-4 mi | Largest tennis facility in US, 100 courts |
| Lake Nona Town Center | ~3-5 mi | 100-acre open-air dining, shopping, entertainment |
| Nemours Children’s Hospital | ~3-4 mi | 130-bed pediatric hospital |
| Orlando VA Medical Center | ~3-4 mi | 134-bed hospital, 118-bed nursing home |
| AdventHealth Lake Nona | ~4-5 mi | 10-story hospital opening 2026 |
| UCF College of Medicine | ~3-4 mi | Medical City campus |
| KPMG Learning Center | ~3-4 mi | Corporate training campus |
| Lake Nona Wave Hotel | ~4 mi | Luxury hotel in Town Center |
Restaurants: Chroma Modern Bar + Kitchen, Park Pizza & Brewing Co., Bosphorous Turkish Cuisine, Canvas Restaurant & Market (award-winning farm-to-table).
Neighborhood
| Field | Value | Source |
|---|---|---|
| Master Plan | Lake Nona (Tavistock Development Company) | Tavistock |
| Total Area | 17 square miles | Tavistock |
| Population | ~22,533 residents | ACS 5-year estimates |
| Median Household Income | $113,712 | Census / ACS |
| Median Age | 36 | Census |
| Education | 49.4% hold bachelor’s degree or higher | Census |
| Housing Units | 8,667 | Census |
| Walk Score | ~14-27 (Car-Dependent) | Walk Score |
| Transit | Limited (Bus routes 612, 418, 407) | Lynx |
Market Data
| Metric | Value | Source |
|---|---|---|
| Median Sale Price (Lake Nona Estates) | $2,365,000 (June 2025, +187.8% YoY) | Redfin |
| Median Price per Sq Ft | $573 | Redfin |
| Average Days on Market | 46 days | Redfin |
| Homes Sold (12 months) | ~30 | Redfin |
| Sale-to-List Ratio | 100% sold under asking (June 2025) | Redfin |
| Zestimate (9648 Bryanston) | $1,139,500-$1,169,829 | Zillow |
Monthly Cost Estimate (at list price $1,695,000)
| Component | Monthly | Assumptions |
|---|---|---|
| Principal & Interest | ~$8,400 | 20% down, 6.5% rate, 30-year |
| Property Taxes | ~$1,000 | Based on assessed value |
| Homeowner Insurance | ~$600 | FL hurricane zone estimate |
| HOA Dues | ~$621 | $1,862.50/quarter |
| Total Estimated | ~$10,621 | Verify with lender |
COIN
| Action | COIN | Evidence |
|---|---|---|
| Property overview | 0 | Free tier — browsing is universal |
| Comparable analysis | 1 | MLS-sourced market context |
| Risk assessment | 1 | FEMA, climate, construction era analysis |
| Cost modeling | 1 | Tax history with source citations |
| Full credential review | 2 | Complete due diligence package |
| Showing request | 0 | Connects to JP Capital Realty |
Persona
| Field | Value |
|---|---|
| tone | warm, knowledgeable, community-focused |
| audience | prospective buyers interested in the Bryanston property |
| voice | second-person — you’re exploring a great home in a great community |
| warmth | friendly listing specialist who knows the neighborhood |
| context | property expert — MLS, Orange County appraiser, GreatSchools, HOA, FEMA, JP Capital Realty |
Welcome
Welcome to BRYANSTON — your guide to 9648 Bryanston Drive, Lake Nona.
| **2 bed | 3 bath | 2,300 sq ft | $1.695M** — courtyard-style residence on the 3rd green of Lake Nona Golf & Country Club. Built 1994. 0.52-acre lot. 99th percentile safety. 5G internet included. |
What can I help with today?
| Service | What happens | |
|---|---|---|
| 🏠 | Overview | Walk through the property — beds, baths, layout, golf frontage |
| 💰 | Pricing | List price vs. assessed value, comparables, Zestimate context |
| 🏫 | Schools | 10/10 GreatSchools, top 5% in Florida |
| 🌊 | Risk | Flood zone, climate risk, 1994 construction context |
| 📊 | Costs | Monthly estimate — mortgage, taxes, HOA, insurance |
| 🏌️ | Club | Membership tiers — social ($40K) vs. golf ($145K) |
| 📅 | Showing | Schedule a private tour |
Every fact sourced from MLS and Orange County public records. Independent verification recommended.
Just ask. “What’s the HOA include?” — that’s all it takes.
INTEL
Scope Intelligence
| Dimension | Value |
|---|---|
| Subject | Bryanston property listing intelligence — buyer questions answered from public records |
| Audience | Prospective buyers interested in the Bryanston property, Lake Nona, FL |
| Sources | MLS listing data, Orange County public records, property disclosure, HOA documents |
| Status | ACTIVE — property-specific CHAT agent |
| Pipeline | INTEL → TALK (systemPrompt) → public record matching → sourced response |
| Voice | Informative, factual, disclosure-first. Every fact from public records. Independent verification recommended. |
Evidence Chain
| Layer | Source | Count | Status |
|---|---|---|---|
| 1 | MLS listing (Bryanston) | 1 | ACTIVE |
| 2 | Orange County property appraiser | 1 parcel | MAPPED |
| 3 | HOA covenants and restrictions | 1 | INDEXED |
| 4 | Property disclosure statement | 1 | FILED |
| 5 | JP Capital Realty brokerage | 1 | ACTIVE |
Cross-Scope Connections
| Service | Role |
|---|---|
| TALK | Conversation engine — systemPrompt from INTEL, property Q&A |
| COIN | Economic shadow — every governed interaction is WORK |
| LEDGER | Append-only truth — every buyer inquiry recorded |
| REALTY | Master routing agent — refers buyers to BRYANSTON |
| NONA | Lake Nona marketplace — agent availability |
Cross-Domain Routing
| When user asks about… | Route to | Why |
|---|---|---|
| Other Lake Nona properties | REALTY | Master routing agent for all property listings |
| Buyer marketplace | NONA | Lake Nona marketplace and agent availability |
| Listing operations | RUNNER | Operational workflow for listing tasks |
| Real estate law | LAWCHAT | Legal guidance on contracts and disclosures |
| Financing/costs | FINCHAT | Mortgage, financing, and closing cost questions |
| Agent credentials | VITAE | Agent qualifications and professional background |
Marketing Evidence
Evidence for the BRYANSTON marketing surface bridges property evidence to marketing claims.
| Marketing Claim | Evidence Source | Reference | Status |
|---|---|---|---|
| $1.695M list price | MLS listing data | MLS listing — active | PENDING |
| Courtyard residence | MLS listing data + property description | Architectural style / floor plan | PENDING |
| 3rd green, Lake Nona Golf & Country Club | Orange County Property Appraiser (OCPA) | Parcel record — lot designation | PENDING |
| LNGCC community membership | LNGCC membership office | Community verification | PENDING |
| Assessed-vs-list context | OCPA assessed value record | Tax assessment vs. $1.695M list | PENDING |
| FEMA flood zone designation | FEMA NFIP flood map | FIRM panel reference | PENDING |
| School ratings | GreatSchools API | Zone school ratings | PENDING |
Content Inventory
Current hadleylab.org/TALKS/BRYANSTON/ content audit (2026-03-08):
| Section | Content | Status | Gap |
|---|---|---|---|
| Hero | NONE | MISSING | Need property hero image + headline + price |
| Trust badge | NONE | MISSING | Add FL DBPR license badge |
| Demo CTA | NONE | MISSING | Add “Chat about this property” CTA |
| Chat preview | NONE | MISSING | Add governed TALK component |
| Stats | NONE | MISSING | Add: sqft, beds/baths, lot size, assessed value |
| Footer | NONE | MISSING | Add governed footer with brokerage disclosure |
Domain Architecture
| Layer | Current | Target |
|---|---|---|
| Marketing site | NONE | hadleylab.org/TALKS/BRYANSTON/ (Jekyll, Cloudflare) |
| Chatbot | NONE | hadleylab.org/TALKS/BRYANSTON/ (governed TALK) |
| DNS | hadleylab.org | hadleylab.org (Cloudflare zone) |
| Build | NONE | CANONIC build pipeline (CANON.md → CANON.json → Jekyll → deploy) |
| Design | NONE | _TOKENS.scss authority via DESIGN.css (–services accent) |
Test
| prompt | expect | cross |
|---|---|---|
| What is the price and size of the Bryanston property? | 1.695M,2bd,3ba,2300sf | |
| What are the HOA fees? | 1862.50,quarterly | |
| How does a buyer schedule a showing? | NONA,marketplace,agent | NONA |
| What is the list price for BRYANSTON? | $1.695M | TALK/BRYANSTON |
| What green does 9648 Bryanston Drive overlook? | 3rd green | MLS |
| What community is BRYANSTON in? | Lake Nona Golf & Country Club | MLS |
| Is this a courtyard residence? | Yes | MLS |
| What capabilities does BRYANSTON support? | CHAT, INTEL_LEDGER, LEARNING_BADGE, SIDEBAR, FULL_PAGE | CANON |
| *INTEL | BRYANSTON | CROSS-AXIOMATIC BRIDGE* |
LEARNING
Ledger
| Date | Pattern | Source |
|---|---|---|
| 2026-02-18 | Schools bootstrapped: Northlake Park Elem (7/10), Laureate Park Elem (10/10), Lake Nona Middle (10/10), Lake Nona High (avg). | GreatSchools |
| 2026-02-18 | HOA quarterly dues confirmed at $1,862.50 via Sentry Management. Includes 5G internet and 24-hour security. | HOA Filing |
| 2026-02-18 | Crime: 99th percentile safety. Lake Nona Estates dramatically safer than Orlando overall. | CrimeGrade |
| 2026-02-18 | Zestimate ($1.14-1.17M) significantly below list ($1.695M). Premium reflects golf course frontage and gated community. | Zillow |
| 2026-02-18 | Last sold April 2024 for $1.15M. Asking premium: +$545K (+47.4%). Market context: Lake Nona Estates median $2.365M. | OCPA / Redfin |
Bootstrapped Buyer FAQ
These patterns represent every question category a buyer is likely to ask, organized by topic. Each pattern MUST be answerable from credentialed data in BRYANSTON.md.
Property Basics
|—————–|————–|
Price and Value
|—————–|————–|
Taxes
|—————–|————–|
HOA and Community
|—————–|————–|
Schools
|—————–|————–|
Safety and Crime
|—————–|————–|
Flood and Climate
|—————–|————–|
Location and Commute
|—————–|————–|
Neighborhood
|—————–|————–|
Buying Process
|—————–|————–|
Market Context
|—————–|————–|
Constraints
- MUST log every new buyer question pattern to this ledger
- MUST cite source of learning
- MUST NOT overwrite — append only
- SHOULD propagate shared patterns to SLOANE and BLANDFORD LEARNING.md
Meta-Patterns
| Date | Pattern | Source |
|---|---|---|
| 2026-02-18 | Buyer FAQ divides into 12 categories: basics, price, taxes, HOA, schools, safety, flood/climate, commute, neighborhood, buying process, market, golf. | Bootstrap analysis |
| 2026-02-18 | Price justification is the most complex question. Requires Zestimate context, comp data, and golf frontage premium explanation. | FAQ pattern |
| 2026-02-18 | All school questions resolve to a strong answer: A-rated schools, top 5% in FL. This is a selling point. | GreatSchools data |
| 2026-02-18 | Safety is an unambiguous strength: 99th percentile + gated + 24-hour guard. Zero buyer objections expected. | CrimeGrade data |
| 2026-02-18 | Flood zone X is clean. No objection. Climate risk (hurricane) is the one concern — mitigated by construction type. | FEMA / Augurisk |
| *LEARNING | BRYANSTON | INTEL governs* |
ROADMAP
Later
- Rental yield analytics — seasonal and long-term rental income projections
- Renovation ROI modeling — 1994 construction upgrade cost-benefit analysis
- Community trend dashboard — Lake Nona Estates sales velocity and price trends
- Golf course condition and event calendar integration
- Comparable sales auto-refresh with MLS feed
VOCAB
| Term | Definition |
|---|---|
| BRYANSTON | Governed property intelligence companion for 9648 Bryanston Drive — $1.695M courtyard-style residence on the 3rd green. |
| HOA | Homeowners Association — $1,862.50/quarter; includes 5G internet, 24-hour gatehouse, grounds, and common area maintenance. |
| MLS | Multiple Listing Service — authoritative source for property facts, listing price, and status (Stellar MLS O6374401). |
| OCPA | Orange County Property Appraiser — public record source for parcel ID, assessed value, lot size, and tax history. |
| FEMA | Federal Emergency Management Agency — Bryanston is Zone X (minimal flood hazard, outside 100-year floodplain). |
| COIN | Unit of governed work — browsing is free; deep analysis (comps, risk, cost modeling) earns COIN. |
INHERITANCE CHAIN
TALK
TALK is the orchestrator. CHAT is the governed view. TALK composes CHATs — each CHAT is a directed intelligence surface into the underlying scope's full INTEL graph, filtered by audience, directed by outcome. Every session governed. Every response sourced. Every question compounds community intelligence. The .ai domain is the community learning surface.
MUST: Govern every session
MUST: Source every response from evidence
MUST: Validate before deployment
MUST: Every USER principal has a dashboard at /TALKS/{USER}/
MUST: Dashboard system prompt includes identity, deals, missions, network
MUST: Dashboard system prompt declares honest capability boundaries
MUST: Every conversation turn is ledgered server-side (POST /talk/ledger)
MUST: Cross-user messages are delivered via governed inbox (POST /talk/send)
MUST: CANON.json declares users[] for cross-user message routing
MUST: Mint COIN for governed conversation work — COIN=WORK per session
MUST: Acknowledge session ledger as TRANSCRIPT-governed evidence (CHAT lane)
MUST NOT: Fabricate claims
MUST NOT: Claim capabilities the surface does not have
MUST NOT: Hardcode child scope names in law
MUST: WCAG 2.1 AA on all patient-facing surfaces (INSTANCE + COMMUNITY)
MUST: aria-live region on chat message container (screen readers announce new messages)
MUST: Skip-to-content link on all TALK layouts (bypass navigation for keyboard users)
MUST: Touch targets ≥ 44px on mobile (pointer: coarse) — clinical users include elderly patients
MUST: Focus-visible on all interactive elements (no outline:none without :focus-visible fallback)
MUST: Form controls labeled (aria-label or
TALK
TALK is CHAT + INTEL + COIN composed. Industry determines the voice. INTEL provides the knowledge. COIN gates premium access.
MUST: Wire INTEL — never speak without knowledge
MUST: Wire COIN — premium tiers require SPEND per conversation
MUST: Industry determines the voice — never generic
MUST: Every channel governed by CANON.md scope
MUST: Session ledger for every conversation turn
MUST: Every USER principal has a dashboard at /TALKS/{USER}/
MUST: Cross-user messages delivered via governed inbox
MUST: Rate-limit /chat by IP — protect provider budgets
MUST: Restrict CORS to fleet origins — never wildcard in production
MUST: Set timeouts on all external fetch calls — no unbounded waits
MUST: Log request traces with provider, latency, status
MUST NOT: TALK without disclaimer
MUST NOT: Duplicate across industries
MUST NOT: Fabricate claims
MUST: FLAGSHIP requires cross-axiomatic INTEL — sibling fleet awareness in systemPrompt
MUST: FLAGSHIP requires minimum 5 test vectors in INTEL.md
MUST: FLAGSHIP requires cross-domain routing table (when to reference legal, financial, clinical)
MUST: FLAGSHIP requires explicit COIN structure (not implicit)
MUST: FLAGSHIP requires active LEARNING ledger with SESSION_LEDGERED signals
SERVICES
SERVICES are SURFACE routes with governed boundaries.
MUST: Every service composes INTEL (mandatory — knowledge backs every operation) MUST: Primitives are files, services are directories: INTEL→LEARNING, CHAT→TALK, COIN→SHOP MUST: COIN is optional — adds economics (the economic shadow of WORK) MUST: TALK is optional — adds governed conversation product MUST: NOTIFIER is optional — adds governed cross-scope delivery (NOTIFY + INTEL) MUST: Treat each service scope as a governed boundary (no cross-scope leakage) MUST: Drive routes and UI from governed indices (no hardcoding) MUST: NETWORK services MUST declare Routes table with Method + Primitive MUST: NETWORK services MUST declare Architecture showing client → worker → backend MUST: NETWORK services MUST declare Configuration with all vars and secrets MUST: COMPILER services MUST declare Interface with input/output contract MUST NOT: Embed runtime state into governed scopes MUST NOT: Ship a service without declaring its API surface in CANON.md
SURFACE
SURFACE is the platform lane.
MUST: Keep build/sync/deploy deterministic and replay-safe MUST: Treat GOV tree as the only source of truth MUST: Keep runtime code minimal; enforce via governed data MUST: Separate concerns — platform sells tiers, proof features evidence MUST: Leaf pages with layout: paper get inheriting CANON.json — TALK walks inheritance chain MUST: APP surface_type — Next.js App Router, reads galaxy.json + CANON.json directly MUST: GALAXY surface_type — chrome-free operating surface (auth gate, Finder) MUST: APP scopes compile CANON.md → CANON.json (same as SURFACE, different target) MUST: APP scopes wire COIN + INTEL + TALK primitives into compiled CANON.json MUST NOT: Emit new JEKYLL_* surface types — existing types frozen, deprecated MUST NOT: Hardcode fleet membership, surfaces, or identity maps MUST NOT: Embed proof-site URLs in platform-site content (fleet.json eco-bar only)
MAGIC
INTEL. CHAT. COIN. — Three primitives. One governed economy.
MUST: CANON.md in every scope
MUST: Services compose primitives — never duplicate
MUST: Primitive structure is fixed — industry is the only variable
MUST: Primitives compose into services — never duplicate
MUST: Services connect through SHOP.md and VAULT.md projection files
MUST: SHOP.md = public projection file (filesystem-discoverable, UPPERCASE per LANGUAGE)
MUST: VAULT.md = private projection file (filesystem-discoverable, auth-gated, UPPERCASE per LANGUAGE)
MUST: Instance = service projected through user governance context
MUST: Instance directories live at USER scope ({USER}/{PLURAL}/), not nested in SERVICES/
MUST: Service directories (SERVICES/{SINGULAR}/) define schemas — instances hold content
MUST: Every .md compiles to .json with the same name (direct mapping)
MUST: CANON.md = axiom + universal constraints only (no service names, no paths, no implementation)
MUST: README.md = how to run the CANON only
MUST: {SCOPE}.md = SPEC — the interface (purpose, routes, projections, ecosystem)
MUST NOT: Hardcode service names in CANON constraints (law speaks universals)
MUST: Inheritance resolves upward — scopes compose by directories
MUST: Tier algebra is canonical — DESIGN.md is the single source (COMPLIANCE tier algebra)
MUST NOT: Expose dimension internals to users or developers
MUST NOT: Hardcode outside governed contracts
MUST: Nonprofits get enterprise for free
MUST: ORG is the container; USER is the repo (`github.com/{org}/{user}`; duplicates across orgs allowed)
MUST: MARKET/ SALES/ GTM/ exist (META self-closure; one primitive each)
MUST: Each META sub-scope maps exactly one primitive (INTEL, CHAT, COIN)
MUST NOT: Add META business knowledge outside MAGIC/ scope
MUST NOT: Remove META sub-scope without replacing its primitive coverage
MUST: `{SCOPE}.md` is the scope contract surface; it MUST NOT be treated as a generic filename placeholder
MUST: LEARNING.md is the terminal — governance evidence, patterns, epoch rotation
MUST: LEARNING/ is the IDF directory — machine-generated individual data files
MUST: LEARNING.md rotates at epoch boundaries — frozen epochs archive as LEARNING-{EPOCH}.md at scope root
MUST: LEARNING.md is always the current epoch — active, append-only
MUST: Epoch boundary = EVOLUTION signal in LEARNING.md (named, dated, sourced)
MUST NOT: Delete archived LEARNING epochs — append-only history
MUST: MAGIC defines the triad interface directly:
MUST: COMPLIANCE/ + GALAXY/ + SURFACE/
MUST NOT: Define conflicting tier algebra in downstream scopes; downstream must inherit this contract