R&G Realty Group — Command Center
Real estate intelligence platform for the Canadian market

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Overview

Public Site: https://garebear99.github.io/RG-Command-Center/

R&G Command Center is a local-first, zero-dependency real estate intelligence platform built with static HTML, vanilla JavaScript, and Python tooling. It ingests real municipal assessment data from Canadian cities, runs a multi-source reconciliation pipeline, scores every listing with a transparent deal engine, and surfaces actionable signals for investment decisions.

R = Ricki Kohli · G = Gary Doman

Key Principles

• Real data only — every listing traces back to a verified municipal source. No synthetic data, no demo records.
• Local-first — runs entirely in the browser with file:// or any static server. No backend required.
• Transparent scoring — deal scores break down into weighted components with full explanations.
• Source-aware — tracks field provenance, authority tiers, and flags cross-source conflicts.

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Features

Public Pages

• index.html — Homepage with released listing overview and map thumbnails

• deals.html — Top deals surface ranked by composite deal score

• directory.html — Province-aware public listing browser

• listing-detail.html — Full listing detail with interactive GPS map

  Public Site: https://garebear99.github.io/RG-Command-Center/

Internal Command Center (SHA-256 Auth)

• command-center.html — Dashboard with stats, call queue, top deals, signal feed, pipeline health

• listings.html — Canonical listing management with source conflict resolution

• leads.html — Lead operations with prioritized queue and licensed-market routing

• add.html — Manual listing and lead entry with auto-scoring

• settings.html — Data pipeline controls: import, reconcile, compile, audit logs

  Handler: https://github.com/GareBear99/ARC-Core

GPS Map System

• 4 tile providers: CartoDB Dark, OSM Street, Esri Satellite, CartoDB Voyager

• Interactive controls: zoom +/−, layer switching, overlay toggles (marker + 200m area radius)

• Touch support: pinch-to-zoom, single-finger drag

• Listing card thumbnails: real map tiles with GPS precision indicators

  GPS: https://github.com/GareBear99/A-real-time-spatial-signal-intelligence-engine

Deal Scoring Engine

Every listing receives a composite deal score (0–100%) built from six weighted components:

• Below Market (35%) — $/sqft vs area median benchmarks
• Price Drop (20%) — reduction magnitude + recency
• Days on Market (15%) — freshness and motivation signals
• Area Comps (15%) — comparable listing density
• Features (10%) — bed/bath utility score
• Data Freshness (5%) — source age and staleness

Signal Detection

Automated signal engine flags: new listings, price drops, below-market pricing, high DOM (seller motivation), fixer opportunities, investor signals, and family-home matches.

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Quick Start

1. Clone and open

git clone https://github.com/GareBear99/RG-Command-Center.git
cd RG-Command-Center

Open index.html in any modern browser — the app works immediately with the included dataset of 600+ real listings.

2. Regenerate data (optional)

# Rebuild all artifacts from raw sources
python3 tools/populate_public_data.py --seed-mode off --no-existing-manual

# Validate the release
python3 tools/audit_release_integrity.py

3. Import new market data

1. Prepare a JSON pack matching the format in tools/examples/
2. Validate: python3 tools/validate_local_pack.py --pack your_pack.json
3. Import via tools/import-source.html → Reconcile + Compile in Settings

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Architecture

┌─────────────────────────────────────────────────────┐
│  Raw Sources                                         │
│  source_a.json · source_b.json · manual_uploads.json │
└────────────────────────┬────────────────────────────┘
                         │ resolver.js
                         ▼
┌─────────────────────────────────────────────────────┐
│  Internal Pipeline                                   │
│  canonical_listings · source_conflicts               │
│  release_queue · leads                               │
└────────────────────────┬────────────────────────────┘
                         │ compiler.js
                         ▼
┌─────────────────────────────────────────────────────┐
│  Public Release                                      │
│  released_listings · directory_index                  │
│  release_manifest · bootstrap.js                     │
└─────────────────────────────────────────────────────┘

File Structure

├── index.html, deals.html, directory.html    # Public pages
├── listing-detail.html                       # Public detail view
├── command-center.html                       # Internal dashboard
├── listings.html, leads.html, add.html       # Internal tools
├── settings.html                             # Pipeline controls
├── assets/
│   ├── css/styles.css                        # Shared stylesheet
│   └── js/
│       ├── utils.js                          # Shared utilities (XSS, formatting)
│       ├── resolver.js                       # Source reconciliation engine
│       ├── compiler.js                       # Release compiler
│       ├── public.js                         # Public page renderer
│       ├── command.js                        # Internal page renderer
│       ├── auth.js                           # SHA-256 authentication
│       ├── gps-fallback-map.js               # Tile map engine + thumbnails
│       └── settings.js                       # Pipeline UI controls
├── data/
│   ├── bootstrap.js                          # Compiled runtime data
│   ├── raw/                                  # Source intake files
│   ├── internal/                             # Reconciled pipeline state
│   └── public/                               # Released artifacts
└── tools/
    ├── populate_public_data.py               # Data pipeline runner
    ├── validate_local_pack.py                # Import pack validator
    ├── audit_release_integrity.py            # Release integrity checker
    ├── import-source.html                    # Browser-based import tool
    └── examples/                             # Source data templates

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Data Coverage

Currently ingesting real municipal assessment data from:

• BC — Vancouver (municipal open data)
• AB — Calgary, Edmonton (municipal open data)
• MB — Winnipeg (municipal open data)
• QC — Montréal (municipal open data)

Coverage expands dynamically as new source packs are imported. The platform supports any Canadian city — simply add a validated JSON pack.

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Python Tooling

Requires Python 3.8+. No external dependencies.

# Full rebuild (strict real-data mode)
python3 tools/populate_public_data.py --seed-mode off --no-existing-manual

# Validate a source pack before import
python3 tools/validate_local_pack.py --pack path/to/pack.json \
  --require-city Vancouver --require-province BC --min-total 10

# Audit release integrity
python3 tools/audit_release_integrity.py

# Bootstrap internal leads from listing intelligence
python3 tools/populate_public_data.py --seed-mode off \
  --bootstrap-leads-from-listings --bootstrap-leads-from canonical \
  --bootstrap-leads-max 120

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Licensed-Market Workflow (BC Focus)

R&G operates with a licensed focus on BC markets (Vancouver, Victoria). The platform implements priority routing:

1. Licensed-city listings (Vancouver, Victoria) → highest sort priority + Licensed Focus tag
2. BC provincial listings → elevated priority + BC tag
3. Canada-wide listings → standard priority

Leads are automatically routed to the appropriate queue based on target areas.

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Security

• Internal pages use SHA-256 hashed password authentication
• All user input is sanitized against XSS via shared escapeHtml utility
• Image URLs and location data are attribute-escaped in thumbnail generation
• No external API keys or secrets stored in the codebase
• See SECURITY.md for reporting vulnerabilities

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Contributing

Contributions are welcome. See CONTRIBUTING.md for guidelines.

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Support the Project

If R&G Command Center is useful to you, consider supporting continued development:

You can also support by:

• ⭐ Starring this repo — helps with discoverability
• 🍴 Forking and contributing code or data
• 📣 Sharing with real estate professionals who could use it
• 🐛 Reporting issues or suggesting features

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License

MIT — R&G Realty Group

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_{Built with care by GareBear99 · R&G Realty Group
Vancouver · Calgary · Edmonton · Winnipeg · Montréal}