© 2024–2025 TiltCheck Ecosystem (Created by jmenichole). All Rights Reserved.
16. System Diagrams
This file contains simplified architecture diagrams, module relationships, trust engine flows, and high-level overviews of system pathways.
All diagrams are ASCII-based to ensure compatibility across editors and GitHub previews.
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16.1 Full Ecosystem Diagram
┌───────────────────────────────┐
│ Discord │
│ Slash Commands + Mod Actions │
└───────────┬───────────────────┘
│
(Verifies Requests)
│
┌─────────────▼─────────────┐
│ Command Hub │
│ (Cloudflare Worker) │
└─────────────┬─────────────┘
│
┌───────────┼───────────┬───────────┐
▼ ▼ ▼ ▼
┌────────────┐┌──────────┐┌──────────┐┌───────────────┐
│ JustTheTip ││ SusLink ││CollectClk││ FreeSpinScan │
└─────┬──────┘└────┬─────┘└────┬─────┘└──────┬────────┘
│ │ │ │
└────────────┼───────────┼────────────┘
▼
┌──────────────────────────┐
│ Trust Engines │
│ Casino + Degen + Tilt AI │
└───────┬──────────┬──────┘
▼ ▼
┌────────────────┐ ┌───────────────┐
│ Storage Layer │ │ Prediction AI │
│ SQLite/KV/Postg│ │ Models │
└────────────────┘ └───────────────┘
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16.2 Trust Flow Diagram
User Action ──► Module ──► Trust Engine ──► Score Update ──► Discord Feedback
│
▼
Explanation Log
Case Example:
User rage-spams → Tilt Engine flags → Degen Trust Engine adjusts score → User sees /trust explain.
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16.3 Casino Trust Engine Diagram
┌───────────────────────┐
│ RTP / Fairness Checks │
└───────────┬───────────┘
▼
┌───────────────────────┐
│ Bonus/Nerf Patterns │
└───────────┬───────────┘
▼
┌───────────────────────┐
│ FreeSpinScan Signals │
└───────────┬───────────┘
▼
┌──────────────────────────────────┐
│ Casino Trust Engine AI │
│ Score = weighted blend of inputs │
└─────────────────┬────────────────┘
▼
Trust Score Output
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16.4 Degen Trust Engine Diagram
┌────────────────┬────────────────┬─────────────────┐
│ Tilt Signals │ Scam Reports │ Chat Behavior │
└────────┬───────┴─────┬─────────┴───────────┬────┘
▼ ▼ ▼
┌──────────────────────────────────────────────────┐
│ Degen Trust AI Engine │
│ - Calculates deltas │
│ - Prevents abuse │
│ - Explains decisions │
└──────────────────┬───────────────────────────────┘
▼
Trust Score + Explanation
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16.5 Module Dependency Diagram
JustTheTip ─────┐
SusLink ─────────┤──► Trust Engines ◄─── CollectClock
FreeSpinScan ────┘ ▲
│
QualifyFirst │
DA&D │
Tilt Engine ──────┘
Modules do NOT depend on each other — only on the Trust Engines.
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16.6 Data Flow Through TiltCheck (Full Example)
Example: Submitting a free spins link.
User ──/submit──► Bot
│
▼
Command Hub
│
▼
FreeSpinScan
│
(calls SusLink)
│
▼
Risk Evaluated
│
▼
Mod Approval Queue
│
▼
Approved → Posted to correct channel
│
▼
Casino Trust Engine logs reliability event
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16.7 Poker Module Architecture
(poker commands)
│
▼
Lobby System
│
▼
Match Engine ───► Fairness Watchdog AI
│
▼
Non-Custodial Escrow
│
▼
Winner Payout
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16.8 Funding Intelligence Agent Flow
Startup Grants →───────────────────────────┐
Hackathons →───────────────────────────────┤
Credits →──────────────────────────────────┤
Accelerators →─────────────────────────────┤
Community Bounties →───────────────────────┘
▼
Funding Intelligence Agent
▼
Prioritized Output List
▼
Application Steps + Deadline
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16.9 Developer Workflow Diagram
edit → commit → push → GitHub Actions → deploy (Cloudflare/Supabase)
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