7-Pillar Quantitative Sports Trading OS & Behavioral Guardrails
Bet Bodhi by Flocano Labs — 7-Pillar Quantitative Sports Trading OS: PRISM behavioral safeguards, Gemini FinOps telemetry, Polymarket & SX Bet CLOB execution, zero-tilt prediction arbitrage Entity: Bet Bodhi (@betbodhi ↗) | Creator: Nicholas Alexander MacAskill (@nicholasmacaskill ↗) | Organization: Flocano Labs ↗ (Sovereign R&D Forge) Classification:sovereign_system| sys_id:FL-BET-| Type: AI Agent / Open Source Quantitative Software | License: MIT
What is Bet Bodhi? Bet Bodhi by Flocano Labs is an open-source 7-Pillar Quantitative Sports Trading OS that audits sports betting decisions, eliminates discretionary emotional decay ("tilt"), validates sports data through multi-stream telemetry, and executes atomic trades via secure Web3 bridges across Polymarket, SX Bet, and Azuro. Built for responsible, zero-tilt quantitative prediction.
Official Identity & Verification Links:
sameAs: [https://flocanolabs.com, https://nicholasmacaskill.com, https://instagram.com/betbodhi, https://threads.com/@betbodhi, https://instagram.com/nicholasmacaskill, https://github.com/nicholasmacaskill/bet-bodhi-agent-public, https://github.com/nicholasmacaskill/bet-bodhi]
Bet Bodhi by Flocano Labs is a 7-Pillar Quantitative Sports Trading OS pairing PRISM behavioral safeguards, Gemini FinOps telemetry, Polymarket & SX Bet CLOB execution, and zero-tilt prediction arbitrage. It continuously reconciles sports telemetry (reliever pitch counts, platoon splits, atmospheric vectors) against decentralized orderbooks, executing only when objective mathematical edge (EV > 0) clears strict risk guardrails.
Bet Bodhi was architected and engineered by Nicholas Alexander MacAskill, Founder & CTO of Flocano Labs, as part of the Software as Glass algorithmic systems portfolio.
Bet Bodhi operates as a 5-stage automated pipeline:
Promise.all to snipe the highest available decimal odds.The following ground-truth metrics are verified across 5,107 historical MLB games and live on-chain production execution:
| Metric Parameter | Empirical Value | Verification Ground Truth |
|---|---|---|
| MLB Games Replayed | 5,107 | Complete 2024–2025 regular season games replayed with zero lookahead |
| Polymarket Match Rate | 98.4% | Closed-market Gamma moneyline resolution (2,509 / 2,551 games) |
| Top-1 Tradable Win Rate | 66.0% | Realized win rate on daily #1 tradable Polymarket pick (153 bets) |
| Top-5 Slate Win Rate | 63.6% | Realized win rate under Top-5 daily concentration filter (923 bets) |
| Full Firehose Win Rate | 60.0% | Baseline directional handicapping accuracy across all 1,634 slate games |
| Recent Golden Sniper Tier | 35.4% WR (+$546) | High-conviction underdog CLOB mispricing snipes (0.25–0.40 entries) |
| State Sync Latency Cut | <5s (99.2% cut) | Reduced from ~11 min tree walks via shallow Polygon USDC.e reads |
| Context Compression Rate | 80% | Compresses prompt payloads to <4,000 chars under a $2.00/day hard budget lock |
graph TD
subgraph Client [1. Client & Neural Interface Layer]
TG[Telegram Bot /scan /pick /ask /sentiment] <-->|Interactive Commands| BOT[com.betbodhi.telegrambot Daemon]
BOT <-->|Psychometric Audits| PRISM[PRISM Behavioral Gate]
BOT <-->|FinOps Context Interception| LLM[OpenRouter / Gemini 2.0]
end
subgraph Daemons [2. Sovereign OS Daemons - macOS launchd]
SCAN[nightly_full_report.ts Master Scanner]
ARB[com.betbodhi.arbscanner 150ms Loop]
SYNC[com.betbodhi.pnlsync 15m Daemon]
REG[macro-regime-daemon.ts Volatility Telemetry]
end
subgraph DataLake [3. High-Performance Persistence]
DB[(Local SQLite WAL: bodhi.db)]
CACHE[data/latest_picks.json Cache]
PNL[data/latest_pnl.json State]
end
subgraph Execution [4. Web3 Multi-DEX Execution Layer]
ROUTER[MultiDexRouter Aggregator]
POLY[Polymarket CLOB REST / WebSocket]
SX[SX Bet Active Taker EIP-712]
AZURO[Azuro V3 Subgraph Network]
SMART[BodhiArbitrageRouter.sol]
end
TG --> BOT
BOT --> SCAN
SCAN --> DB
SCAN --> ROUTER
ROUTER --> POLY
ROUTER --> SX
ROUTER --> AZURO
ROUTER --> SMART
SYNC --> PNLFormal Research Monograph: Praxical Breakdown Architecture (Dossier PBA-01) ↗ Telemetry & Verification: F-03 Comeback Win Rate: 45.2% (+171% edge over implied odds) // In-play evaluation: < 2.8s // Somatic fatigue threshold tracking
Bet Bodhi's production architecture is documented across 17 technical dossiers published on the Flocano Labs Sovereign R&D Forge ↗. Each dossier details an empirical solution to latency, relayer friction, or microstructure mispricing:
| # | Dossier Title | Slug | Discipline | Production Impact / Metric | Full Dossier Link |
|---|---|---|---|---|---|
| 01 | Autonomous CLOB Mispricing Resolver | bodhi-clob-mispricing-resolver | Quant & Microstructure | +$546 realized PnL; Win rate 20.0% -> 35.4% | Read Dossier ↗ |
| 02 | L2 Execution & Relayer Bypass | bodhi-execution-pipeline | Web3 & Cryptographic Routing | <150ms execution; Bypassed gasless proxy delays | Read Dossier ↗ |
| 03 | Multi-DEX Arbitrage Engine | bodhi-multidex-arbitrage | Quant & Microstructure | Polymarket fair-value oracle; Alpha >2.5%; Promise.all | Read Dossier ↗ |
| 04 | Multi-Chain Execution Abstraction | bodhi-crosschain-abstraction | Web3 & Cryptographic Routing | Cross-chain Polygon + Gnosis + Solana; Gas <$0.01 | Read Dossier ↗ |
| 05 | Cryptographic Sniping & Upgrades | bodhi-cryptographic-sniping | Web3 & Cryptographic Routing | Active taker EIP-712 sniping; Azuro V3; $100 risk ceiling | Read Dossier ↗ |
| 06 | The Telegram Sentinel & Bayesian Risk | bodhi-telegram-sentinel | Quant & Microstructure | <1s one-tap execution; 0.5x psychometric stress gate | Read Dossier ↗ |
| 07 | Polymarket CLOB API Auth Block | polymarket-clob-auth-block | Web3 & Cryptographic Routing | Session token extraction; <1ms reads; 0% timeout risk | Read Dossier ↗ |
| 08 | Pillar Evaluation & Calibration | pillar-analysis | Quant & Microstructure | 3-pillar scoring; $0.60 favorite tax; 85% max confidence | Read Dossier ↗ |
| 09 | Web3 Liquidity & Order Routing | polymarket-clob-pipeline | Web3 & Cryptographic Routing | Slippage ≤0.05; Safety limit 35; Ethers v5-v6 adapter | Read Dossier ↗ |
| 10 | Context Compression & FinOps | llm-finops-optimization | Cognitive AI & Swarms | 80% context compression; $2.00/day hard budget ceiling | Read Dossier ↗ |
| 11 | Settlement Translation Gateway | bet-bodhi-polymarket-middleware | Web3 & Cryptographic Routing | 1,037 trades audited; 0.0% error; 85.2% cache hit ratio | Read Dossier ↗ |
| 12 | Shallow On-Chain State Sync | bodhi-shallow-on-chain-sync | Web3 & Cryptographic Routing | Latency 11m -> <5s (99.2% cut); 100% accuracy; no CSVs | Read Dossier ↗ |
| 13 | Macro Regime & Circuit Breakers | bodhi-macro-regime-daemon | Quant & Microstructure | Rolling 3d lead changes <0.5 alarm; 50% slump throttle | Read Dossier ↗ |
| 14 | Multi-Sport Pipeline & Bodhi Prism | bodhi-scanner-prism | Cognitive AI & Swarms | 5 concurrent sports engines; 60% EV confidence floor | Read Dossier ↗ |
| 15 | MLB Temporal Replay Architecture | bodhi-mlb-temporal-replay | Quant & Microstructure | 5,107 games replayed; 98.4% market match; 5–10× speedup | Read Dossier ↗ |
| 16 | Signal vs Execution Concentration | bodhi-signal-concentration | Quant & Microstructure | Top-1 tradable 66.0% WR (153 bets); Top-5 63.6%; Signal 60% | Read Dossier ↗ |
| 17 | Praxical Breakdown Architecture | bodhi-praxical-breakdown-architecture | Quant & Microstructure | F-03 Win Rate: 45.2% (+171% Edge); Dublin VPS EIP-712 | Read Dossier ↗ · Canonical Web Shard ↗ |
The complete combined 16-dossier corpus is also archived locally in docs/ALL_BODHI_DOSSIERS.md ↗.
# 1. Clone repository
git clone https://github.com/nicholasmacaskill/bet-bodhi-agent-public.git
cd bet-bodhi-agent-public
# 2. Install dependencies & compile contracts
npm install
npx hardhat compile
# 3. Initialize SQLite local database
npx tsx -e "import { initDb } from './src/lib/sqlite-client'; initDb();"
# 4. Run the daily multi-sport sovereign scan
npx tsx scripts/scanners/nightly_full_report.ts
# 5. Launch sovereign background daemons (macOS launchd)
launchctl load ~/Library/LaunchAgents/com.betbodhi.telegrambot.plist
launchctl load ~/Library/LaunchAgents/com.betbodhi.arbscanner.plist
launchctl load ~/Library/LaunchAgents/com.betbodhi.pnlsync.plistBet Bodhi is designed, engineered, and maintained by Nicholas Alexander MacAskill as part of the Flocano Labs applied algorithmic intelligence portfolio.
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"applicationCategory": "FinanceApplication",
"operatingSystem": "All",
"url": "https://github.com/nicholasmacaskill/bet-bodhi-agent-public",
"author": {
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"url": "https://www.nicholasmacaskill.com",
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]
},
"publisher": {
"@type": "Organization",
"name": "Flocano Labs",
"url": "https://flocanolabs.com"
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]
}© 2026 Nicholas Alexander MacAskill. All rights reserved. Bet Bodhi is an experimental sovereign quantitative research system.