Most trading bots are single-threaded: input → black box → output. CLAUDENCE operates as a multi-agent mesh where specialized reasoning modules collaborate, validate each other's conclusions, and maintain systemic accountability. This architecture mirrors institutional trading floors — analysts generate ideas, quants validate significance, execution desks route orders, and risk managers enforce constraints.
Real-time intelligence gathering and narrative synthesis across fragmented information landscapes.
Capabilities:- •X (Twitter) Sentiment Flows — 200K+ tweets daily
- •On-Chain Transaction Patterns — Whale movements
- •Prediction Market Signals — Polymarket odds shifts
- •DeFi Protocol Analytics — TVL shifts, liquidations
Output: Structured intelligence briefs with confidence scores and historical pattern matches.
The Statistical Validator
Applies rigorous quantitative filters to separate signal from noise and validate statistical significance.
Capabilities:- •Mean-Reversion Testing — Bollinger, Z-score, RSI
- •Volatility Regime Classification — GARCH modeling
- •Pattern Matching — Monte Carlo scenarios
- •Liquidity Analysis — Order book depth, slippage
Output: Validated signals with probability distributions and expected value calculations.
Routes validated signals into on-chain actions with optimal timing and minimal slippage.
Capabilities:- •DEX Aggregation — Jupiter, 1inch, 20+ sources
- •Prediction Market Integration — Polymarket, Drift
- •Position Management — Stop-losses, trailing profits
- •Gas Optimization — Priority fees, MEV-aware routing
Output: Average execution latency: 1.8 seconds. Slippage vs. estimate: -0.12%.
Maintains systemic accountability, enforces risk constraints, and prevents catastrophic failures.
Capabilities:- •Position Limits — No trade exceeds 5% of AUM
- •Drawdown Circuit Breakers — Halts at -15% daily
- •Exposure Diversification — Max 25% per asset
- •Hallucination Detection — Flags >3σ deviations
Output: All decisions logged with timestamp, rationale, and outcome tracking.
