OpenClaw Brain | Autonomous Trading Intelligence

Neural Architecture

Risk Management

Strategy Profiles

Pre-built risk profiles generated during the Student stage. Each profile defines stop-loss, take-profit, trailing stops, and hold zones for binary 5-minute markets.

Loading strategies...

Profile	SL	Emergency	Catastrophic	TP Trigger	Trail	Hold Zone	Pre-Close	Max Loss	Min WR	Risk

Signal Engines

7 Autonomous Trading Signals

Each signal independently analyzes a dimension of market data. The Cortex fuses them, weights by historical performance, and calibrates confidence before every trade.

Crowd Fade

Contrarian play when crowd confidence exceeds 62%. Fades retail overshoot in 5-min windows.

Active

Momentum

Rides BTC price divergence >0.03% from Price-to-Beat. Time-weighted conviction.

Active

Whale Follow

Follows top 10 holders when capital concentrates >60% on one side.

Active

Odds Shift

Detects rapid odds movement >5pts across snapshots. Rides new information early.

Active

Odds Bias

Fallback signal using raw market odds deviation from 50/50 when BTC data unavailable.

Active

Mean Reversion

Fades overreaction after extreme moves >0.1% BTC divergence + odds >75%.

Active

Volume Spike

Detects unusual volume bursts with buying pressure >65% in the last 2 minutes.

Active

Evolution

Self-Learning System

Every trade rewrites the brain. Strategy weights shift based on P/L, confidence calibration corrects overconfidence, and hourly performance gates adapt to market rhythm. Five evolution stages from Student to Grandmaster — each unlocking larger positions and tighter Kelly fractions.

Student

0-100 trades · $1 max

Apprentice

100-500 · $2 max · 52% WR

III

Journeyman

500-2K · $5 max · 54% WR

Master

2K-10K · $20 max · 55% WR

Grandmaster

10K+ · $100 max · Half Kelly

Live Data

Real-Time Intelligence

Data collected every 30 seconds from Polymarket CLOB and Data APIs.

Odds Pulse (UP token)

Live

Whale Radar

top holders this market

Live

Trade Flow

--% buy --% sell

Live

API

Public Endpoints

Access rPoly intelligence data via REST API. All endpoints return JSON.

GET /api/learn/status Collector status and stats ▶

curl https://rpoly.vercel.app/api/learn/status

{
  "running": true,
  "stats": {
    "odds": 142,
    "globalTrades": 3847,
    "whales": 28,
    "lastMarket": "btc-updown-5m-1771287300"
  },
  "timestamp": 1771287205054
}

GET /api/learn/odds-history Historical odds snapshots ▶

curl "https://rpoly.vercel.app/api/learn/odds-history?minutes=60"

{
  "count": 120,
  "data": [
    {
      "t": 1771287075014,
      "market": "btc-updown-5m-1771287300",
      "upPrice": 0.505,
      "downPrice": 0.495,
      "midpoint": 0.505,
      "volume": 78.71
    }
  ]
}

Params: minutes (default 60), market (slug filter)

GET /api/learn/whales Top holders for current market ▶

curl https://rpoly.vercel.app/api/learn/whales

{
  "latest": {
    "market": "btc-updown-5m-...",
    "holders": [
      { "name": "Long-Security", "amount": 100, "outcome": "UP" },
      { "name": "Dental-Constraint", "amount": 92.3, "outcome": "UP" }
    ]
  },
  "totalScans": 14
}

GET /api/learn/global-trades Recent trades and buy/sell stats ▶

curl https://rpoly.vercel.app/api/learn/global-trades

{
  "trades": [ ... ],
  "stats": {
    "total": 847,
    "buys": 612,
    "sells": 235,
    "avgSize": "15.17"
  }
}

GET /api/learn/patterns Discovered market patterns ▶

curl https://rpoly.vercel.app/api/learn/patterns

{
  "totalSnapshots": 4200,
  "totalMarkets": 350,
  "uniqueDays": 3,
  "oddsBuckets": { ... },
  "lastUpdated": 1771287205054
}

Pattern analysis improves with more collected data. Rebuilds every 5 minutes.