AI Agent Swarm

12 agents — OBSERVE → REMEMBER → REASON → DECIDE → VALIDATE → EXECUTE → LEARN

Decision Flow (Swarms Architecture)

1
OBSERVE
→
2
REMEMBER
→
3
REASON
→
4
DECIDE
→
5
VALIDATE
→
6
EXECUTE
→
7
LEARN

Market Data Agent

DATA
Idle

Real-time prices from Binance WebSocket. Feeds all other agents.

Never
Cycle: 0s

Technical Analysis Agent

ANALYSIS
Idle

Calculates RSI, MACD, Bollinger Bands, EMA, ATR, regime detection.

Never
Cycle: 0s

On-Chain Agent

DATA
Idle

Exchange netflows, whale transactions via CryptoQuant/Glassnode free endpoints.

Never
Cycle: 0s

Sentiment Agent

ANALYSIS
Idle

Fear & Greed index from Alternative.me. Refreshes every 5 minutes.

Never
Cycle: 0s

Memory Agent

LEARNING
Idle

Pattern retrieval from episodic memory. Finds relevant setups for current market.

Never
Cycle: 0s

Risk Assessment Agent

ANALYSIS
Idle

Circuit breaker, blacklist, exposure, drawdown, consecutive loss enforcement.

Never
Cycle: 0s

Strategy Agent

ANALYSIS
Idle

LLM-powered signal generation (Ollama/OpenAI/Anthropic). Rule-based fallback.

Never
Cycle: 0s

Execution Agent

EXECUTION
Idle

Places real orders on Bitunix Futures (placeOrder, cancelOrder, closePosition).

Never
Cycle: 0s

Portfolio Agent

MONITORING
Idle

Live position tracking, balance, unrealized PNL, exposure monitoring.

Never
Cycle: 0s

Learning Agent

LEARNING
Idle

Auto-creates episodic memories, awards XP, discovers patterns after each trade.

Never
Cycle: 0s

Paper Trading Agent

EXECUTION
Idle

Mirrors all signals with virtual money. Auto-creates memories on TP/SL.

Never
Cycle: 0s

Dashboard Agent

MONITORING
Idle

Aggregates state from all agents. Persists summary to localStorage.

Never
Cycle: 0s