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How AlphaFlowSeven works

Six AI agents. Three reasoning tiers. One trading decision per cycle. AF7's council architecture is built so no single model — and no single bias — drives a trade alone.

The pipeline at a glance

  1. Tier 1 — Specialists (parallel): Technical Analyst, Momentum Analyst, Risk Analyst.
  2. Tier 2 — Advocates (parallel): Bull Advocate, Bear Advocate.
  3. Tier 3 — Decision: Lead Trader synthesizes everything plus its own last four decisions.

Tier 1 — three specialists read the market

Technical Analyst

Price action, market structure, support / resistance, indicator interpretation. Sees the same OHLC window as the others but reports on form.

Momentum Analyst

RSI, ADX, +DI / -DI velocity, trend persistence. Quantifies whether what's moving is likely to keep moving.

Risk Analyst

ATR volatility, recent drawdown, exposure. Anchors the council to "what happens if we're wrong" rather than just "what's the opportunity."

Tier 2 — adversarial advocacy

Tier 2 sees all three Tier-1 outputs and is asked to build the strongest possible case for one side. Bull and Bear advocates run in parallel, each producing a directional thesis with explicit counter-arguments.

This step exists to stress-test Tier 1 before any decision is made — a signal that survives both advocates' criticisms is worth more than a signal that only convinces a consensus.

Tier 3 — the Lead Trader

The Lead Trader receives Tier 1's three analyses, Tier 2's bull and bear cases, and — crucially — its own four most recent prior decisions for the same council. That continuity prevents whiplash: the Lead Trader knows whether it just opened a position, whether the council has been hesitating, whether it called HOLD three times in a row.

Final output: BUY, SELL, HOLD, or CLOSE, with a confidence score from 0.0 to 1.0 and a plain-language summary.

From decision to paper trade

AF7 never touches a real exchange account. Every decision flows into a paper-trading engine that opens, manages, and closes positions against simulated capital. Take-profit and trailing-stop levels can be fixed per-strategy or council-determined per-decision.

Position monitoring runs every 60 seconds. Live OHLC arrives via WebSocket from Binance International, with automatic Kraken fallback after three connection failures or a region block.

Models and configuration

Each agent can use a different model. AF7 supports Anthropic Claude (Sonnet, Opus, Haiku), OpenAI (GPT-4o and the GPT-5 family), Google Gemini (2.5 Flash and 2.5 Pro), xAI (Grok 4), DeepSeek (V3.2), and Moonshot AI (Kimi K2.6). Temperatures are per-agent.

Try it free

New accounts get three free AI councils — typically on BTC, ETH, and SOL. No credit card required.

Create free account