What is this?
R20 Quantum Trading System is an autonomous crypto trading agent that uses a committee of multiple LLMs (Claude, GPT-4o, DeepSeek, Gemini, etc.) to analyze the market and propose trades, while a separate deterministic Python layer enforces hard risk rules and executes orders on OKX.
R20 Quantum Trading System is an autonomous crypto trading agent that uses a committee of multiple LLMs (Claude, GPT-4o, DeepSeek, Gemini, etc.) to analyze the market and propose trades, while a separate deterministic Python layer enforces hard risk rules and executes orders on OKX.Is the AI actually placing trades, or just suggesting them?The LLM committee only has 'proposal rights' - every order still has to pass a Python-based Fail-Closed physical interceptor layer before it can be placed, checking geometric validity, R:R >= 2.0, the 4H trend veto, and same-direction position caps.
The LLM committee only has 'proposal rights' - every order still has to pass a Python-based Fail-Closed physical interceptor layer before it can be placed, checking geometric validity, R:R >= 2.0, the 4H trend veto, and same-direction position caps.How do I get it running?Instead of a default provider, you configure LLM_BASE_URL/OPENAI_BASE_URL and LLM_API_KEY yourself for whichever model provider you want to use, then start the system against OKX in simulated mode first.
Instead of a default provider, you configure LLM_BASE_URL/OPENAI_BASE_URL and LLM_API_KEY yourself for whichever model provider you want to use, then start the system against OKX in simulated mode first.Do I need my own LLM API key and an OKX account?Yes - the system ships with no built-in default relay gateway, so you must explicitly configure your own LLM endpoint/key (OpenAI-compatible, direct provider, or self-hosted relay) and your own OKX account for execution.
Yes - the system ships with no built-in default relay gateway, so you must explicitly configure your own LLM endpoint/key (OpenAI-compatible, direct provider, or self-hosted relay) and your own OKX account for execution.Is it safe to switch straight to live trading?No - it defaults to OKX demo/simulated mode and you must explicitly switch it to live, and even then the 17 execution-layer risk gates (confidence threshold, ADX filter, R:R floor, daily-loss circuit breaker, etc.) can force trades into a WAIT state.
No - it defaults to OKX demo/simulated mode and you must explicitly switch it to live, and even then the 17 execution-layer risk gates (confidence threshold, ADX filter, R:R floor, daily-loss circuit breaker, etc.) can force trades into a WAIT state.What does the self-evolution feature actually do?Every 6 hours the system reviews real closed trades and distills win-rate and profit-factor lessons into an AI_TRADING_MEMORY.md file that feeds back into every future decision, with guardrails against outlier noise and a 7-14 day half-life so stale lessons get phased out.
Every 6 hours the system reviews real closed trades and distills win-rate and profit-factor lessons into an AI_TRADING_MEMORY.md file that feeds back into every future decision, with guardrails against outlier noise and a 7-14 day half-life so stale lessons get phased out.What is the multi-model investment committee (Council Pro)?You can freely add or remove advisor seats (momentum, risk, quant, macro, sentiment, or custom experts), bind each seat to a different LLM provider and temperature, and let them debate across rounds before a CIO model issues the final structured order.
You can freely add or remove advisor seats (momentum, risk, quant, macro, sentiment, or custom experts), bind each seat to a different LLM provider and temperature, and let them debate across rounds before a CIO model issues the final structured order.Can I roll back if a strategy change goes wrong?Each full configuration (prompts, interceptor plugins, committee seats, and risk parameters) is fingerprinted with SHA-256 and archived as a named snapshot, so you can atomically roll back to any past version in about 0.5 seconds.
Each full configuration (prompts, interceptor plugins, committee seats, and risk parameters) is fingerprinted with SHA-256 and archived as a named snapshot, so you can atomically roll back to any past version in about 0.5 seconds.Which exchange and instruments does it trade?It trades OKX perpetual futures/contracts through a configurable instrument pool (data/instrument_pool.json), so you aren't limited to a fixed set of coins.
It trades OKX perpetual futures/contracts through a configurable instrument pool (data/instrument_pool.json), so you aren't limited to a fixed set of coins.What are similar projects?bytex, QuantDinger, daily_stock_analysis, nofx, deepseek-harness-quant, Vibe-Trading, Qbot, dsh-trading
bytex, QuantDinger, daily_stock_analysis, nofx, deepseek-harness-quant, Vibe-Trading, Qbot, dsh-tradingWhich topics is it in?binance, risk-management, quantitative-trading, crypto-trading, llm-agent, self-evolving, trading-bot, quant, algorithmic-trading, fintech, trading, cryptocurrency
binance, risk-management, quantitative-trading, crypto-trading, llm-agent, self-evolving, trading-bot, quant, algorithmic-trading, fintech, trading, cryptocurrency