Remora Risk Engine

A real-time market risk API that blocks bad trades before they happen.

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Remora Risk Engine

How It Works & Evidence

How Remora Works

Multi-source market intelligence processed in real-time to help your Freqtrade strategy avoid high-risk trades - fully transparent and fail-safe.

Technical Data

  • ⚡ Volatility
  • 📈 Momentum
  • 📊 Trend Strength
  • 🧭 Regime Classification

Market Sentiment

  • 📰 News Sentiment
  • 📉 Fear & Greed Index
  • 💬 Social Trends

Macro & Market Structure

  • 💰 Funding Rates
  • 📉 Liquidations
  • 🌍 BTC Dominance
  • 📊 VIX & DXY

Aggregation & Scoring

All signals are combined in real-time to produce a Risk Score (0-1) and transparent reasoning for each trade. No black boxes - full clarity for your strategy.

API Output

safe_to_trade: true/false
reasoning: ["signal 1", "signal 2", ...]

Freqtrade Strategy

Calls Remora API before entering trades.
Skips high-risk trades automatically.
Existing strategy logic remains unchanged.

This is not a simple check you could replicate with a Fear & Greed index alone: Remora automatically integrates multiple data sources, applies sophisticated aggregation logic, and provides fail-safe defaults to ensure your strategy keeps running smoothly.

Redundancy & Failover: Remora uses multiple data sources for each signal type. If one source is unavailable, others continue providing data, ensuring reliable risk assessments even during external API outages.

Transparent & Auditable Risk Decisions

Remora doesn't just return a yes/no signal. Each recommendation comes with human-readable reasoning, so you can see exactly why a trade is considered safe or risky. You remain in full control - your strategy logic and entry signals stay exactly the same.

Easy Integration & Fail-Safe Design

  • Simple API call: integrates into Freqtrade or any trading bot in seconds.
  • Fully fail-open: if Remora is unavailable, your strategy continues trading as normal.
  • Reliable & redundant: multiple data sources ensure accurate risk assessments even during outages.
  • Real-time aggregation: dozens of market signals are combined into a single risk score.
  • Clear output: boolean result with full reasoning for transparency - no black boxes.

Trade Blocking Rules

Remora filters trades only when historical conditions indicate elevated risk, including:

  • Extreme fear (Fear & Greed Index < 20)
  • High volatility or choppy markets
  • Bear or panic regimes
  • Strongly negative news sentiment

Result: fewer losing trades, reduced drawdowns, better risk-adjusted performance - without changing your strategy or adding complexity.

Proven, But Not Black Box

Across thousands of trades and multiple strategies, using Remora reduces drawdowns and improves risk-adjusted performance.

See the Proven Results page for full backtest details.

📊 Complete Backtests & Examples

Full backtest results, working strategy examples and additional integration patterns are available in our open-source repository:

View on GitHub

Summary

In short, Remora gives you market-awareness that's hard to replicate manually. It combines multiple data sources, applies advanced logic, explains each decision, and fails safely - all via a simple API call.

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