deepalgo-sovereign 0.1.2

Sovereign Bridge SDK for Triple-Lock AI validation

🌍 DeepAlgo Sovereign SDK (Manifold Edition) The DeepAlgo SDK provides programmatic access to the Sovereign Triple-Lock Engine. This hybrid library allows local scanners to offload heavy AI consensus (HMM, Neural Proxy, and Transformer DNA) to the DeepAlgo high-compute cluster.

🚀 Quick Start The SDK is data-agnostic. While it includes built-in support for OANDA auditing, the core engine can process market data from any source (Binance, MetaTrader, Interactive Brokers, or custom CSV feeds).

Installation Bash

pip install deepalgo-sovereign Basic Usage Python

from deepalgo_sovereign import DeepAlgoClient

Initialize the Sovereign Bridge

client = DeepAlgoClient(api_key="your_sovereign_key")

Pass data from ANY market feed (Forex, Indices, Bonds, Commodites)

market_data = { "symbol": "AUD_USD", "timeframe": "M5", "data": [...] # Your price action data }

Get Triple-Lock Consensus

validation = client.validate_trade(market_data) print(f"Sovereign Decision: {validation['decision']}")

🛠️ System Architecture

The Sovereign SDK is designed as a low-latency gateway between local execution environments and the DeepAlgo High-Compute Cluster.

• deepalgo_sovereign/: Core package directory containing the encrypted API handshake logic.
• DeepAlgoClient: The primary Python interface for regime validation and Triple-Lock consensus.
• MQL5 Signal Bridge: Native MetaTrader 5 integration components for pre-trade authorization.
• Forensic Audit Layer: Built-in methods for parsing VPIN toxicity and mark-out statistics.

🚀 Key Features

1. Universal Triple-Lock Validation The SDK validates trades through three distinct AI layers before execution, regardless of the data source:

Lock 1 (HMM): Mathematical regime alignment and volatility filtering.

Lock 2 (Neural Proxy): Deep learning consensus on price action.

Lock 3 (Transformer DNA): Temporal sequence validation.

The system includes an Automated Audit Engine accessible via the DeepAlgoClient that: Parses real-time logs for throughput and AI veto statistics."

⚙️ Configuration The SDK supports standard Environment Variable management for secure API Key handling. We recommend using a .env file for local development.

Ini, TOML

DeepAlgo API

DEEPALGO_API_URL=https://api.deepalgo.co.uk DEEPALGO_API_KEY=your_sovereign_key

Broker Integration (Optional - for P/L Auditing)

USE_DEMO=True OANDA_DEMO_TOKEN=your_demo_token OANDA_DEMO_ACCOUNTID=your_demo_id

🛡️ Institutional Signal Bridge (MT5 Integration) The Sovereign Bridge acts as a pre-trade validator. Before your MT5 Expert Advisor (EA) sends an order to the broker, it pings the Bridge to verify market "DNA" against the Triple-Lock consensus.

Step 1: MT5 Terminal Setup Open MetaTrader 5 and go to Tools > Options.

Navigate to the Expert Advisors tab.

Check "Allow WebRequest for listed URL".

Add your API URL: http://your-server-ip:8000

Step 2: The Sovereign Guard (MQL5 Snippet) Include this function in your MQL5 project. Call it before OrderSend() to ensure the trade is authorized by the AI ensemble.

C++

//+------------------------------------------------------------------+ //| DEEPALGO SOVEREIGN BRIDGE - PRE-TRADE AUTHORIZATION | //+------------------------------------------------------------------+ bool IsSovereignAuthorized(string symbol) { string url = "http://your-server-ip:8000/v1/bridge/check-lock"; string apiKey = "your_bletchley_key_here";

char post[], result[];
string result_headers;

// Prepare JSON & Headers
string json = "{\"instrument\":\"" + symbol + "\"}";
StringToCharArray(json, post, 0, StringLen(json));
string headers = "X-DeepAlgo-Key: " + apiKey + "\r\nContent-Type: application/json\r\n";

ResetLastError();
int res = WebRequest("POST", url, headers, 500, post, result, result_headers);

if(res == 200)
{
    string response = CharArrayToString(result);
    if(StringFind(response, "\"authorized\":true") >= 0) return true;
}

Print(">>> [SOVEREIGN VETO] Trade Blocked: Market DNA mismatch.");
return false;

} 💎 Multi-Asset Intelligence The SDK v4.1 (Gold Edition) features Dynamic Pip Scaling. It automatically detects the asset class and applies the correct institutional pip-multiplier:

Asset Type Identification Multiplier Meaning Gold XAU or Price > 1000 10.0 0.10 price move = 1 Pip JPY Pairs "JPY" in Symbol 100.0 0.01 price move = 1 Pip Forex Standard Pairs 10000.0 0.0001 price move = 1 Pip

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📊 Core Features

1. Triple-Lock Validation Every request is passed through three AI layers:

Lock 1 (HMM): Filters for regime alignment and volatility spikes.

Lock 2 (Neural Proxy): Deep-learning consensus on current price-action fragments.

Lock 3 (Transformer DNA): Validates temporal sequences and institutional flow.

2. VPIN Toxicity Filtering The bridge returns a vpin_toxicity score. High toxicity indicates predatory flow or extreme slippage conditions, triggering an automatic Veto.

3. Mark-out Auditing The SDK tracks "Pips Saved"—the cumulative distance the market moved against trades that were successfully blocked by the Sovereign Shield.

📜 Support & Disclaimer For technical support or API key issues, contact the Divergence Capital infrastructure team.

Disclaimer: Trading involves risk. The Sovereign SDK is a probabilistic filtering tool and does not guarantee results. Always test in a demo environment first.

Key Improvements for your Clients:

1. Direct Instructions: It tells them exactly what to do in MT5 (the Ctrl+O steps).
2. Asset Table: The "Multi-Asset Intelligence" table makes them feel like they are using a high-end, sophisticated tool that understands different market structures (Gold vs. JPY).
3. Clean Code: The MQL5 snippet is "plug-and-play."
4. Value Proposition: It emphasizes "Pips Saved" and "VPIN Toxicity," which are strong selling points for an institutional SDK.