SPECTRA [SWORD CIPHER COMMAND]

Spectrally-Processing Extraction, Crawling, & Tele-Reconnaissance Archive

SPECTRA is a forensic-grade intelligence framework for Telegram network discovery, criminal market economics, and threat actor attribution. It features a unified NSO-style Cipher Command dashboard for real-time operational control.

🛡️ Cipher Command Features

• 🕸️ Infrastructure Nexus: Map shared technical artifacts (Panel URLs, Bot IDs) to reveal hidden connections between seemingly independent actors.
• 💰 Economic Market Engine: Track Gross Market Value (GMV) across CaaS sectors (Initial Access, Malware, Logs) with USD-normalized pricing.
• 📑 Narrative Synthesis: Automated LLM-driven intelligence briefings that classify actor archetypes and strategic threat status.
• 💳 Wallet-Watch (DIRECTEYE Ready): Forensic extraction of BTC, XMR, and TRX/ETH addresses with built-in hooks for DIRECTEYE blockchain attribution.
• 🚀 One-Command Deployment: Production-ready Docker orchestration with automated SSL via Caddy.
• 🛡️ OPSEC Core: Multi-account/API rotation and proxy support for anti-detection and persistent collection.
• 🧠 MEMSHADOW Sidecar: Advanced 4096-dimensional semantic memory persistence and cross-LLM context preservation for deep threat analysis.

⚡ Quick Start (Docker)

The fastest way to launch the Cipher Command Deck with automated SSL and secure proxying:

# Clone and enter
git clone https://github.com/SWORDIntel/SPECTRA.git
cd SPECTRA

# Launch the full stack
export SITE_ADDRESS="your-domain.com" # Defaults to localhost
docker-compose up -d

Access the dashboard at https://your-domain.com (or http://localhost).

🖥️ Local Execution

Launch the unified web console directly:

./spectra

Operational API Keys

Secure the interface for remote access:

export SPECTRA_GUI_API_KEY="your-secure-key"
./spectra --api-key "$SPECTRA_GUI_API_KEY"

🧠 Intelligence Pipeline

Layer 0: Semantic Discovery

Pivot through the criminal network using CaaS-aware scoring to identify high-value targets.

./spectra discover --seed @target_channel

Layer 1: Forensic Profiling

Extract pricing, services, and aliases from canonical archives into structured dossiers.

./spectra process-queue --batch-size 250

Layer 2: Nexus & Wallet Analysis

Automatically map infrastructure links and crypto-financial footprints across the entire repository.

📁 System Status & Architecture

• ✅ Cipher-Ops Dashboard: High-contrast operational control surface.
• ✅ Economic Intel: USD-normalized GMV tracking and profitability rankings.
• ✅ Forensic Dossiers: Narrative summaries, wallet sightings, and nexus alerts.
• ✅ Production Ready: Docker + Caddy integration for secure remote ops.

📚 Documentation

Detailed technical reference and guides are available at:

• Dashboard API: /docs (OpenAPI 3.1 / Swagger)
• Full Manual: /readme or GitHub Pages

📜 License

This project is licensed under the MIT License - see the LICENSE file for details.