johnalbertini14-glitch APEX Crypto Intelligence — Multi-Exchange Trading Analysis Skill
Institutional-grade crypto market analysis across 5 exchanges with AI-powered Hyper-Council verdicts and hedge fund-quality PDF reports.
Source Code: github.com/contrario/aetherlang Homepage: neurodoc.app Author: NeuroAether (info@neurodoc.app) License: MIT Version: 0.1.0
Summary
APEX Crypto Intelligence is a multi-exchange cryptocurrency analysis tool that fetches live market data from CoinGecko, Binance, Bybit, KuCoin, MEXC, and Gate.io, performs cross-exchange arbitrage detection, and provides AI-powered institutional trading analysis through a Hyper-Council of 5 specialized agents.
Privacy & Data Handling
⚠️ BYOK (Bring Your Own Keys): Exchange API keys are used locally to fetch data from exchanges. Keys are never transmitted to NeuroAether.
⚠️ External API Notice: Only market data (prices, volumes) and query text are sent to api.neurodoc.app for AI analysis.
Auditable Code: See client.py — the build_api_request() function on line 109 shows the exact payload sent to the API. Run python client.py to inspect the payload before sending.
- What is sent: Aggregated market prices and natural language queries only (verify in client.py line 109)
- What is NOT sent: Exchange API keys, credentials, personal data, wallet addresses
- Data retention: Queries are processed in real-time and not stored
- Hosting: Hetzner EU servers (GDPR compliant)
CRITICAL: Users should configure exchange API keys with READ-ONLY permissions. Never enable withdrawal or trading permissions.
Architecture
User's Machine (local) NeuroAether API
┌──────────────────────┐ ┌─────────────────┐
│ │ │ │
│ Exchange API Keys │ │ api.neurodoc.app│
│ (never leave here) │ │ │
│ │ │ │ Receives ONLY: │
│ ▼ │ │ - prices │
│ Fetch from │ prices + │ - volumes │
│ Binance/Bybit/etc │──query──▶ │ - query text │
│ (locally) │ │ │
│ │ │ │ Returns: │
│ ▼ │ ◀──────── │ - AI analysis │
│ Aggregate prices │ analysis │ - verdicts │
│ (no keys in payload)│ │ - PDF data │
│ │ │ │
└──────────────────────┘ └─────────────────┘
Overview
Key Features
- Cross-Exchange Scanner — Live bid/ask from Binance, Bybit, KuCoin, MEXC, Gate.io
- Arbitrage Detection — Automatic spread analysis across all 5 exchanges
- APEX Hyper-Council Analysis — 5 AI agents (Macro CIO, Quant Research, Risk Officer Damocles, Execution Architect, Regime Classifier)
- Trading Blueprint PDF — Hedge fund-grade reports with SWOT, Radar charts, PnL projections, Implementation Roadmap
- Multi-coin Support — BTC, ETH, SOL, XRP, DOGE, ADA, DOT, AVAX, MATIC, BNB, LTC, LINK, TRX, SHIB, SUI, APT, TON, NEAR, UNI, PEPE
Configuration (BYOK)
Users provide their own API keys via environment variables. All keys are optional — the skill works with CoinGecko free data by default, and each exchange is additive.
Required Environment Variables
None required. The skill works without any keys using CoinGecko free tier.
Optional Environment Variables
| Variable | Exchange | Purpose |
|---|---|---|
BINANCE_API_KEY |
Binance | Market data (read-only) |
BINANCE_API_SECRET |
Binance | API authentication |
BYBIT_API_KEY |
Bybit | Market data (read-only) |
BYBIT_API_SECRET |
Bybit | API authentication |
KUCOIN_API_KEY |
KuCoin | Market data (read-only) |
KUCOIN_API_SECRET |
KuCoin | API authentication |
MEXC_API_KEY |
MEXC | Market data (read-only) |
MEXC_API_SECRET |
MEXC | API authentication |
GATEIO_API_KEY |
Gate.io | Market data (read-only) |
GATEIO_API_SECRET |
Gate.io | API authentication |
API Endpoints
1. Live Market Data + Cross-Exchange Scanner
POST https://api.neurodoc.app/aetherlang/execute
Content-Type: application/json
{
"code": "flow CryptoScan {\n using target \"neuroaether\" version \">=0.3\";\n input text query;\n node Scanner: crypto exchanges=\"all\", language=\"en\";\n output text result from Scanner;\n}",
"query": "BTC ETH SOL"
}
2. APEX Hyper-Council Analysis
{
"code": "flow ApexAnalysis {\n using target \"neuroaether\" version \">=0.3\";\n input text query;\n node Apex: crypto mode=\"analysis\", language=\"en\";\n output text result from Apex;\n}",
"query": "Full APEX analysis for BTC ETH SOL"
}
3. Trading Blueprint PDF
{
"code": "flow Blueprint {\n using target \"neuroaether\" version \">=0.3\";\n input text query;\n node Report: crypto mode=\"blueprint\", language=\"en\";\n output text result from Report;\n}",
"query": "Generate trading blueprint for BTC"
}
Supported Exchanges
| Exchange | Data Available | Auth Required |
|---|---|---|
| CoinGecko | Price, MCap, Volume, ATH | No (free tier) |
| Binance | Bid/Ask, Spread, Volume | Optional |
| Bybit | Bid/Ask, Spread, Volume | Optional |
| KuCoin | Bid/Ask, Spread | Optional |
| MEXC | Bid/Ask, Spread, Volume | Optional |
| Gate.io | Bid/Ask, Spread, Volume | Optional |
Hyper-Council Agents
| Agent | Role | Weight Range | Can Veto |
|---|---|---|---|
| MACRO | Global Macro CIO | -100 to +100 | No |
| QUANT | Head of Quant Research | -100 to +100 | No |
| STATS | Chief Statistician | -100 to +100 | No |
| RISK (Damocles) | Chief Risk Officer | -100 to +100 | Yes |
| EXECUTION | Execution Architect | 0 (INFO) | No |
Security Architecture
Auditable source: client.py — inspect build_api_request() to verify exact payload.
- BYOK: User keys stay local, never transmitted to NeuroAether
- Read-only: Skill only reads market data, never executes trades
- No storage: API keys used per-request, never persisted
- Input validation: All queries sanitized, max 5000 chars
- Rate limiting: 100 req/hour free tier
What This Skill Does NOT Do
- ❌ Execute trades or place orders
- ❌ Transfer funds or make withdrawals
- ❌ Store or log API keys
- ❌ Provide financial advice (analysis only)
Languages
- English (default)
- Greek (Ελληνικά) — add
language="el"
Technology
- Backend: FastAPI + Python 3.12 (source)
- AI Models: GPT-4o via OpenAI
- Data Sources: CoinGecko, Binance, Bybit, KuCoin, MEXC, Gate.io
- PDF Engine: WeasyPrint + Matplotlib
- Hosting: Hetzner EU (GDPR compliant)
Disclaimer
⚠️ This skill provides AI-generated market analysis for educational and informational purposes only. It is NOT financial advice. Cryptocurrency trading involves significant risk. Always conduct your own research and consult a qualified financial advisor before making investment decisions.
Built by NeuroAether — Institutional Intelligence for Everyone 🧠📊