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 🧠📊
1---2name: apex-crypto-intelligence-multi-exchange-trading-analysis-ski3description: 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 ...4---5
6# APEX Crypto Intelligence — Multi-Exchange Trading Analysis Skill
7
8> Institutional-grade crypto market analysis across 5 exchanges with AI-powered Hyper-Council verdicts and hedge fund-quality PDF reports.
9
10**Source Code**: [github.com/contrario/aetherlang](https://github.com/contrario/aetherlang/tree/main/skills/apex-crypto-intelligence)
11**Homepage**: [neurodoc.app](https://neurodoc.app)
12**Author**: NeuroAether (info@neurodoc.app)
13**License**: MIT
14**Version**: 0.1.0
15
16## Summary
17
18APEX 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.
19
20---
21
22## Privacy & Data Handling
23
24⚠️ **BYOK (Bring Your Own Keys)**: Exchange API keys are used **locally** to fetch data from exchanges. Keys are **never transmitted** to NeuroAether.
25
26⚠️ **External API Notice**: Only market data (prices, volumes) and query text are sent to `api.neurodoc.app` for AI analysis.
27
28**Auditable Code**: See [`client.py`](https://github.com/contrario/aetherlang/blob/main/skills/apex-crypto-intelligence/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.
29
30- **What is sent**: Aggregated market prices and natural language queries only ([verify in client.py line 109](https://github.com/contrario/aetherlang/blob/main/skills/apex-crypto-intelligence/client.py#L109))
31- **What is NOT sent**: Exchange API keys, credentials, personal data, wallet addresses
32- **Data retention**: Queries are processed in real-time and not stored
33- **Hosting**: Hetzner EU servers (GDPR compliant)
34
35**CRITICAL**: Users should configure exchange API keys with **READ-ONLY permissions**. Never enable withdrawal or trading permissions.
36
37---
38
39## Architecture
40```
41User's Machine (local) NeuroAether API
42┌──────────────────────┐ ┌─────────────────┐
43│ │ │ │
44│ Exchange API Keys │ │ api.neurodoc.app│
45│ (never leave here) │ │ │
46│ │ │ │ Receives ONLY: │
47│ ▼ │ │ - prices │
48│ Fetch from │ prices + │ - volumes │
49│ Binance/Bybit/etc │──query──▶ │ - query text │
50│ (locally) │ │ │
51│ │ │ │ Returns: │
52│ ▼ │ ◀──────── │ - AI analysis │
53│ Aggregate prices │ analysis │ - verdicts │
54│ (no keys in payload)│ │ - PDF data │
55│ │ │ │
56└──────────────────────┘ └─────────────────┘
57```
58
59---
60
61## Overview
62
63### Key Features
64
651. **Cross-Exchange Scanner** — Live bid/ask from Binance, Bybit, KuCoin, MEXC, Gate.io
662. **Arbitrage Detection** — Automatic spread analysis across all 5 exchanges
673. **APEX Hyper-Council Analysis** — 5 AI agents (Macro CIO, Quant Research, Risk Officer Damocles, Execution Architect, Regime Classifier)
684. **Trading Blueprint PDF** — Hedge fund-grade reports with SWOT, Radar charts, PnL projections, Implementation Roadmap
695. **Multi-coin Support** — BTC, ETH, SOL, XRP, DOGE, ADA, DOT, AVAX, MATIC, BNB, LTC, LINK, TRX, SHIB, SUI, APT, TON, NEAR, UNI, PEPE
70
71---
72
73## Configuration (BYOK)
74
75Users 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.
76
77### Required Environment Variables
78
79None required. The skill works without any keys using CoinGecko free tier.
80
81### Optional Environment Variables
82
83| Variable | Exchange | Purpose |
84|----------|----------|---------|
85| `BINANCE_API_KEY` | Binance | Market data (read-only) |
86| `BINANCE_API_SECRET` | Binance | API authentication |
87| `BYBIT_API_KEY` | Bybit | Market data (read-only) |
88| `BYBIT_API_SECRET` | Bybit | API authentication |
89| `KUCOIN_API_KEY` | KuCoin | Market data (read-only) |
90| `KUCOIN_API_SECRET` | KuCoin | API authentication |
91| `MEXC_API_KEY` | MEXC | Market data (read-only) |
92| `MEXC_API_SECRET` | MEXC | API authentication |
93| `GATEIO_API_KEY` | Gate.io | Market data (read-only) |
94| `GATEIO_API_SECRET` | Gate.io | API authentication |
95
96---
97
98## API Endpoints
99
100### 1. Live Market Data + Cross-Exchange Scanner
101```
102POST https://api.neurodoc.app/aetherlang/execute
103Content-Type: application/json
104```
105```json
106{
107 "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}",
108 "query": "BTC ETH SOL"
109}
110```
111
112### 2. APEX Hyper-Council Analysis
113```json
114{
115 "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}",
116 "query": "Full APEX analysis for BTC ETH SOL"
117}
118```
119
120### 3. Trading Blueprint PDF
121```json
122{
123 "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}",
124 "query": "Generate trading blueprint for BTC"
125}
126```
127
128---
129
130## Supported Exchanges
131
132| Exchange | Data Available | Auth Required |
133|----------|---------------|---------------|
134| CoinGecko | Price, MCap, Volume, ATH | No (free tier) |
135| Binance | Bid/Ask, Spread, Volume | Optional |
136| Bybit | Bid/Ask, Spread, Volume | Optional |
137| KuCoin | Bid/Ask, Spread | Optional |
138| MEXC | Bid/Ask, Spread, Volume | Optional |
139| Gate.io | Bid/Ask, Spread, Volume | Optional |
140
141---
142
143## Hyper-Council Agents
144
145| Agent | Role | Weight Range | Can Veto |
146|-------|------|-------------|----------|
147| MACRO | Global Macro CIO | -100 to +100 | No |
148| QUANT | Head of Quant Research | -100 to +100 | No |
149| STATS | Chief Statistician | -100 to +100 | No |
150| RISK (Damocles) | Chief Risk Officer | -100 to +100 | **Yes** |
151| EXECUTION | Execution Architect | 0 (INFO) | No |
152
153---
154
155## Security Architecture
156
157**Auditable source**: [`client.py`](https://github.com/contrario/aetherlang/blob/main/skills/apex-crypto-intelligence/client.py) — inspect `build_api_request()` to verify exact payload.
158
159- **BYOK**: User keys stay local, never transmitted to NeuroAether
160- **Read-only**: Skill only reads market data, never executes trades
161- **No storage**: API keys used per-request, never persisted
162- **Input validation**: All queries sanitized, max 5000 chars
163- **Rate limiting**: 100 req/hour free tier
164
165### What This Skill Does NOT Do
166- ❌ Execute trades or place orders
167- ❌ Transfer funds or make withdrawals
168- ❌ Store or log API keys
169- ❌ Provide financial advice (analysis only)
170
171---
172
173## Languages
174
175- **English** (default)
176- **Greek** (Ελληνικά) — add `language="el"`
177
178## Technology
179
180- **Backend**: FastAPI + Python 3.12 ([source](https://github.com/contrario/aetherlang))
181- **AI Models**: GPT-4o via OpenAI
182- **Data Sources**: CoinGecko, Binance, Bybit, KuCoin, MEXC, Gate.io
183- **PDF Engine**: WeasyPrint + Matplotlib
184- **Hosting**: Hetzner EU (GDPR compliant)
185
186---
187
188## Disclaimer
189
190⚠️ 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.
191
192---
193*Built by NeuroAether — Institutional Intelligence for Everyone* 🧠📊
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