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// Skill profile

APEX Crypto Intelligence — Multi-Exchange Trading Analysis Skill

name: apex-crypto-intelligence

by contrario · published 2026-03-22

开发工具数据处理加密货币
Total installs
0
Stars
★ 0
Last updated
2026-03
// Install command
$ claw add gh:contrario/contrario-apex-crypto-intelligence
View on GitHub
// Full documentation

---

name: apex-crypto-intelligence

description: AI-powered multi-exchange crypto market analysis, arbitrage detection, and hedge fund-quality trading reports using live data from major exchanges.

version: 0.2.1

author: contrario

homepage: https://masterswarm.net

requirements:

binaries:

- python3

env:

- name: BINANCE_API_KEY

required: false

description: "Read-only Binance API key (optional)"

- name: BINANCE_API_SECRET

required: false

description: "Read-only Binance secret (optional)"

- name: BYBIT_API_KEY

required: false

description: "Read-only Bybit API key (optional)"

- name: BYBIT_API_SECRET

required: false

description: "Read-only Bybit secret (optional)"

- name: KUCOIN_API_KEY

required: false

description: "Read-only KuCoin API key (optional)"

- name: KUCOIN_API_SECRET

required: false

description: "Read-only KuCoin secret (optional)"

- name: MEXC_API_KEY

required: false

description: "Read-only MEXC API key (optional)"

- name: MEXC_API_SECRET

required: false

description: "Read-only MEXC secret (optional)"

- name: GATEIO_API_KEY

required: false

description: "Read-only Gate.io API key (optional)"

- name: GATEIO_API_SECRET

required: false

description: "Read-only Gate.io secret (optional)"

metadata:

skill_type: api_connector

external_endpoints:

- https://api.neurodoc.app/aetherlang/execute

operator_note: "api.neurodoc.app operated by NeuroDoc Pro (same as masterswarm.net), Hetzner DE"

privacy_policy: https://masterswarm.net

key_safety: "Exchange keys used locally only — never transmitted to api.neurodoc.app. Keys are read from env vars per-request and excluded from all API payloads."

python_deps:

- httpx

license: MIT

---

# 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](https://github.com/contrario/aetherlang/tree/main/skills/apex-crypto-intelligence)

**Homepage**: [neurodoc.app](https://neurodoc.app)

**Author**: NeuroAether (info@neurodoc.app)

**License**: MIT

**Version**: 0.2.0

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**: The payload sent to api.neurodoc.app contains only aggregated market prices and query text. Exchange API keys are excluded from all requests.

  • **What is sent**: Aggregated market prices and natural language queries only
  • **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

    1. **Cross-Exchange Scanner** — Live bid/ask from Binance, Bybit, KuCoin, MEXC, Gate.io

    2. **Arbitrage Detection** — Automatic spread analysis across all 5 exchanges

    3. **APEX Hyper-Council Analysis** — 5 AI agents (Macro CIO, Quant Research, Risk Officer Damocles, Execution Architect, Regime Classifier)

    4. **Trading Blueprint PDF** — Hedge fund-grade reports with SWOT, Radar charts, PnL projections, Implementation Roadmap

    5. **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

    **Data handling**: Only aggregated market prices and query text are sent to api.neurodoc.app. Exchange API keys never leave the local environment.

  • **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](https://github.com/contrario/aetherlang))
  • **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* 🧠📊

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