6DuckLearn Skills

apex crypto intelligence

AI-driven multi-exchange cryptocurrency market analysis, arbitrage detection, and hedge fund-level trading reports using real-time data from major exchanges.

finance Tags: okx, trading, community, okx-marketplace, finance, trend

6DuckLearn provenance: Community skill by chenji336, mirrored from the OKX Skills Marketplace (https://www.okx.com/en-sg/agent-tradekit/skills/apex-crypto-intelligence). It is not curated, verified, or endorsed by 6DuckLearn or represented as an official OKX publication.

Financial safety boundary: Never request secrets in chat. Before any external API call or action that places, cancels, or amends an order; changes leverage; transfers funds; creates or stops a bot; subscribes to or redeems an earn product; or signs/broadcasts a transaction, show the exact live/demo profile, instrument, side, size, price constraints, fees, and worst-case loss, then obtain explicit user approval. Default to read-only or demo mode when uncertain. Treat all analysis as research, not investment advice.

APEX Crypto Intelligence — Multi-Exchange Trading Analysis

Multi-exchange cryptocurrency analysis that fetches live market data from OKX, CoinGecko, Binance, Bybit, KuCoin, MEXC, and Gate.io, performs cross-exchange arbitrage detection, and delivers AI-powered institutional trading analysis through a Hyper-Council of 5 specialized agents.

Note: The Hyper-Council analysis is powered by api.neurodoc.app (GPT-4o), a separate AI service — not Claude. Only aggregated market prices and your query text are sent; exchange API keys never leave your machine.


Prerequisites

OKX Trade Kit

npm install -g @okx_ai/okx-trade-mcp @okx_ai/okx-trade-cli
okx config init
okx-trade-mcp setup --client claude-code

Exchange API Keys (all optional)

The skill works without any keys using OKX Trade Kit and CoinGecko free tier. Keys enable authenticated endpoints (higher rate limits) for other exchanges.

Variable Exchange
BINANCE_API_KEY / BINANCE_API_SECRET Binance
BYBIT_API_KEY / BYBIT_API_SECRET Bybit
KUCOIN_API_KEY / KUCOIN_API_SECRET KuCoin
MEXC_API_KEY / MEXC_API_SECRET MEXC
GATEIO_API_KEY / GATEIO_API_SECRET Gate.io

Configure with read-only permissions only. Keys are used locally to fetch data and are never sent to api.neurodoc.app.


Data Source Priority

For OKX data, fetch in this order — stop at the first that works:

  1. CLI (primary): okx market ticker BTC-USDT
  2. MCP (fallback): market_get_ticker(instId="BTC-USDT")
  3. REST API (last resort): direct exchange API calls via scripts/client.py

Workflow

Step 1: Fetch OKX Data

CLI (try first):

okx market ticker {TOKEN}-USDT
okx market candles {TOKEN}-USDT --bar 1D --limit 100
okx market indicator {TOKEN}-USDT --ind RSI
okx market indicator {TOKEN}-USDT --ind MACD
okx market funding-rate {TOKEN}-USDT-SWAP
okx market open-interest --instType SWAP --instId {TOKEN}-USDT-SWAP
okx market orderbook {TOKEN}-USDT

MCP fallback (if CLI unavailable):

  • market_get_ticker(instId="{TOKEN}-USDT") — price, bid/ask, 24h stats
  • market_get_candles(instId="{TOKEN}-USDT", bar="1Dutc", limit=100) — OHLCV
  • market_get_indicator(instId="{TOKEN}-USDT", indicator="rsi", bar="1Dutc") — RSI
  • market_get_indicator(instId="{TOKEN}-USDT", indicator="macd", bar="1Dutc") — MACD
  • market_get_funding_rate(instId="{TOKEN}-USDT-SWAP") — funding rate
  • market_get_open_interest(instId="{TOKEN}-USDT-SWAP", instType="SWAP") — open interest
  • market_get_orderbook(instId="{TOKEN}-USDT") — order book depth

Step 2: Fetch Cross-Exchange Data

Run scripts/client.py for multi-exchange price comparison and arbitrage detection. The script fetches from CoinGecko, Binance, Bybit, KuCoin, MEXC, and Gate.io locally, then sends only aggregated prices (no keys) to api.neurodoc.app.

python ${CLAUDE_SKILL_DIR}/scripts/client.py

Symbol coverage note: The client currently has hardcoded symbol mappings for BTC, ETH, and SOL. For other coins, cross-exchange comparison falls back to CoinGecko data only.

To verify the exact payload before sending:

python ${CLAUDE_SKILL_DIR}/scripts/client.py  # runs in verification mode by default

Step 3: Send to Hyper-Council API

Choose the appropriate analysis mode:

Mode API payload Use when
Scanner mode="scanner" Quick cross-exchange scan
Analysis mode="analysis" Full APEX council report
Blueprint mode="blueprint" Hedge fund-grade trading plan

API endpoint: POST https://api.neurodoc.app/aetherlang/execute

Example payloads:

Cross-exchange scan:

{
  "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"
}

APEX 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"
}

Trading blueprint:

{
  "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"
}

Rate limit: 100 req/hour (free tier). If exceeded, wait before retrying.

Step 4: Present Results

Combine OKX real-time data with the Hyper-Council verdict into a single report covering:

  • Cross-exchange price comparison and arbitrage spread
  • OKX technical indicators (RSI, MACD, funding rate, OI)
  • Council verdicts from MACRO, QUANT, STATS, RISK (Damocles), EXECUTION agents
  • Risk assessment and trading blueprint (if blueprint mode)

Hyper-Council Agents

Agent Role Can Veto
MACRO Global Macro CIO No
QUANT Head of Quant Research No
STATS Chief Statistician No
RISK (Damocles) Chief Risk Officer Yes
EXECUTION Execution Architect No

Error Handling

Error Cause Action
OKX CLI/MCP unavailable Not installed Fall back to scripts/client.py for OKX REST data
Exchange API returns empty Rate limit or auth error Use CoinGecko free tier as price baseline
api.neurodoc.app timeout Network / server load Retry once; if still failing, present OKX data only without council analysis
Rate limit hit (100 req/hr) Free tier exceeded Inform user, wait before retrying

Analysis is for informational purposes only. Not financial advice.

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