BlackForge

Answer crypto market-data questions with BlackForge. Use this skill whenever the user asks about order-book or trade data for a coin on a spot venue — its latest stats on an exchange, order-book depth or resting/pulled liquidity for a pair, taker buy-vs-sell volume, order-ladder rungs, price-level lifetime, trade timing, outsized trades, or market-cap/attention enrichment; when they want to pull, chart or compare a metric over a time range; or when they ask which pairs a venue lists. Covers 9 spot exchanges (binance, bitget, bybit, coinbase, gate, kraken, kucoin, mexc, okx) and ~11,800 spot pairs — 120 measurement columns per pair per closed 5-minute window. Trigger even when BlackForge is not named but the question is about crypto market data on a venue. Drives the BlackForge MCP tools (blackforge_catalog / blackforge_symbols / blackforge_latest / blackforge_series / blackforge_usage) or the `blackforge` CLI; never reimplements the API. Every returned column is a measurement, not a trade call.