AI Engineering

Funding Rate Arbitrage captures perp funding payments by entering when funding APR is deeply negative or, in the short variant, deeply positive. It uses Hyperliquid hourly funding data in Freqtrade backtests and live strategy logic.

Funding Squeeze enters long when Hyperliquid perp funding is deeply negative and price is already rising, aiming to ride forced short unwinds. It exits on funding normalization or a time stop when the squeeze thesis no longer holds.

Ghidra CLI uses Ghidra from the command line for binary analysis, decompilation, function inspection, cross-references, patching, and type edits. Use it when you need to reverse engineer a program or manage a Ghidra project.

Grid Trading uses a profit-laddered position-adjustment approach for range fades, ladder buys, and partial take-profits on Superior Trade. It is not a true multi-order book grid; use it when price drawdown triggers adds and rallies take partials.

Hyperliquid backtests and deploys Freqtrade strategies on Superior Trade’s managed Hyperliquid runtime. Use it to write configs and strategy code, run sweeps, check balances, trade HIP-3 perps, or debug failed deployments.

Intelligence uses Superior Trade Unified API market data to rank current setups and inspect a single canonical symbol. Use it for “what’s hot” scans or symbol drilldowns, and read the returned evidence instead of treating scores as advice.

Large Fill Pressure looks for repeated oversized Polymarket fills that cluster in one direction and may justify trading behind the flow. Use it to shape a backtestable signal from filled trade data, not to infer hidden intent.

Lighter uses the Superior Trade Unified API for market discovery, backtests, deployments, wallet checks, and supported one-time actions. Use it when working with the Lighter venue through the unified runtime.

Mean Reversion writes a 4h Bollinger-band mean-reversion trading strategy with RSI and ADX filters for range-bound markets. Use it for oversold bounces, band fades, and other reversion setups on Superior Trade.

Polymarket Trading lets you find Polymarket markets, place immediate market orders, write NautilusTrader strategies, run filled-data backtests, and deploy live strategies. Use it when trading or researching prediction markets through Superior Trade.

Probability Mean Reversion looks for Polymarket outcomes that overreact and then drift back toward a rolling median. Use it for fade trades when there is weak follow-through and no fresh catalyst.

Robinhood Chain Lighter plans deployment and funding guidance for the Superior Trade venue `lighter-robinhood`. Use it when preparing a Robinhood Wallet perps strategy on Lighter or checking venue-specific availability and config.