AI Engineering

Symfony CQRS And Handlers implements CQRS in Symfony with separate command and query buses and handlers using Messenger. Use it to plan and carry out medium-complexity changes with checkpoints and validation.

Symfony Effective Context provides execution guidance for Symfony changes with relevant files, patterns, and constraints. Use it when planning medium or complex updates and validating them in checkpoints.

Aerodrome Trading helps create, validate, backtest, and deploy Aerodrome/Base spot trading strategies through the Superior Trade API. It is used for Freqtrade configs, market-swap execution, balance checks, and live-trading safety on Base.

Basis Arb turns spot-perp basis and funding into a directional signal for futures entries. Use it when you want to trade the perp leg from basis flips or cash-and-carry setups, not run a hedged two-leg arbitrage.

Bollinger Reverter 4H defines a symmetric Bollinger-band mean-reversion strategy for 4h charts. Use it when building a range-trading setup with ADX, RSI, and a tight ROI ladder around band touches.

Breakout writes a swing or intraday momentum strategy for Superior Trade using prior highs, range expansion, and trailing stops. It also flags that long-only breakouts can fail in downtrends and should use a regime filter or multi-pair scan.

Catalyst Confirmation checks whether a Polymarket market reacts after an external event like CPI, Fed decisions, or court rulings. Use it when a thesis depends on post-event price confirmation before entering a trade.

DCA Weekly helps write and validate scheduled buy strategies that add to the same trading pair on a calendar cadence. Use it for weekly, monthly, or daily accumulation on Superior Trade instead of price-triggered buying.

Deadline Drift uses filled TradeTick history to study how Polymarket prices move as a market’s resolution deadline gets closer. Use it for before-date or timing-based markets when the question is whether price drift follows time pressure.

Donchian Strong Regime shorts breakdowns only when a strong-bear regime is confirmed by EMA separation, ADX, and recent downside momentum. It is used for trend-following bear moves and stays out of chop by design.

DSL Exit Engine defines a three-phase exit model for Freqtrade strategies: ROI ladder, hard stoploss, and ratcheting trailing stop. Use it when tuning exits for mean-reversion, breakout, or mixed strategies.

Fee Optimizations helps you reduce trading costs in Freqtrade on Hyperliquid by choosing maker-friendly order settings, accounting for builder fees, and reasoning about slippage. Use it when backtests diverge from live results or when a high-turnover strategy may be eaten by fees.