quant-agent

Use this skill when the user asks to backtest a strategy, evaluate historical performance, compare strategies, interpret Sharpe ratio or drawdown, validate a strategy's statistical reliability, or run walk-forward analysis. Also use when recommending any systematic trading strategy that should be validated against historical data before being proposed.

Use this skill when the user asks how much to invest, wants to plan or enter a trade, mentions position sizing, asks about their trading discipline or losses, or reviews their trade journal. Also use before endorsing any specific entry the user proposes.

Use this skill when the user asks about pair trading, statistical arbitrage, cointegrated pairs, spread trading, hedge ratios, or market-neutral strategies.

Use this skill when the user asks about position sizing, stop-loss levels, portfolio risk, VaR, drawdown limits, risk/reward ratios, or when you are about to recommend an entry point for any trade. Always apply this skill before stating a specific price target, stop, or position size.

Use this skill when the user asks which strategy to use, how to build a trading system, how to select between trend-following and mean-reversion, what works in the current market regime, or when designing an entry/exit/stop framework for any equity or ETF. Also use when the user describes market conditions and wants a structured approach.

Use this skill when the user asks how a stock behaves around earnings, wants an earnings calendar, is planning a trade into or after an earnings report, or mentions post-earnings drift (PEAD).

Use this skill when the user asks for a report, brief, summary document, or export — daily market brief, sector report, stock deep-dive, portfolio review, or screening results — especially when they want it saved to a file or in HTML.

Use this skill when the user asks to screen or scan for stocks with specific criteria — value screens, momentum screens, oversold bounces, breakout setups, VCP/Minervini patterns, or combined fundamental and technical filters. Also use when managing custom screening universes.

Use this skill when the user asks about market breadth, advance/decline, new highs and lows, breadth thrust, market participation, whether a rally is broad or narrow, or divergences between the index and its constituents.

Use this skill when the user asks about the current market regime, market health, whether it's a bull or bear market, how much equity exposure to hold, whether now is a good time to buy, or asks for a market overview. Also use before recommending any new position, to set exposure context.

Use this skill when the user asks about sector rotation, which sectors are leading or lagging, sector relative strength, where we are in the economic cycle, or which sector to overweight. Also use when ranking sectors or analyzing a specific sector's context.

Use this skill when the user asks about available data, data quality, supported fields, provider capabilities, or when you are unsure whether a specific data field (such as options data, real-time quotes, or intraday data) is available from the currently active provider. Also use before fetching unusual data types to confirm the active provider supports them.

Use this skill when computing or interpreting technical indicators: RSI, MACD, Bollinger Bands, moving averages, ATR, ADX, Stochastic, OBV, VWAP, or any other indicator. Also use when deciding which indicators are appropriate for the current market regime or when the user asks why a specific indicator gave a false signal.