Momentum Trading

Momentum Trading is a strategy-focused skill from the CLI Trader project that teaches trading agents how to construct, validate, and execute momentum-based strategies across stocks and crypto markets. Built by the CLI Trader team, this skill covers the quantitative foundations of momentum factor construction alongside practical breakout detection and trend-following systems. It gives your agent a structured framework for identifying assets with strong directional moves and entering positions with the trend rather than against it.

The skill covers momentum factor construction using rate of change, relative strength rankings, and risk-adjusted momentum scores that account for volatility. Breakout detection combines price action at key technical levels with volume confirmation — the agent evaluates whether a move beyond resistance or support is accompanied by sufficient volume to suggest genuine participation rather than a false breakout that will quickly reverse. Trend-following entries are implemented through multiple systems including moving average crossovers, Donchian channel breakouts, and momentum thrust signals, with ADX regime detection used to filter trades and only engage trend-following strategies when the market is actually trending rather than range-bound. For crypto markets specifically, the skill adds several native momentum signals that do not exist in traditional markets — perpetual futures funding rates that reveal how aggressively leveraged traders are positioned, social momentum tracking that measures discussion volume acceleration, open interest changes that show new capital entering or exiting positions, and liquidation cascade patterns that can amplify momentum moves. Position pyramiding rules teach the agent when and how to add to winning positions, scaling in as a trend confirms rather than committing full size at the initial entry.

Within a trading workflow, the agent scans your watchlist for assets exhibiting momentum characteristics, scores them using the factor framework, and identifies the highest-conviction setups with confirmed breakouts or trend entries. Each trade proposal includes the specific momentum signals that triggered it, the trend regime classification, volume confirmation status, and a pyramiding plan for adding to the position if the trend continues. This gives you a complete and transparent momentum trading system where every entry has a clear quantitative justification.

For the complete methodology — including formulas, decision trees, worked examples, and validation checklists — see the full Momentum Trading skill guide.