RS Trader Academy

Schools / School IV — Relative Strength / Course 8

The model book

After this lesson you'll know how to train your pattern recognition the way O'Neil trained his — on verified history, one annotated leader at a time.

Studying game film

Serious performance disciplines study their own history on purpose, the way chess players replay the classic games. William O'Neil brought the practice to trading with the model book, a personal library of annotated case studies of history's biggest winning stocks. It's built to train the eye, until the setups of School III and this school get recognized on sight instead of recalled from a checklist.

A model-book entry is a chart of a great past leader, marked up by hand, answering a fixed set of questions. What did the base look like, and how long was it? Where was the RS line while price was still basing (course 2's tell)? What was volume doing in the base's final weeks, and on the breakout day? What was the market regime at the time (course 5)? And how did the stock act afterwards: where were the add points, the shakeouts, the character change that ended the advance? Do that honestly for thirty or forty historical leaders and the recognition starts happening on its own.

One entry, worked

Here's the skeleton of a model-book entry, using a leader recent enough that every claim can be checked: NVIDIA, 2022–2023.

Through late 2022, after a brutal Stage 4 year for the whole growth complex, NVDA built a base over roughly three months while the index made its October low. The relative strength showed up early. As the market retested its lows, NVDA held above its own, and its RS line pushed toward new highs while price was still 50% below its old peak. In January 2023 it broke above the base's ceiling on expanding volume, then spent the spring in an orderly Stage 2, riding its rising averages. In May 2023 first-quarter earnings delivered a surprise (School I, course 8) large enough that the stock gapped up roughly 24% in a single session. That was a breakaway-class gap (School III, course 7), it never filled, and the advance it launched ran far beyond it.

The annotations follow from that chart readily enough: RS leadership before the price breakout, a proper base as the launch structure, volume confirming each resolution, and the regime turning supportive underneath. One case proves nothing, and School VIII will insist on the point. The model book is doing something else, which is recognition training on examples where the outcome is known and every feature can be verified.

Building yours

The practice, concretely: pick past leaders (each cycle supplies them), pull the daily and weekly charts of their great advance including the year before it, and annotate against the question list above, by hand, in your own words. The Academy's replay trainer turns that from reading into practice. It replays the historical chart bar by bar without showing you the future, so you can stand where a trader stood in January 2023, see only what was knowable then, decide, and then watch what happened. Every chart looks obvious once you know how it ends, and taking that knowledge away is most of what the trainer is for.

Two cautions to carry with you. Survivorship is the model book's built-in bias: you study the breakouts that worked, and the ones that failed looked much the same at the moment of decision. The answer is to include failures in your book deliberately, annotated with the differences (they teach the stop discipline better than the winners teach anything). The other caution is that a model book trains recognition and stops there. Every lesson in it still ends in School II's arithmetic.

Check yourself

  1. What belongs in every model-book annotation? (The base's structure and duration, the RS line's position before breakout, volume through the base and at the resolution, the market regime, and the post-breakout management points.)
  2. Why replay a historical chart bar by bar instead of just reading it whole? (A whole chart comes with hindsight attached. Bar-by-bar restores the decision conditions — only what was knowable at that moment.)
  3. Why do failed breakouts belong in the book? (They looked like the winners at decision time. Their differences, annotated, are the honest content — and they train the exit reflex.)

The idea this lesson installs

Train your eye on verified history, one annotated leader at a time.

This completes School IV. Next: School V — The Trade, where recognition becomes execution.