Lesson 01

Classify market state before direction.

Outcome: describe what price is doing without turning the description into a prediction.

State changes the meaning of every signal

A trend-following entry has a different probability profile in expansion than it does during compression. Begin with observable structure: is price making sustained directional progress, drifting slowly, rotating inside a range, compressing, expanding, exhausting, or attempting a reversal?

Use neutral language. “Price is expanding upward with shallow pullbacks” is an observation. “Price must keep rising” is a prediction. A useful state label tells you which tactics deserve attention and which ones should wait.

Example

Three higher highs alone do not prove a durable trend. Check whether pullbacks remain controlled, range is expanding, and movement still has room before a major level.

Five-minute drill

Hide indicators and inspect only price structure.
Choose one state label and write two observations that support it.
Write one observation that would invalidate your label.

Which statement is a market-state observation? Price must break the high next. Price is compressing inside the prior range. This setup feels too strong to fail.

Lesson 02

Treat a signal as an input, not a decision.

Outcome: rank an alert against state, timing, location, and available room.

Context determines whether an alert deserves action

A signal can be technically valid and still arrive at a poor location. Before acting, compare it with the current state, the distance already traveled, nearby support or resistance, spread, session timing, and the distance to a reasonable invalidation point.

Separate signal quality from trade quality. Strong directional evidence may still produce a weak trade if price has already consumed most of the available range or if the stop required by structure is too large.

Context score

Record state alignment, timing, location, room, and risk clarity as separate yes/no judgments. A single exciting metric should not erase four weak ones.

Signal context drill

Select one historical alert.
Score state, timing, location, room, and risk clarity.
Write the strongest reason to pass even if the direction is correct.

What can make a valid signal a weak trade? The dashboard color is unfamiliar. Little room remains before a major opposing level. The alert appeared quickly.

Lesson 03

Define failure before entry.

Outcome: separate invalidation, stop placement, position size, and trade management.

Risk is a decision made before the trade exists

First state what market behavior would prove the idea wrong. Then locate a stop that reflects that invalidation, calculate a size that keeps total risk inside your limit, and decide how the trade will be managed if price stalls or moves in your favor.

Moving the stop farther because loss feels uncomfortable changes the original trade. A clear invalidation statement makes that change visible instead of emotional.

Four separate fields

Idea invalidation, stop price, maximum account risk, and management rule are related, but they are not interchangeable.

Risk-before-entry drill

Write one sentence that would prove the idea wrong.
Mark the structural stop and calculate size from the allowed loss.
State the exact condition that cancels the trade before entry.

What should be defined first? The desired profit. The behavior that proves the idea wrong. The largest position the broker permits.

Lesson 04

Group related alerts into one campaign.

Outcome: avoid treating every alert on the same move as a fresh opportunity.

Repeated alerts can describe one market event

When the same instrument produces several alerts close together, count the exposure, not the notifications. The alerts may represent one continuing move, one pullback sequence, or one unresolved thesis.

A campaign record should contain its first alert, additions, total exposure, shared invalidation, and the event that closes the campaign. This prevents accidental over-concentration and keeps review statistics honest.

Campaign boundary

A campaign ends when the thesis is invalidated, the position is fully closed, or a clearly defined reset condition creates a genuinely new setup.

Campaign drill

Find three alerts on one instrument from the same session.
Decide whether they share one thesis and invalidation.
Calculate the total exposure as if all three were active.

When should alerts be grouped? Every alert from the same week. When they express the same unresolved thesis. Never; every notification is independent.

Lesson 05

Review the process, not only the outcome.

Outcome: distinguish a good decision from a lucky result and a poor decision from an ordinary loss.

Profit does not prove the process was sound

Review what was knowable at the time: state, context, planned invalidation, size, execution, and management. Then compare the plan with what actually happened. A profitable trade can contain a dangerous process error; a stopped trade can be correctly planned and executed.

Use screenshots or recordings from before entry, during management, and after exit. This limits hindsight from rewriting the original decision.

Review categories

Label the trade as plan followed, plan changed with evidence, emotional deviation, execution error, or valid loss.

Recorded review drill

Watch one recorded example without skipping to the result.
Pause at entry and write your own state and risk assessment.
Compare the final outcome with the quality of the original process.

What is the primary review target? Whether the trade made money. Whether the plan used available evidence and was followed. Whether the trader predicted every move.

Lesson 06

Ask questions that expose uncertainty.

Outcome: use analysis tools to test a thesis instead of seeking confirmation.

Better prompts produce more disciplined analysis

Ask for evidence, conflicts, invalidation, comparison, and missing data. “Tell me why this is a buy” invites confirmation. “What evidence supports and contradicts this long thesis, and what would invalidate it?” creates a useful decision audit.

Always verify live price, timestamp, symbol, and source freshness before relying on generated analysis. An assistant can organize evidence, but it cannot remove uncertainty or responsibility.

Useful structure

State the symbol and timeframe, request current evidence, ask for the strongest counterargument, define invalidation, and request a stand-down condition.

Question-rewrite drill

Write your first instinctive trading question.
Remove language that assumes the answer.
Add a request for conflicting evidence and a stand-down condition.

Which question best reduces confirmation bias? Why is my long setup correct? What supports and contradicts the thesis, and what invalidates it? Guarantee the most likely outcome.

Build a repeatable trading process.