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Market Environment

Why the Same Setup Wins Today and Fails Tomorrow

Why the same model works great one day and does nothing the next.

Written guide~4 min readIntermediate

Before you start: Most useful once you already have a setup or two you trade regularly.

Part of the MY EDGE framework — refined through thousands of hours of chart study.

The same PD Array, the same kill zone, the same setup — once it works beautifully, the next time it fails completely. The difference is almost never the model. The difference is the market environment in which you're using the model. Before you build any trading scenario, you first need to answer: which of the three environments are we currently in?

What's Inside
  1. Theory
  2. Context
  3. Confirmation
  4. Execution
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Frequently Asked Questions

What is Market Environment in this framework?

It's the classification of current price conditions into one of three states — trend, retracement, or consolidation — each with its own confirmation criteria and expectations for continuation setups.

How do I determine which market environment is currently active?

Check concrete evidence for each state — for trend, whether the higher-timeframe draw on liquidity remains active and IOFED is respected; for retracement, whether an aggressive expansion hasn't yet retraced 50%; for consolidation, whether price is rotating with no clear delivery.

Why did the same setup work yesterday but fail today?

The difference is almost never the model itself — it's the market environment (and separately, the Liquidity Run character) it was used in; the same PD Array behaves very differently depending on both.

What should I do if I can't clearly identify the environment?

Default to consolidation and wait for clearer liquidity delivery — forcing a directional bias in an unclear environment is described as the most common cause of poor entries.