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# SKILL 5: Decision Tree Navigation ("The Altitude Dance")
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## Overview
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This skill teaches you to move fluidly between execution (Level 1: getting stuff done) and strategic evaluation (Level 2: critical thinking). Projects rarely unfold linearly—they require frequent course correction. Most trainees should spend MORE time on their project's decision tree.
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## Core Principle
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**"Learn the altitude dance"**
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Move back and forth frequently between:
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-**Level 1:** Full immersion in experimental details or coding
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-**Level 2:** Step back, clear your head, evaluate as if someone else did the work
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**Why Decision Trees Matter:**
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Once you're in a project, the landscape changes:
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- You've learned from initial experiments
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- New papers have been published
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- Technology has advanced
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At any decision point, you should rarely follow your plan from 2 years ago—there will be a better alternative.
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**The Altitude Levels:**
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-**Level 1 (Ground Level):** Doing the work, troubleshooting, optimizing
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-**Level 2 (Strategic Altitude):** What did we learn? What should we do next?
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-**Level 3 (Field Altitude):** How does this fit in the broader landscape?
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-**Level 4 (Career Altitude):** Is this the right use of my finite time?
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**Common Failure Modes:**
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1.**Stuck in Level 1:** Troubleshooting endlessly without reassessing the plan
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2.**Only Level 2:** Brilliant strategist but never rolls up sleeves
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3.**No rhythm:** Switching randomly instead of deliberately
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### Phase 1: Map Your Decision Tree
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For your project, identify:
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1.**Initial plan:** What was the intended path?
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2.**Branch points:** Where might alternative paths emerge?
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3.**Decision criteria:** What determines which branch to take?
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### Phase 2: Establish Your Rhythm
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**Recommended Schedule:**
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-**Daily:** Level 1 work (experiments, coding, analysis)
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