Frameworks | Kai Hamil

Diagnostic Frameworks

5 questions to identify if you're solving symptoms or root causes. Distinguishes surface problems from structural issues.

5 questions • 3 causal levels Diagnostic

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Cause & Effect

Break vicious cycles using Judea Pearl's 3-level causal model. Move from treating symptoms to redesigning systems.

3 levels • Cycle breaker tool • 15 min

Decision Frameworks

Decision

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The 5 Filters

5-question framework for deciding under uncertainty. Applies Directional, Preferential, and Philosophical lenses to any choice.

5 filters • Uncertainty navigation Decision

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System // Self

Balance external infrastructure with internal clarity. The core philosophy behind everything at Kai Hamil.

2 domains • Integration method Assessment

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AI Usage Advanced

8-question behavioral assessment for AI integration. Bar chart visualization and detailed type analysis.

5 minutes • Behavioral

Professional Frameworks

Professional

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Realtor Discovery

20-question diagnostic for identifying root cause problems in realtor businesses. Maps pain points to AI solutions.

20 questions • 5 phases • AI mapping

What is a Framework?

A framework is a thinking tool — a structured approach for navigating complexity. Unlike rigid systems, frameworks adapt to context while providing clarity. They help you see patterns, identify leverage points, and make better decisions faster.

Each framework here has been developed through research, tested in practice, and refined through iteration. Use them as starting points, not prescriptions.

How to use: Start with a diagnostic framework to understand your situation, then apply a decision framework to navigate your next move.

Thinking Frameworks