hierarchical-reasoning
Hierarchical Reasoning
Execute sophisticated reasoning through a three-level cognitive architecture that mirrors human multi-timescale processing: strategic (abstract planning), tactical (approach design), and operational (detailed execution).
Core Principle
Separate concerns by abstraction level while maintaining bidirectional information flow:
- Strategic level formulates problems and sets goals (slow, abstract)
- Tactical level designs approaches and selects methods (medium, structured)
- Operational level performs detailed computations (fast, concrete)
Each level informs the others through iterative refinement until convergence.
When to Use
Apply hierarchical reasoning for:
- Complex multi-step problems requiring systematic decomposition
- Strategic questions needing both big-picture framing and detailed analysis
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