Precompute Relationships Pattern

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This skill implements the Norvig-style pattern of precomputing static relationships—such as grid neighbors, graph structures, or constraint peers—during module initialization. By storing these mappings in dictionaries for O(1) access, it eliminates redundant calculations during runtime, making it ideal for solving constraint satisfaction problems, pathfinding on fixed maps, or managing complex hierarchical data structures. It provides Claude with the logic to identify fixed structures and transform expensive query-time logic into efficient, memory-cached lookups.

Características Principales

• Module-level pre-initialization patterns
• 1 GitHub stars
• Static grid and graph mapping templates
• Constraint propagation optimization
• O(1) constant-time relationship lookups
• Reduced runtime computational overhead

Casos de Uso

• Analyzing fixed network topologies or hierarchical data structures
• Game development involving fixed grids, hex maps, or navigation meshes
• Solving Sudoku and complex constraint satisfaction problems