jimmc414

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For iteration with errors: catch exceptions during exploration, skip invalid cases, continue to next attempt.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For hot loop optimization: repeated formula evaluation, regex patterns, expression compilation. Transform string to callable once, call many times.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For complex behavior: build from tiny functions, chain transformations, make code read like a pipeline of operations.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For probability and counting: permutations, combinations, sample spaces, Monte Carlo simulation, brute-force enumeration, card/dice problems.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For new modules: define type aliases as vocabulary, make code self-documenting, create domain-specific language feel.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For heterogeneous data: pattern matching on type/structure, interpreter eval loops, handling different expression types.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For 2D debugging: visualize grid/board state, show puzzle progress, make algorithm behavior visible.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For cross-version support: try/except imports, optional dependencies, graceful degradation across Python versions.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For computational geometry: convex hull, point enclosure, polygon operations. Uses monotone chain algorithm with stack-based turn detection.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For pathfinding and search: shortest path, maze solving, game AI, route planning, graph traversal, BFS/DFS, Dijkstra, A problems.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For result reporting: tabular output, aligned columns, statistics summaries, human-readable reports.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For graph exploration: frontier collection with configurable pop order, BFS/DFS/random via strategy change.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For tree/maze generation: spanning trees, random mazes, graph coverage. Uses frontier-based exploration with configurable traversal order.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For boundary conditions: empty collections, zero values, recursive base cases, null checks, prevent crashes at edges.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For fast comparison: ensure only one instance of each symbol, use 'is' instead of '==', symbol tables for interpreters.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For combinatorial iteration: permutations, combinations, cartesian products, without storing all results in memory.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For two-sided matching: hospital-resident, stable marriage, college admissions. Gale-Shapley algorithm for stable matching with preferences.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For NP-hard optimization: TSP, scheduling, assignment problems. Uses greedy construction + local improvement (2-opt, hill climbing).

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For domain-specific languages: operator overloading, make Python look like math/domain notation, expression builders.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For text processing: extract numbers, words, structured data from messy text using regex patterns, parsing utilities.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For generic algorithms: strategy pattern, callbacks, configurable behavior. Pass functions as parameters to customize algorithm behavior.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For static relationships: graph structure, grid neighbors, constraint peers. Calculate once at module load, reference throughout program.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For constraint problems: eliminate impossibilities before guessing, reduce search space through inference, fail fast on contradictions.

jimmc414/claude-code-plugin-marketplace

Skill Claude CodeCodex

For long functions: break into smaller pieces, extract helper functions, reduce nesting, improve testability and readability.