smithery/jimmc414

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apply-decorator-wrap For cross-cutting concerns: add behavior without modifying functions, caching, timing, logging, validation wrappers.

smithery/jimmc414

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cache-recursive-calls For dynamic programming: overlapping subproblems, recursive solutions with repeated computations, memoization to avoi…

smithery/jimmc414

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count-combinations For probability and counting: permutations, combinations, sample spaces, Monte Carlo simulation, brute-force enumerat…

smithery/jimmc414

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find-shortest-path For pathfinding and search: shortest path, maze solving, game AI, route planning, graph traversal, BFS/DFS, Dijkstra,…

smithery/jimmc414

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parallel-orchestrator Manage parallel Claude Code workstreams using git worktrees.

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parallel-retrospective Analyze completed parallel workflows for lessons learned.

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

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refactor-decompose-function For long functions: break into smaller pieces, extract helper functions, reduce nesting, improve testability and read…

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return-none-for-failure For graceful failure: return None or False instead of exceptions, let caller decide how to handle failure.

smithery/jimmc414

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scholar-evaluation Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill shou…

smithery/jimmc414

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solve-constraint-puzzle For constraint satisfaction: Sudoku, scheduling, N-queens, logic puzzles, SAT-like problems, assignment problems. Use…

smithery/jimmc414

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tokenize-then-parse For interpreters: separate lexing from parsing, token stream to AST, structured text processing in stages.

smithery/jimmc414

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use-operator-module For functional operations: named functions for operators, cleaner than lambdas for arithmetic, building interpreter e…

smithery/jimmc414

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validate-before-process For input validation: check format and constraints before processing, fail fast with clear errors, defensive parsing.

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verify-with-inline-tests For test co-location: tests in same file as code, run with main, tests as documentation and examples.

smithery/jimmc414

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