home/categories/architecture-patterns/krzemienski-shannon-framework-skills-systematic-debugging-skill-md
architecture-patternsdevelopment
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation with quantitative tracking, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions
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krzemienski
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๋ฐ์ดํธ๋จ 12/31/2025
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quick start
Installation and usage
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation with quantitative tracking, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions
์ค์น
$ install --globalskills.sh
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skills use systematic-debugging