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debug

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更新时间2026年4月17日 13:52

Systematic debugging methodology with 4 phases: root cause investigation, pattern analysis, hypothesis testing, and targeted fix. Prevents shotgun debugging and ensures fixes address causes, not symptoms. Use when something is broken, a bug is reported, an error occurs, or after 2+ failed fix attempts. This skill should be used when the user says "debug", "it's broken", "there's a bug", "not working", "error", "fix this", "why is this failing", or when multiple fix attempts have failed. <example> Context: User reports a crash user: "the app crashes when I open the profile screen" assistant: "I'll use the systematic debugging skill to investigate the root cause." <commentary> Bug report — systematic debugging prevents guessing. </commentary> </example> <example> Context: Multiple fix attempts have failed user: "I've tried fixing this three times and it still doesn't work" assistant: "Multiple attempts failed — I'll use the systematic debugging approach to find the root cause." <commentary> 3+ failed attempt

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