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#debugging

Performance Investigation — Measure Before You Optimize

Find out why something is slow before you change it: a measurement plan, likely bottlenecks ranked, the profiling tools to use, and fixes ordered by impact and effort.

Nigel Yoshida

Bug Hunt — From Symptom to Root Cause

Track down a bug methodically: ranked hypotheses, the quickest test for each, the root cause once found, a minimal fix and a regression test so it stays fixed.

Nigel Yoshida

Error Message Explainer — What Broke and Where to Look

Paste an error or stack trace and get it in plain language: what it means, the line that matters, the most likely causes in your code, and the first things to check.

Nigel Yoshida

Structured Python Debugging Assistant

A highly structured and effective Python debugging prompt template to help users isolate, understand, and resolve errors in their code using best practices

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