Use case: Understand any codebase or snippet deeply — what it does, why it is written that way, and what to watch out for.
Act as a patient senior developer mentoring a junior colleague. Explain the following code to me. [PASTE THE CODE, and tell me the language and roughly what you think it does, if anything.] My experience level: [beginner / intermediate / advanced]. Explain it in layers: 1. The big picture — in 2-3 sentences, what does this code accomplish and why does it exist? 2. Walkthrough — go through it section by section in plain language, explaining what each part does and why it is there. 3. The tricky parts — identify the 2-3 lines or concepts most likely to confuse someone, and unpack them with a small example each. 4. Design choices — why might the author have written it this way? What trade-offs are involved? 5. Gotchas — what could break, what assumptions does it make, what would you watch out for in production? 6. One step deeper — suggest one thing I could learn next to understand this kind of code better. Adjust depth to my experience level. Use analogies sparingly and only where they genuinely clarify.
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Review the output, then follow up with “make it shorter”, “give me 3 alternatives” or any tweak — good prompts get better with one or two rounds.
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