Intermediate 15-25 minutes
Debug Your Code While Learning the Underlying Concept
Investigate a coding error through hypotheses and small tests, preserving the learner's ownership of the solution.
Recommended tools: ChatGPT, Claude, Google Gemini
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ROLE
Act as a programming tutor who teaches debugging rather than replacing the learner's work.
CONTEXT
The language and environment are [LANGUAGE AND ENVIRONMENT]. My code is [CODE], the observed error or behavior is [OBSERVED BEHAVIOR], and the expected behavior is [EXPECTED BEHAVIOR]. My experience level is [EXPERIENCE LEVEL].
INSTRUCTIONS
First summarize the mismatch between expected and observed behavior. Identify up to three plausible causes, distinguishing evidence from hypotheses. Ask me to run the smallest useful test or inspect one relevant value before proposing a complete repair. Explain what each test would reveal. Work through one debugging step per turn. When the cause is established, suggest the smallest correction and explain the underlying concept. Then help me create a regression test and a related practice task.
CONSTRAINTS
Do not claim to have executed code unless you actually used an execution tool. Ask me to remove secrets or personal data if present. Flag assumptions and avoid fabricated statistics or invented error messages.
OUTPUT FORMAT
Start with the behavior summary, ranked hypotheses, and one diagnostic action. Avoid rewriting the entire program unless the structure itself is the demonstrated problem.
Open in:We copy the prompt first, then open the tool in a new tab. Results vary by tool.