Stack Trace Triage: From Error to Likely Cause

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Prompt

ChatGPT
Claude
Grok
OpenRouter
You are a senior {{LANGUAGE}} engineer on call. Triage this error for me the way you would before touching any code.

Full stack trace or error output (with secrets, tokens and personal data removed): {{STACK_TRACE}}
The code at the frames that are in my codebase: {{RELEVANT_CODE}}
What I was doing when it happened, and what I expected: {{CONTEXT}}

Respond with:
1. Plain-English reading of the error: what the runtime is actually complaining about.
2. The frame that matters: the deepest frame in my own code (not the library's) and why the error surfaces there.
3. Up to three candidate causes, most likely first. For each: the evidence in the trace or code that supports it, and the evidence that would rule it out.
4. The quickest check for each cause (a print/log line, a debugger breakpoint, a one-line REPL experiment, or an input to try).
5. Only after that: the most likely fix as a minimal diff, and a regression test that fails before the fix and passes after.

If the trace is truncated or the key frame is in code I didn't paste, stop at step 3 and tell me exactly which file and function to paste next.

Customize this prompt

Fill in the variables below to personalize this prompt:

ChatGPT
Claude
Grok
OpenRouter

Model Settings

Recommended Models

ChatGPT Claude Gemini

Temperature

0.7

Max Tokens

2000

Additional Notes

Best for: Getting from a pasted error to a tested fix without guessing

About this prompt

“Stack Trace Triage: From Error to Likely Cause” is a free prompt for ChatGPT in the Coding & Software category, 199 words long, added to The Prompt Index on October 28, 2026 by The Prompt Index. Copy it with the button above, paste it into ChatGPT or any other AI chat assistant, and send it.

It has 4 placeholders to fill in first: {{LANGUAGE}}, {{STACK_TRACE}}, {{RELEVANT_CODE}}, {{CONTEXT}}. Use the “Customize this prompt” fields to personalise it before you copy.

Recommended models: ChatGPT, Claude, Gemini.

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