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Turn a vague bug into a reproducible report

Confining hypotheses to their own section keeps the factual report trustworthy while still capturing debugging intuition. The [GAP] markers turn missing reproduction steps into a checklist instead of fabricated certainty, which is what makes another engineer able to act on it.

EngineeringWriteSuggested model: google/gemini-3.5-flash

Last reviewed July 17, 2026

The prompt
Turn my messy bug notes into a reproducible bug report.

Notes: {{notes}}

Produce:
1. Title: symptom plus trigger in one line ("Export hangs when a filter contains an emoji").
2. Environment: version, platform, config that plausibly matters. Mark unknowns as unknowns.
3. Steps to reproduce: numbered, starting from a clean state, each step observable. If my notes skip a step, insert [GAP: what needs checking] rather than guessing.
4. Expected vs actual, one line each, plus exact error text if present.
5. Severity and blast radius: who hits this and how often, judged from the notes.
6. Repro confidence: deterministic, intermittent (with observed rate), or not yet reproduced.
7. Three most plausible hypotheses ranked, each with the cheapest experiment to confirm or kill it.

Keep speculation strictly inside section 7.
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Fill in the variables

VariableWhat it isExample
{{notes}}Everything you know, unsorted[paste your notes, logs, and screenshots description]

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