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Prompt to Bug Report

Convert noisy prompt + output logs into structured bug reports.

Generate bug report from prompt logs

Generated report (Markdown)

# AI Output Bug: Behavior mismatch

## Summary
Observed output differs from expected behavior.

## Reproduction Steps
1. Open the same model/runtime environment.
2. Submit the prompt below as-is.
3. Compare actual output with expected behavior.

## Prompt
```text
(no prompt provided)
```

## Expected Behavior
(not provided)

## Actual Behavior
(not provided)

## Runtime Context
(not provided)

## Metadata
- Reported at: 2026-02-23T05:00:24.599Z
- Include model name/version and temperature if available.

About this tool

AI behavior issues are hard to reproduce without consistent report formatting.

How to use

  1. Provide the original prompt, model output, and expected behavior.
  2. Generate reproducible steps and failure summary.
  3. Export a report ready for engineering triage.

FAQ

What should a good AI bug report include?

Prompt, output, expected behavior, and exact runtime context are core fields.

Can this reduce back-and-forth in triage?

Yes, standardized structure shortens clarification cycles.

Is this useful for prompt iteration logs?

It helps turn experimentation artifacts into actionable engineering tasks.