AI Coding · Debug

Bug Report → AI Debug Prompt Generator

Built for practical handoffs, not prompt decoration

Outputs are structured around scope, constraints, evidence and verification so coding agents receive actionable context instead of vague instructions.

Turn symptoms, reproduction steps and logs into a debugging brief that makes the agent diagnose first, avoid unsupported guesses and verify the fix against the original failure.

01 · Evidence first

Turn a messy bug into a diagnostic task

Agent Where will you use the generated debugging brief?Environment Optional at first. Add it when version/platform matters.

What is broken? Describe only what you actually observe. Include frequency if intermittent. What should happen instead? The behavior you want to preserve or restore. How can someone reproduce it? One step per line is enough; numbering is optional.

Add technical details Recommended for harder bugs

Error / stack trace / logs Paste exact evidence. Leave blank when there is no error.

Relevant files Only likely code paths or assets.Recent changes Useful clues, not assumed causes.

Do not change Behavior or systems that must remain stable.Verification How will you prove the fix works and did not regress nearby behavior?

02 · Diagnostic prompt

Evidence-constrained debugging brief

Waiting for input

Add the observed behavior and reproduction steps to generate a useful debugging brief.

The output explicitly tells the agent to diagnose before editing and to separate evidence from hypotheses.

Quality check

Why this output is useful

A useful debugging prompt distinguishes observed facts from hypotheses, preserves the reproduction path and defines a regression check. That gives the agent a narrower search space and makes “fixed” mean something testable.

Privacy

Everything runs locally in your browser. Brightory does not send your project details, code, logs or generated output to a server.

Turn a bug report into an AI debugging prompt

This tool structures observed behavior, expected behavior, reproduction steps, logs, recent changes, protected behavior and verification into an evidence-first debugging brief for AI coding agents.