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Templates

AI debugging workflow templates for cleaner prompts and handoffs

These templates are designed to be used after cleaning a log. They help turn the cleaned text into a complete prompt by adding expected behavior, recent changes, and the specific task you want the AI assistant to perform.

Build failure

Please debug this build failure.
Command:
Relevant file:
Recent change:
Cleaned error:
What I already checked:

Runtime crash

Please identify the likely root cause.
Route or command:
Relevant file:
Expected behavior:
Cleaned stack trace:
Minimal fix requested:

CI failure

Please summarize this CI failure and suggest the next check.
Job:
Step:
Command:
Cleaned error:
Exit code:

TypeScript error

Please explain this TypeScript error and suggest the smallest type-safe fix.
File:
Changed code:
Cleaned diagnostic:
Expected type:
Actual value:

React hydration issue

Please narrow this hydration mismatch.
Route:
Component:
Server-rendered expectation:
Client behavior:
Cleaned warning or stack trace:

Support escalation

Please help triage this bug report.
User impact:
Environment:
Cleaned error:
Sensitive values removed:
Question for engineering:

How to use these templates

Clean the log first, then paste the result into the template.

Add the command, route, file, or job name before asking for a fix.

Ask for one outcome: root cause, next check, minimal fix, or reproduction steps.

Remove secrets and internal data before using the prompt in a third-party AI tool.