Automated Fix

Attempt to resolve the provided issue safely and deterministically by following a structured debugging workflow.

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Inputs

Source	Used for
issue (context variable)	The issue to fix, including id, title, description, and reproduction steps
project_context (context variable)	Project conventions, tech stack, code standards, testing strategy, and architecture
iteration (context variable)	Current iteration number for file naming and context

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The Job

Follow this debugging workflow in order:

1. Understand the issue — read the description and any reproduction steps carefully.
2. Reproduce the issue — confirm it is observable before making any changes.
3. Form hypotheses — identify possible root causes based on the observed behaviour.
4. Identify affected code — locate the files and functions involved.
5. Add instrumentation if needed — add temporary logging or assertions to narrow down the cause.
6. Collect logs — run the code and capture output if instrumentation was added.
7. Confirm or discard hypotheses — use evidence to settle on the root cause.
8. Fix the issue — apply the minimal change that resolves the root cause.
9. Verify the fix — attempt to reproduce the original issue and confirm it no longer occurs.
10. Remove instrumentation — clean up any temporary logging or assertions added in step 5.

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Rules

• Minimal scope. Keep changes scoped to the provided issue — do not refactor unrelated code.
• Add or update tests. Write or update tests to cover the fix when appropriate.
• Do not commit. The calling command handles git commits.
• Stop on uncertainty. If no hypothesis can be confirmed after reasonable effort, stop and report failure rather than guessing.
• Follow conventions exactly. Use the naming, formatting, error handling, and module organisation patterns from the project context.

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Output

The output is the set of file changes (modified or new files) in the working tree. There is no document to produce — the corrected code and any updated tests are the deliverable.

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Checklist

Before finishing:

• Issue was reproduced before any changes were made
• Root cause was identified and confirmed
• Fix is minimal and scoped to the provided issue
• Issue can no longer be reproduced after the fix
• Instrumentation has been removed
• Tests were added or updated where appropriate
• Code follows project conventions (naming, style, error handling)
• No git commits were made