Automated Fix

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

Reasoning Protocol

Use Chain of Draft (CoD) for all internal reasoning. Before diagnosing, planning, or implementing any fix, think step by step in short drafts — each step ≤ ~5 words.

• Scope: Internal reasoning only — diagnosis, root-cause analysis, fix planning, verification steps.
• Step length: Each draft step must be ≤ ~5 words (e.g. "reproduce: missing null check", "root cause: state not reset", "fix: add guard clause", "verify: re-run failing test").
• Purpose: Reduce token use and latency while maintaining accuracy in root-cause identification and fix planning.
• Guarantee: Fix implementation, checklist output, and any user-facing communication remain complete and unabbreviated.

Inputs