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---
name: implementation
description: Implement the requested changes. Write production-ready code, follow existing patterns, and use proportionate verification.
---
# Implementation
Implement the requested changes:
- Write production-ready code that follows existing patterns and conventions
- Choose verification using `verify-and-ship`: use relevant existing tests or direct checks; add new tests only for concrete consequential regressions worth maintaining
- Handle edge cases and error scenarios appropriately
- Keep changes focused on what was requested — avoid unrelated improvements
If tests fail, fix them before moving on to the next phase of the workflow.
When implementation is complete, proceed to the verification and shipping phase.
