chiefgui/skills

implement

Implement requested behavior and verify the result.

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Implement

  • Implement the requested behavior.
  • Preserve existing behavior outside the requested changes.
  • Read and apply $code and $tests.

Before coding

  • Read the affected code, its callers, and relevant tests.
  • Identify required behavior, affected consumers, and reusable capabilities.
  • Determine what must change and what must remain true.
  • Identify the source of truth for each piece of state.
  • Resolve ambiguity that materially affects behavior or public contracts.
  • Choose a complete approach and determine how to verify it.
  • Keep planning proportional to the task; proceed when the approach is clear.

Verification

  • Run the smallest set of checks that covers the affected behavior.
  • Review the diff for unnecessary complexity and unintended changes.
  • Verify that affected consumers use the replacement and superseded paths are removed; identify any blocked removal.
  • Distinguish verified outcomes from assumptions.

Completion report

  • Briefly describe the behavior delivered and how it was verified.
  • State breaking changes, migration requirements, and material limitations or tradeoffs.
  • Omit file inventories, implementation walkthroughs, and design-pattern names.
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