Prompt Engineering Refactoring Code Quality

Refactor Prompt — the Behavior Preservation Contract

"Refactor this code" invites silent behavior changes. The refactoring contract preserves business rules, outputs, and side effects — and flags uncertainty instead of deciding it.

Overview

Most refactor prompts hand the model code and an adjective. The refactoring contract structures the transformation instead: a goal with named priorities, a risk profile that sizes the change set, seven safety rules that apply at every risk level, and the flagship — behavior preservation requirements covering observable behavior, business rules, outputs, side effects, and integrations. Uncertain behavior becomes a question, never a silent decision. This setup loads a classic large-method decomposition on business-critical code to show the full contract.

Workflow

  1. Name the goal, not just the wish

    Readability, maintainability, simplification — each goal carries different priorities and different known failure modes.

  2. Size the risk

    Conservative demands the smallest change set; Aggressive allows restructuring — but behavior preservation never turns off.

  3. Read the assumptions first

    Every transformation that depends on an UNVERIFIED assumption arrives flagged — that list is where regressions hide.

Why This Works

  • Naming what must be preserved beats hoping the model preserves it
  • The risk profile separates ambition from safety — they are different axes
  • Flagged uncertainty turns silent behavior changes into reviewable questions

Best for

  • Developers using chat AIs to restructure real code
  • Code where a hidden behavior change is expensive
  • Teams standardizing how AI-assisted refactors are requested

Not for

  • Finding what is wrong with the code — that's the Code Review Prompt Generator
  • Fixing a failure or error — diagnose it first with the Debugging Prompt Generator

Use cases

  • Decomposing a giant method without altering a business rule
  • Getting a change list with reasons instead of a silent rewrite
  • Forcing the model to skip what it cannot verify

Tip: Save time by exploring related resources and tools that integrate with this workflow.

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