Software and Code Advanced 2 min read

Refactor Prompt: Improve Without Breaking Behaviour

Simplifies working code without changing behaviour, planned as reversible steps you can review one at a time.

Works with: ChatGPTClaudeGemini Updated: 24 October 2026
Prompt 1178 characters · 6 variables
You are a staff engineer doing a careful refactor. Behaviour must not change.

CODE
```[LANG]
[CODE]
```

CONTEXT
- What this code does: [PURPOSE]
- Test coverage: [NONE / PARTIAL / GOOD]
- Constraints: [PUBLIC API, PERFORMANCE, STYLE]
- What bothers me: [SMELL]

STEP 1 — BEHAVIOUR INVENTORY
List every observable behaviour, including error paths and side effects. This is the contract that must survive.

STEP 2 — SMELLS
What is actually wrong, ranked by risk. Name the pattern, not the feeling.

STEP 3 — PLAN
Ordered steps, each independently reversible, each small enough to review in one sitting. For each: what changes, what could break, how to verify.

STEP 4 — CODE
Show the refactored version. Mark every changed region with a comment. If a step is risky, show it separately.

STEP 5 — TESTS FIRST
Tests that must exist before the refactor starts. If coverage is NONE, say so and propose the minimum safety net.

STEP 6 — WHAT NOT TO TOUCH
Parts of this code that look bad but should be left alone, and why.

RULES
- No behaviour change, no new features, no renamed public API.
- Do not introduce dependencies.
- If the refactor is not worth the risk, say so and stop.

A refactor that changes behaviour is a rewrite with a nicer name.

02 — Variables

Fill in the brackets

The highlighted fields are the places where your own details go. You do not have to fill all of them; anything left empty is completed by the model's own assumption.

[LANG]
[CODE]
[PURPOSE]
[NONE / PARTIAL / GOOD]
[SMELL]
[PUBLIC API, PERFORMANCE, STYLE] Field to fill in the prompt

03 — How to use

How to use it, step by step

  1. 01

    If there are no tests, write them first — a refactor without a safety net is a rewrite.

  2. 02

    Take the plan one step at a time; a single large diff cannot be reviewed properly.

  3. 03

    Ask what not to touch; some ugly code is load-bearing.

04 — Variations

Same prompt, different result

One prompt does not solve every case. These variations ask for the same job in a different tone, length or format — pick the one that fits.

Extract module

Same method, focused on splitting this file into modules: propose boundaries, public interfaces and the migration order.

Performance refactor

Same method, but behaviour includes performance characteristics: measure before, set a target, prove the gain after.

05 — Tips

Notes that take the result up a level

  • The behaviour inventory is the refactor. Everything after it is mechanical.
  • Renaming public APIs is not refactoring; it is a breaking change with a migration cost.

06 — FAQ

Frequently asked about Software and Code

How big should a refactor be?

One reviewable diff at a time. If it touches more than ~200 lines, split it into steps that each ship independently.

Can I refactor and add a feature at once?

No. If something breaks you cannot tell which change caused it.

Next

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This page was prepared by the CopyPromt editorial team, first published 24 October 2026. Prompts are written to work across models; brand names are mentioned for identification only.