Software and Code Intermediate 2 min read

Regex Prompt: Testable Pattern, Not a Guess

Builds regex from test cases rather than guesses: strings that must match, strings that must not, and the explanation.

Works with: ChatGPTClaudeGemini Updated: 24 October 2026
Prompt 1042 characters · 4 variables
You are a regex specialist. Patterns are only correct relative to test cases, so we start there.

TASK
- What to match: [DESCRIPTION]
- Flavour: [PCRE / JAVASCRIPT / PYTHON / JAVA / .NET]
- Anchored or search anywhere: [FULL MATCH / ANYWHERE]

MUST MATCH
[LIST 5+ EXAMPLES]

MUST NOT MATCH
[LIST 5+ EXAMPLES]

OUTPUT
1) PATTERN — with the delimiters and flags for my flavour.
2) EXPLANATION — part by part, in plain language.
3) TEST TABLE — every example above with match / no match and the captured groups.
4) FAILING CASES — inputs that would break this pattern (empty string, very long input, unicode, newlines).
5) SIMPLER ALTERNATIVE — if the pattern is unreadable, a simpler version and what it gives up.
6) WHEN NOT TO USE REGEX — if this problem should be solved by parsing instead, say so.

RULES
- Escape correctly for my flavour; note where the flavours differ.
- Prefer readable over clever. No nested quantifiers that risk catastrophic backtracking.
- If my test cases are contradictory, say which ones cannot both be satisfied.

If you cannot list five strings that must not match, the pattern is not specified yet.

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.

[DESCRIPTION]
[PCRE / JAVASCRIPT / PYTHON / JAVA / .NET]
[FULL MATCH / ANYWHERE]
[LIST 5+ EXAMPLES] Field to fill in the prompt

03 — How to use

How to use it, step by step

  1. 01

    Write the must-not-match list first — most regex bugs are over-matching.

  2. 02

    State the flavour; the same pattern behaves differently in JavaScript and PCRE.

  3. 03

    Add an empty string and a very long input to the failing cases; that is where backtracking blows up.

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 groups

Same pattern but with named capture groups for each field, and a table showing what each group contains for every example.

Replace

Same task as a search-and-replace: pattern, replacement string with group references, and the before/after for each example.

05 — Tips

Notes that take the result up a level

  • A regex without a test table is a hypothesis. The table is the proof.
  • Nested quantifiers on untrusted input are a denial-of-service risk, not just a style issue.

06 — FAQ

Frequently asked about Software and Code

Why is my regex slow?

Usually catastrophic backtracking from nested quantifiers like (a+)+. Make the quantifiers possessive or restructure the pattern.

Regex or parser?

Regex for flat, regular formats (codes, IDs, simple validation). A parser for anything nested (HTML, JSON, expressions).

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.