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Why Prompt Engineering Doesn't Scale

Many teams rely heavily on prompts.

For example:

Create a customer form.

Use React.
Use TypeScript.
Use Zod.
Use Storybook.
Use Vitest.
Use Context.
Use Atomic Design.

This works initially.

However:

  • Prompts become longer.
  • Teams write prompts differently.
  • Instructions drift.
  • Standards become inconsistent.

Prompt engineering does not scale organizationally. Skills do.

Mini Exercise​

Take a long prompt you might use repeatedly and identify which parts belong in standards instead.

Example​

If every prompt repeats Use React, Use TypeScript, Add tests, and No inline styles, those instructions should move into shared skills or repo-level rules.