Prompt Patterns|

A Pattern Language for Knowledge Engineering with Large Language Models

Example-Driven Specification

Specifies desired model behavior through concrete examples rather than abstract rules.

Problem

Abstract instructions often underspecify format, granularity, and edge-case behavior, causing inconsistent outputs despite correct intent.

Solution

Provide examples as the primary specification so the model infers the contract from input-output patterns, boundaries, and conventions. In-context pattern induction stabilizes behavior more reliably than long abstract rules.