The GCSE Framework (Goal, Context, Sources, Expectations)

Overview

The GCSE Framework is a comprehensive yet accessible prompt structure that helps you communicate effectively with AI tools. It consists of four elements: Goal, Context, Sources, and Expectations. Together they eliminate ambiguity and dramatically improve output quality, especially for tasks requiring specific formatting, evidence, or tone.

Framework Components

1. Goal

What you want to achieve. State your objective clearly and specifically.

Examples:

Create a weekly meal plan for a vegetarian diet
Draft a project status update for stakeholders
Generate ideas for improving team communication
Analyse customer feedback from the past month

2. Context

Background information the AI needs to understand your situation, constraints, and requirements.

Include relevant details about:

Your role or industry
Time constraints
Resources available
Current situation
Audience or stakeholders
Any limitations or preferences