Prompting Essentials
Prompting is the skill of giving AI clear, specific instructions that produce useful output. This section covers the building blocks of a good prompt, the patterns that work across different tasks, and how to get AI to return structured data or reason through complex problems.
In This Section
Prompt Anatomy
The components of an effective prompt — role, context, task, format, and constraints — and how each shapes the response.
Prompt Patterns
Zero-shot, few-shot, and chain-of-thought prompting — when to use each and what results to expect.
Structured Output
Getting AI to return JSON, tables, and other machine-readable formats reliably — and why this matters for automation.
Reasoning Tasks
Prompting AI to think step by step through complex problems — and how to verify the reasoning, not just the conclusion.