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Prompt Engineering Basics

Master few-shot prompting, constraint setting, and clarity. Tests the ability to get predictable outputs from LLMs.

Few-shot promptingConstraint settingIterative refinementClarity

Choose Your Level

Pick the difficulty that matches where you are. You can come back and try a harder level later.

Beginner

Build a Few-Shot Classifier

Write a prompt that classifies customer reviews into strict categories.

1 to 2 hours 3 criteria
Start this level
Intermediate

Debug & Rewrite a Vague Prompt

Fix a failing marketing prompt that generates generic, unusable copy.

2 to 3 hours 3 criteria
Start this level
Advanced

Design a Dynamic Prompt Chain

Break a complex writing task into a multi-step LLM pipeline.

3 to 5 hours 3 criteria
Start this level