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Intermediate·45 min·5 lessons

Prompting for Consistent Results

Understand why prompts fail, fix them with structure, examples, and format locks, and build a reusable prompt library.

What you'll learn

Why prompts fail
Structuring complex requests
Reproducible outputs
Personal prompt library
XML tags & role prompts

Your instructor

Dr. Amanda Chen

AI Research Lead, Anthropic

Amanda leads prompt research at Anthropic.

Syllabus

01

Why Your Prompts Are a Coin Flip

Understand why the same prompt produces different results each time, and learn a simple diagnostic to identify what's missing.

02

Structure That Claude Can't Misread

Use labeled sections and XML tags to organize your prompts so Claude always knows which part is the instruction and which part is the input.

03

Examples Are Worth a Thousand Instructions

Use few-shot examples to eliminate ambiguity and get consistent, on-target outputs from Claude on the first try.

04

Roles, Format Locks, and Self-Checks

Use specific role definitions, locked output formats, and self-check instructions to get consistent results from Claude every time.

05

Build a Prompt Library You'll Actually Use

Turn your best prompts into reusable templates with clear placeholders, organize them into a starter library, and keep them working as your needs evolve.

This course includes

  • 5 self-paced lessons
  • 45 min of content
  • Claude tutor on every lesson
  • Certificate of completion

Free to start. No credit card required.