Prompt Engineering

A complete guide to building complex prompts using the seven-element framework: Task Context, Tone, Rules, Examples, Input Data, Immediate Task, Output Format. Includes career coach, legal assistant, and code bot examples.

A practical RAG tutorial: build an enterprise knowledge base Q&A system in 4 steps using embedding vector search and Claude. Contextual Retrieval cuts retrieval failure from 5.7% to 1.9%, with full Python code and Voyage AI model comparison.

Claude can’t do math or query databases on its own. But you can teach it to ‘make phone calls’ — give it the numbers for calculators, databases, and other tools, and let it dial when needed.

Writing requires revision, and so do AI responses. Learn how to use prompt chaining to make Claude self-review and improve, dramatically boosting response accuracy. Like having AI write a draft, check it, polish it, and hand you a perfect final answer.

Anthropic’s official tutorial chapter 2: Why does Claude keep missing the point? Because your prompts aren’t clear enough. Learn this one trick to make AI understand you precisely.

From failure to control - unveil the secret weapon of AI image generation precision. A JSON prompt framework helps Gemini/Doubao generate TikTok-style portraits with 6-layer control structure + 3 multiplier tricks. Learn to control AI like a photographer in 3 minutes.

Stop writing lengthy instructions. Just show Claude a few examples and AI will instantly understand what you mean. Let’s talk about Few-Shot Prompting

Ever noticed AI sometimes gives wrong answers? Learn how ’thinking out loud’ dramatically improves accuracy. A simple yet powerful technique.

Anthropic Official Tutorial Chapter 3: Learn how to assign roles to Claude, making it respond with different identities, styles, and thinking patterns. Master this Claude prompting technique to get better AI responses.