Claude
13 posts

Building Complex Prompts from Scratch: The Seven-Element Framework
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.

RAG in Practice: Stop Making Your LLM Take Closed-Book Exams
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.

Tool Use: Teach AI to Make Phone Calls and Get Help When It's Stuck
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.

Prompt Chaining: Make AI Check Its Own Work and Double Accuracy
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.

Prompt Engineering Lesson 2: Clear and Direct is King
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.

How Claude Code LSP Makes AI Coding Feel Like Turn-by-Turn Navigation
Claude Code 2.0.74 now has native LSP support—it can jump to definitions and find references just like VS Code, no more blind grep searches

How I Use Skills to Turn My AI Assistant into a Loyal Workmate
Step-by-step guide to using Skills so Codex and Claude shift from generalists into assistants that follow your playbook.
Claude 4.5 Sonnet Launch: Claiming to Be the World's Strongest Coding Model
Anthropic releases Claude 4.5 Sonnet, claiming world’s strongest coding capabilities, 77.2% benchmark score, 30-hour continuous runtime, with Claude Code upgrade and new Agent SDK
Customize Your AI Coder: A Deep Dive into Claude Code Output Styles
Learn to use Claude Code’s new Output Styles feature to transform your AI assistant. This guide covers everything from using preset personas like ‘Explanatory’ and ‘Learning’ to creating your own custom AI styles for tasks like code auditing, TDD, and more.

Claude Prompt Engineering 05: Formatting Output and Making AI Speak
Stop the AI rambling! Three Prompt Engineering techniques to make Claude output exactly the format you need, with XML tags and JSON format explained