Guides
HyperWrite and AI workflow writing
Beginner to intermediate
Use this when you want Matt Shumer's material for prompting and related AI skills.
AI educator
HyperWrite and AI workflow writing
Useful for practical writing, prompt, and workflow examples around AI assistants.
Start with: Use writing workflow examples and adapt them to your own documents.
Guides
Beginner to intermediate
Use this when you want Matt Shumer's material for prompting and related AI skills.
Writers and operators should start here when they need prompting, writing with ai, and ai workflows. The strongest fit is a learner who wants material in these formats: guides, examples.
Use writing workflow examples and adapt them to your own documents. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Useful for practical writing, prompt, and workflow examples around AI assistants. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need prompting, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
ChatGPT Prompt Engineering for Developers
DeepLearning.AI
|
Short course | Beginner | You want a short, structured intro to prompting for software tasks. |
|
Learn Prompting
Sander Schulhoff
|
Guide | Beginner to intermediate | You need a broad prompt engineering reference. |
|
Prompt Engineering Guide
DAIR.AI
|
Guide | Beginner to advanced | You want examples of prompting techniques and patterns. |
|
GPT-5.5 prompting guide
OpenAI
|
Guide | Intermediate | You want the official prompting adjustments for GPT-5.5 instead of reusing older GPT-4 or GPT-5 prompt habits unchanged. |
|
OpenAI model optimization
OpenAI
|
Guide | Intermediate | You need a practical optimization loop across prompt changes, evals, and fine-tuning rather than guessing which knob to turn next. |
|
Anthropic Prompt Engineering Overview
Anthropic
|
Guide | Beginner to intermediate | You are building with Claude and want official prompting guidance. |
|
Pietro's AI Substack latest tutorials
Pietro Montaldo
|
Substack newsletter | Beginner to intermediate | You want actionable Claude and AI workflow tutorials for non-technical operators without a general AI news feed. |
|
Pietro Montaldo: 9 Claude Skills I use daily
Pietro Montaldo
|
Substack guide | Beginner to intermediate | You want a concrete list of reusable Claude meta-skills for writing, fact-checking, file organization, decisions, and prompt building. |
|
DeepLearning.AI Short Courses
Andrew Ng
|
Short courses | Beginner to advanced | Use this when you want Andrew Ng's material for prompting and related AI skills. |
|
Simon Willison on LLMs
Simon Willison
|
Blog | Beginner to advanced | Use this when you want Simon Willison's material for llm tools and related AI skills. |
|
Learn Prompting
Sander Schulhoff
|
Free guide | Beginner to intermediate | Use this when you want Sander Schulhoff's material for prompting and related AI skills. |
|
DAIR.AI Prompt Engineering Guide
Elvis Saravia
|
Guide | Beginner to advanced | Use this when you want Elvis Saravia's material for prompting and related AI skills. |