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claude-skill

Unlock AI with Prompt_Engineering

Get 22 prompt engineering techniques with tutorials for startup founders leveraging LLMs, backed by 7.6k+ GitHub stars.
intermediateโฑ 30 minutes๐Ÿ’ต Free
7,644 stars985 forksJupyter NotebookQuality 9/10Updated 6/17/2026100% free ยท open source
What it is

Learn 22 techniques for crafting effective instructions that supercharge AI tools.

What you can make with it

Automations like: asking Claude to create personalized product summaries from customer feedback.

How it helps

Prompt Engineering enables you to squeeze more value from LLMs like Claude, by teaching you how to design optimal prompts.

Real use case example

"A founder building a new conversational product wants to get the most out of Claude. They start by reading through the 22 prompt engineering techniques, then test out ' chaining multiple requests' to get a summary of customer feedback. After implementing this, they notice a 20% reduction in support requests."

If you're new

Beginners who want to start working with AI tools should pick this up, as it lays the groundwork.

If you're senior

Senior engineers and pros will reach for this as a reference when fine-tuning their Claude workflows.

Common confusion cleared up

This skill isn't about 'telling' Claude what to do, but rather crafting prompts that coax the most accurate and helpful output from it.

Best inside these AI tools
Claude DesktopClaude CodeClaude API
Pairs with
Claude APIJupyter Notebook
Why we list it on WorkflowStacks: This skill is here because it's a must-have foundation for working with AI tools, and it's free and open-source.

About this skill

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

Topics

ai
chain-of-thought
chatgpt
claude
few-shot-learning
genai
generative-ai
gpt
in-context-learning
langchain
llm
llms
machine-learning
openai
prompt-engineering
prompting
python
tutorials
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

5
top-level files
3
folders
20.7M
repo size
Other
license
Key files
README.md
requirements.txt
File tree
.github/
all_prompt_engineering_techniques/
images/
.gitignore
CONTRIBUTING.md
LICENSE
README.md
requirements.txt
Quick Actions
Details
Creator
NirDiamant
Language
Jupyter Notebook
Category
claude-skill
Published
10/10/2024

Are you the creator of this tool? Claim your listing โ†’ and earn 85% of every sale.

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