Skills › Large Language Models

Prompt Craft

Write prompts that reliably produce high-quality outputs from any LLM.

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After this skill you can…

  • Write zero-shot and few-shot prompts
  • Use system prompts to shape model behaviour
  • Debug and iterate prompts systematically

Watch (10 videos)

AI Output Is Average By Design
Super Data Science: ML & AI Podcast with Jon Krohn · beginner theory
→ Craft effective prompts→ Understand the impact of AI training data
Qwen 3.8 vs Muse Glimmer vs Gemma 4 Coding Test
KGP Talkie · beginner
→ Craft effective prompts for LLMs→ Use prompts for game design→ Use prompts for UI creation
GPT 5.6 vs Claude Fable: Which one is the BEST AI For You?
SCALER · beginner
→ Craft effective prompts→ Use AI models for specific tasks→ Analyze AI responses
Why I Might Cancel Claude? | Kimi K3 Just Broke AI
PlivoAI · beginner
→ Craft effective prompts for Kimi K3→ Use Kimi K3 for code migration and explanation
Gemini vs ChatGPT Chess: Part 3
Stephen Blum · intermediate
→ Craft effective prompts for LLMs to play games→ Design prompts for AI agents to compete→ Develop strategies for AI models to win games
I Built a Real Business in 15 Minutes Using Only AI
SCALER · advanced
→ Design a prompt for AI business building→ Optimize AI prompts for ecommerce
Claude Models Explained (Sonnet, Opus & Haiku)
MMX · beginner
→ Craft effective prompts for Claude AI→ Use models to achieve specific goals
What Are Reasoning Tokens? (The Hidden LLM Cost)
KodeKloud · beginner
→ Craft effective prompts for LLMs→ Avoid unnecessary token usage
How builders at YC Startup School are using Gemini & Google AI
Google for Developers · beginner
→ Craft effective prompts for Gemini
This Free Claude Prompt Gets You Backlinks on Autopilot
Nex Gen AI · beginner hands-on
→ Create data-driven articles→ Attract backlinks→ Improve Google ranking

Read (10 articles)

📄
First Prompt Template
Dev.to · Liam Tobei · 2023-05-10
📄
LangGraph idea generation
Dev.to · Olivier · 2024-03-24
📄
15 Prompting Techniques Every Developer Should Know for Code Generation
Dev.to · nagasuresh dondapati · 2025-01-20
📄
Precision Prompting: How to Get AI to Say Exactly What You Need
Dev.to · Rijul Rajesh · 2025-03-22
📄
Smarter Prompts, Better Answers: Chain of Thought for Developers
Dev.to · Rijul Rajesh · 2025-05-06
📄
How to Write Better Prompts: A Simple 3-Part Formula
Dev.to · Rijul Rajesh · 2025-05-10