How to learn Prompt Engineering? Five core techniques — be clear and specific, assign a role, few-shot examples, chain-of-thought (CoT), structured output. Master these in 1–2 weeks. In 2026, Prompt Engineer is already a high-paying role — top performers earn ¥300K–¥800K RMB annually. Many can tune a single prompt to boost their own efficiency; few can orchestrate multi-Agent collaboration to build AI systems. The gap is 5–10x.

Principle 1 — Say It Clearly

The #1 mistake? Vague requests. AI can't read your mind. The more specific you are, the less it drifts off track.

Bad prompt: "Write me an article."

Good prompt: "Write a 1,000-word Python learning roadmap for absolute beginners looking to switch careers. Include: a 3-phase, 6-month timeline, core concepts for each phase, recommended learning resources, and hands-on project suggestions. Use a conversational tone — no academic jargon."