Prompt Engineering Mastery: Task Deconstruction & Boundary Definition for AI Optimization

24 days ago 高效码农

Task Deconstruction & Boundary Definition — The Evergreen Core of Prompt Engineering (English Version) TL;DR (≤100 words) The most durable, high-leverage skill in prompt engineering is task deconstruction and boundary definition: explicitly define the deliverable, provide the minimum viable context, and set clear guardrails. This three-step method turns fuzzy requests into reproducible, testable prompts and scales across teams. Use templates, automated validators (JSON Schema, word/keyword checks), and a prompt library to industrialize prompt quality and auditing. Why Task Deconstruction & Boundary Definition Matter More Than Any Single Trick As models internalize specific techniques—like chain-of-thought reasoning—those tactics become less of a …

Mastering GPT-5 Prompt Engineering: Unlocking Agentic Intelligence & Coding Prowess

1 months ago 高效码农

The Ultimate GPT-5 Prompt Engineering Guide: Unleashing Agentic Intelligence and Coding Prowess “ Evidence-based techniques from OpenAI’s technical documentation to master next-generation AI capabilities Why GPT-5 Prompt Engineering Matters OpenAI’s GPT-5 represents a quantum leap in agentic task performance, coding proficiency, and instructional precision. Unlike previous models, its true potential emerges only through scientifically crafted prompts. This guide reveals: 🚀 How to achieve 78.2% success rate on Tau-Bench Retail (vs 73.9% baseline) 💡 Why Cursor editor reduced user interruptions by 67% through prompt tuning ⚙️ The hidden API parameters that control reasoning depth and verbosity § Mastering Agentic Workflow Control …