The Art of Prompt Engineering

This paper examines the foundational principles, structural anatomy, and advanced techniques that govern the design of high-quality prompts for large language models. Topics covered include Chain-of-Thought prompting, Few-Shot learning, Role Prompting, and common failure modes with remedies.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-02
DOI
https://doi.org/10.5281/zenodo.19391492
Primary Topic
Topic Modeling
Type
article
Field-Weighted Citation Impact
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article

The Art of Prompt Engineering

Ayham AlMazyad
Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
article

The Art of Prompt Engineering

Ayham AlMazyad
article en

Abstract

This paper examines the foundational principles, structural anatomy, and advanced techniques that govern the design of high-quality prompts for large language models. Topics covered include Chain-of-Thought prompting, Few-Shot learning, Role Prompting, and common failure modes with remedies.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 4%
Topic Modeling
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The Art of Prompt Engineering — Ayham AlMazyad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS