The Prompt Report: A Systematic Survey of Prompt Engineering Techniques
A broad research taxonomy for comparing prompting techniques and finding their sources.
The paper organizes a large body of prompting research into a shared vocabulary. It is most useful as a research map, not as evidence that every listed technique will improve a particular application.
- Level
- Advanced
- Models
- any
- Category
- Prompting
- Tags
- survey, research
- Source date
- 2024-06-06
- Added
- 2026-10-18
- Last verified
- 2026-10-18
- Status
- ok
- Prerequisites
- Requires implementation experience or critical reading of technical methods and system trade-offs.
- Subcategory
- prompting fundamentals
- Region
- West
- Original language
- en
- Access
- free
- Resource reuse
- open: Source states by/4.0. Applies to the linked resource, not every referenced model or dataset. Facet definitions
Summary in our own words. Rights remain with the original creator. Credit and correction policy.