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R0023/2026-03-25/Q001/S01/R01

The most comprehensive systematic survey of prompt engineering techniques, using PRISMA methodology across 1,565 papers.

Summary

Field Value
Title The Prompt Report: A Systematic Survey of Prompting Techniques
URL https://arxiv.org/abs/2406.06608
Date accessed 2026-03-25
Publication date 2024-06-06 (v1), 2025-02-26 (v6)
Author(s) Sander Schulhoff et al. (31 authors)
Publication arXiv preprint (cs.CL)

Selection Decision

Included in evidence base: Yes

Rationale: Foundational systematic review using PRISMA methodology. Most comprehensive survey of prompt engineering techniques published to date. Identifies 58 text-based prompting techniques categorized into six groups. Co-authored with researchers from OpenAI, Microsoft, Google, Princeton, Stanford.