snwfdhmp/awesome-gpt-prompt-engineering

A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering.

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Established

Organizes resources across practical techniques (chain-of-thought, tree-of-thoughts, zero-shot learning) and development frameworks like LangChain and Embedchain, alongside academic papers and community prompt repositories. Covers the full spectrum from foundational LLM concepts to deployment considerations like token optimization, prompt injection vulnerabilities, and job opportunities in the emerging field. Includes specialized guides for vision models, AutoGPT agents, and ChatGPT plugins alongside generic LLM prompting resources.

1,547 stars.

No Package No Dependents
Maintenance 10 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 21 / 25

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1,547

Forks

175

Language

Python

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Last pushed

Feb 23, 2026

Commits (30d)

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