Prompt Engineering Guides Prompt Engineering Tools

Educational resources, tutorials, and handbooks teaching prompt engineering principles, techniques, and best practices. Does NOT include tools for building/deploying prompts, prompt management platforms, or domain-specific applications.

There are 138 prompt engineering guides tools tracked. 7 score above 50 (established tier). The highest-rated is promptslab/Awesome-Prompt-Engineering at 66/100 with 5,537 stars. 3 of the top 10 are actively maintained.

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#	Tool	Score	Tier	Stars	Language
1	promptslab/Awesome-Prompt-Engineering This repository contains a hand-curated resources for Prompt Engineering...	66	Established	5,537	Python
2	NirDiamant/Prompt_Engineering This repository offers a comprehensive collection of tutorials and...	64	Established	7,253	Jupyter Notebook
3	langgptai/LangGPT LangGPT: Empowering everyone to become a prompt expert! 🚀 📌...	55	Established	11,744	Jupyter Notebook
4	yunwei37/Prompt-Engineering-Guide-zh-CN 🐙 关于提示词工程（prompt）的指南、论文、讲座、笔记本和资源大全（自动持续更新）	54	Established	937	MDX
5	IBM/responsible-prompting-api Responsible Prompting is an LLM-agnostic tool that aims at dynamically...	52	Established	45	Jupyter Notebook
6	zacfrulloni/Prompt-Engineering-Holy-Grail setup openclaw: https://remoteopenclaw.com/	51	Established	668	HTML
7	DSXiangLi/DecryptPrompt 总结Prompt&LLM论文，开源数据&模型，AIGC应用	51	Established	3,366	—
8	trigaten/Learn_Prompting Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting \| Join...	48	Emerging	4,669	MDX
9	wangxuqi/Prompt-Engineering-Guide-Chinese Prompt工程师指南，源自英文版，但增加了AIGC的prompt部分，为了降低同学们的学习门槛，翻译更新	46	Emerging	1,319	MDX
10	thinkingjimmy/Learning-Prompt Free prompt engineering online course. ChatGPT and Midjourney tutorials are...	45	Emerging	5,325	CSS
11	cwandev/openai-toolbox 📦️ A repository of OpenAI tools and resources to help developers more...	44	Emerging	203	Python
12	arorarishi/Prompt-Engineering-Jumpstart Prompt Engineering Jumpstart: The simplest beginner's guide to talking with...	43	Emerging	109	—
13	promplate/demo A simple web service with @promplate. Best practise for prompt engineering...	42	Emerging	3	Python
14	DATANOMIQ/prompt_engineering_guide Prompt Engineering Workshop @ AI Convention 2025 (IHK Schwaben)	39	Emerging	64	Python
15	1Haschwalth/prompt-engineering 自撰作品《AI精准操作手册：从Prompt工程到认知导航》（AI Precision Operations Manual: From Prompt...	39	Emerging	51	—
16	pink-doublethink/PromptAtoms A collection of atomic notes summarizing Telegram posts from the AI...	39	Emerging	32	—
17	DrThomasAger/smile (: SMILE! The positive prompt language for structured prompt engineering —...	38	Emerging	37	HTML
18	Minghao-Liang/DeepSeek_Prompt_Engineering A Tutorial on learning Prompt Engineering with DeepSeek API.	36	Emerging	25	Jupyter Notebook
19	kushalprasadjoshi-content/prompt-engineering-guide A comprehensive guide to start prompt engineering. Learn how to craft...	35	Emerging	1	—
20	The-Swarm-Corporation/awesome-automated-prompt-engineering This repository serves as a central hub for discovering tools and services...	35	Emerging	14	—
21	xlisp/prompt-engineering-design Prompt engineering design for LLM	35	Emerging	17	Python
22	duplixx/promptr Master the art of crafting perfect prompts for AI models! This interactive...	34	Emerging	3	TypeScript
23	MiesnerJacob/learn-prompting The most comprehensive prompt engineering course available.	34	Emerging	56	Jupyter Notebook
24	sou350121/Prompt-engineering-All-you-need-Cn 提示工程 Prompt-Engineering 的入门、进阶和最近技术文章翻译汇总。(*每三天更)	33	Emerging	23	Jupyter Notebook
25	ovas04/quadrant-dev-prompt-engineering This repository is dedicated to exploring and implementing advanced prompt...	32	Emerging	5	—
26	AyudaEnPython/Prompting Repositorio de prompts de la comunidad AyudaEnPython	32	Emerging	2	Python
27	adammoro/prompt-engineering "Prompt Engineer"	32	Emerging	5	Python
28	Dan-Git-source/NLP-Job-Prep-App The Git repository is a PoC that showcases the potential of GPT-3 and prompt...	31	Emerging	3	Jupyter Notebook
29	lemos999/Anti-singularity Anti-singularity prompt engineering framework and resources	30	Emerging	7	—
30	teal33t/prompt-engineering Persian Translation of Google Prompt Engineering Book	30	Emerging	111	HTML
31	claudiobottari/prompteng Prompt Engeneering Guide	30	Emerging	6	—
32	Hazrat-Ali9/Prompt-Engineering 🤢 Prompt Engineering 🥶 the art and 🤡 science of crafting 🤓 effective prompts...	29	Experimental	46	—
33	ConnectAI-E/Prompt-Engineering-Tutior 🎡 Pompt 提示词工程师入门指南 ~视频字幕+代码资料 [( Python、Golang、NodeJs ) x ( 中文、英文 )]	29	Experimental	101	Jupyter Notebook
34	mohiteamit/prompt-engineering-playbook Prompt engineering playbook	29	Experimental	1	Jupyter Notebook
35	eon01/LLMPromptEngineeringForDevelopersFiles This repository contains the code snippets used in "LLM Prompt Engineering...	28	Experimental	12	—
36	wzy6642/Chinese-Prompt-Engineering-Guide 调研 Prompt Engineering 最新研究成果！我们为即将入门或深入学习 Prompt Engineering 的小伙伴们准备了一份超级实用的帮助文档！	28	Experimental	8	—
37	kunalsuri/prompt-engineering-templates-public Educational Purposes: a public repo of reusable Prompt templates designed to...	27	Experimental	2	Shell
38	Kushagra1A/openpi 🤖 Explore open-source robotics models and packages, including advanced...	27	Experimental	2	Python
39	sehgalrishabh/Gen-AI-Prompt-Engineer-101 Beginner-to-master 2026 guide to prompt engineering with LLM fundamentals,...	26	Experimental	1	TypeScript
40	AdilShamim8/Prompt-Engineering A repository dedicated to mastering prompt engineering with curated guides,...	26	Experimental	7	—
41	Prompd/prompd-docs Documentation, format spec, and guides for the Prompd ecosystem	26	Experimental	1	—
42	kunalsuri/prompt-engineering-playbook Educational Purposes: A hands-on guide to prompt engineering with...	25	Experimental	7	Python
43	08820048/-LLM-Prompt-Engineering-Google 最近很火的谷歌官方大语言模型提示工程白皮书,中文翻译版	25	Experimental	12	—
44	BasicHtmlCoder/google-prompt-engineering-whitepaper Index version of the Google prompt engineering whitepaper (originally pdf)	25	Experimental	4	HTML
45	ElaMCB/AI-Prompt-Engineering The art of prompting	25	Experimental	2	Python
46	LucasDitchun/Prompt-Hub This repository features a rich collection of optimized prompts for AI...	24	Experimental	12	Python
47	felipeortizh/prompt-engineering A curated library of prompts, agent blueprints, and practical notebooks that...	24	Experimental	4	Jupyter Notebook
48	barnett-yuxiang/prompt-engineering A comprehensive collection of prompts, strategies, and best practices for...	23	Experimental	11	Nix
49	DevDizzle/prompt-engineering An iterative pipeline for optimizing prompt engineering strategies to...	23	Experimental	4	Python
50	svjack/COMET-ATOMIC-En-Zh COMET-ATOMIC ja's translate demonstration in English and Chinese, A...	23	Experimental	3	—
51	jinno-ai/micro-instruction-engineering Systematic methodology for prompt optimization & AI reasoning	23	Experimental	—	Python
52	danielrosehill/Prompt-Engineering-Resources Lists of resources and tools for prompt engineering and evaluation	23	Experimental	3	Python
53	rohanmistry231/Prompt-Engineering-Interview-Preparation A focused resource for mastering prompt engineering, featuring practice...	23	Experimental	18	—
54	KCyrusNF/Prompting-Strategies-CodeGen-Study An empirical study of prompting strategies for code generation. This...	23	Experimental	—	Python
55	bandirevanth/Prompt-Engineering Master prompt engineering with curated guides, examples, and best practices...	23	Experimental	2	—
56	clouatre-labs/prompt-repetition-experiments Supplementary materials for What a Null Result Taught Us About AI Agent Evaluation	22	Experimental	1	—
57	RATHOD-SHUBHAM/GenAI-1 Prompt engineering is a concept in AI[NLP]. Prompt engineering typically...	22	Experimental	2	Jupyter Notebook
58	slashrebootofficial/research_papers This repository serves as an alternate location for all of my Zenodo...	21	Experimental	—	—
59	AsharibAli/100-Days-of-Prompt-Engineering 100 days of prompt engineering \| Improve 1% Everyday	21	Experimental	1	—
60	Amal-nellanhi/prompt-engineering-journal Prompt Engineering Lab Journal	21	Experimental	—	HTML
61	joao-antao/omschrijver Prompt engineering fundamentals	21	Experimental	—	C#
62	youzhaozhao/oral-history-prompt-lab Prompt engineering experiments for oral history narrative generation,...	21	Experimental	—	Jupyter Notebook
63	aidoruao/orthogonal-engineering A constraint-first methodology for extracting reliable outputs from...	21	Experimental	—	Python
64	deepkick/eda-prompt-engine A governance-aware, version-controlled EDA prompt engine. Treating prompts...	21	Experimental	—	—
65	jamditis/mooc-starter-kit Starter repo for Advanced Prompt Engineering for Journalists — a Knight...	21	Experimental	—	Shell
66	atom-set/prompt-engin Prompt Engine...	21	Experimental	—	Python
67	AsefAfsahi/PromptVerse Your ultimate cheat sheet for becoming a prompt engineering wizard! ✨	21	Experimental	5	—
68	flofuentes/Prompt-Engineering-Course 📘 Explore prompt engineering for teaching and assessment with practical...	21	Experimental	—	HTML
69	KhurramDevOps/prompt_and_context_engineering Prompt & Context Engineering — Practical tutorials, templates, and best...	21	Experimental	8	—
70	DataPhyco/Prompt-Engineering-Techniques-Hub 🔍 Explore over 25 prompt engineering techniques to enhance your AI models...	21	Experimental	—	—
71	wj-Mcat/agent-handbook handbook for learning agent	20	Experimental	5	TypeScript
72	abbasalirezaei/Persian-Prompt-Engineering-Guide آموزش مهندسی پرامپت (Prompt Engineering) به زبان ساده، خودمانی و کاربردی....	20	Experimental	1	—
73	scalable-dynamics/prompt-engineering-resources Prompt engineering is the process of structuring an instruction that can be...	20	Experimental	5	HTML
74	Jewelzufo/prompt-visualization Visual thinking in AI prompt engineering leverages visual mapping techniques...	20	Experimental	2	—
75	Jewelzufo/Intro-Collaborative-Prompting This repository aims to explain the basics of collaborative prompting with LLMs	19	Experimental	1	—
76	mberth/ai Prompt Engineering Resource Guide	19	Experimental	3	—
77	msoftware/Prompt-Engineering-Guide Deutschsprachiger Prompt-Enggeneering-Guide	19	Experimental	3	—
78	alearisteguieta/Prompt-Engineering-FinTech-FPF FinTech Prompt Engineering project (ZeTheta Internship). Uses FPF and...	19	Experimental	2	HTML
79	DesvoSoft/El-arte-de-los-prompts Plataforma educativa para aprender sobre técnicas de prompts.	18	Experimental	1	CSS
80	arem4n/Draprompt- 🐉 Sistema estructurado de prompting con modos especializados para...	17	Experimental	—	—
81	Roxana-Vargas/prompt-engineering Un conjunto de herramientas para diseñar, probar y optimizar prompts usando...	17	Experimental	—	Python
82	pedroraeli/prompt-engineering-portfolio Advanced prompt engineering techniques and real-world applications	17	Experimental	—	HTML
83	sekachev/prompt-engineering Полный перевод на русский язык официального мануала Google по...	17	Experimental	—	—
84	aiworkspace/scoop Scoop - Prompt templates are similar to drawing scoops with a gourd	17	Experimental	1	—
85	jamditis/prompt-engineering-journalists Advanced prompt engineering for journalists: A 5-week MOOC moving from chat...	17	Experimental	2	HTML
86	ShowayLiao/Engineering-Exam-AI-Tutor 🚀 A universal system prompt template to turn Gemini/ChatGPT into an expert...	17	Experimental	—	—
87	smkdev-id/labs SMKDEV selalu ngoprek dengan berbagai teknologi yang sejalan dengan industri!	16	Experimental	2	Go
88	wukaipeng-dev/prompt-engineering-guide 专门面向中文的提示词工程指南	16	Experimental	15	TypeScript
89	cis-ieee-mbu/prompt-engineering-workshop-resources This repository contains organized learning materials for a Prompt...	15	Experimental	2	—
90	antonisbaro/promptimus-prime Transforming weak prompts into reasoning machines using Textual Gradients...	15	Experimental	—	Python
91	koodfandan/prompt-coach-cn Chinese-first personal prompt design skill for Codex with hidden synthesis,...	14	Experimental	1	—
92	ScienceChatLab/AI-Scientist 分享《让科研像聊天一样简单》系列报告，包含各类主题的AI应用手册。	14	Experimental	1	—
93	Mohamed-Hassan-81429315/tool_for_guide_beginners_in_tech_industry This repo has the resources of a project that I have developed using prompt...	14	Experimental	—	Shell
94	PromptMixerDev/prompt-mixer-releases Releases of Prompt Mixer	13	Experimental	9	—
95	Cyther023/prompt_exercises 🚀 Enhance your skills with prompt engineering exercises designed to boost...	13	Experimental	—	Python
96	thc1006/ai-prompting-guide An open-source guide to mastering prompt engineering for generative AI. From...	13	Experimental	—	JavaScript
97	raquelmangual/RaquelTechie This repo holds all the code shared at https://raqueltechie.com/blog/ for...	13	Experimental	—	JavaScript
98	softwaredevelop/prompt-engineering This is a repository for the prompt-engineering projects.	13	Experimental	—	Go
99	datechdad/ILL-Protocol-v1 For hiring managers: This repo showcases prompt engineering + system design....	13	Experimental	—	—
100	Sankco/top-grade-study-prompt-package Top-grade study prompt package focused on maximal score efficiency....	13	Experimental	—	—
101	tyson-swetnam/geri-neon-ecs July 23rd, 2025 GERI-NEON Early Career Scholars Workshop	13	Experimental	—	—
102	AI-Prompt-Engineering-Wiki/ai-prompt-tutorial 我最近在系统的学习提示工程，总结了一下笔记，也写一个“AI...	13	Experimental	9	—
103	paulaldri/prompt-eng-interactive-tutorial 🚀 Master prompt engineering with our interactive tutorial designed for...	13	Experimental	—	PHP
104	HasiniPadakandla/Prompt-Engineering-Portfolio This repository demonstrates my hands-on experience with prompt engineering...	13	Experimental	—	—
105	marinaramalhete/prompt-engineering Practical prompt engineering techniques and patterns for building...	13	Experimental	—	Jupyter Notebook
106	Rufnex/Prompt-Flow Prompt-Codex: Ein offenes Handbuch für Prompting-Techniken (Anfänger →...	13	Experimental	—	—
107	umaraihub/Prompt-Engineering A structured deep-dive into Prompt Engineering — covering core principles,...	13	Experimental	—	—
108	economist-bd/Poetic-Visions যেখানে শব্দ এবং ছবি শিল্প তৈরি করে।	13	Experimental	—	HTML
109	arterm-sedov/writing-samples Prompting and writing samples by Arte(r)m Sedov	13	Experimental	—	—
110	SOLUNTECH/prompt-engineering This repository contains guides for prompt engineering.	13	Experimental	—	—
111	chlab/lunch-wankdorf What's for lunch at Wankdorf?	13	Experimental	—	Go
112	elifarslancelik/ERIC AI Prompt Engineer	13	Experimental	—	Python
113	RaffIncandenza/prompt-collection A collection of my writing prompts, prompt templates and prompt engineering guides.	13	Experimental	—	—
114	laurenstigliano/Professional-Lesson-Plan-Video-Based-01 An edtech project exploring how prompt engineering can support language...	12	Experimental	1	—
115	isaccanedo/prompt-eng-interactive-tutorial :fire: Anthropic's Interactive Prompt Engineering Tutorial	12	Experimental	3	Jupyter Notebook
116	albertgilopez/prompt-engineering Descubre como mejorar los modelos de lenguaje con técnicas de prompt...	12	Experimental	5	Jupyter Notebook
117	strongSoda/prompt-sculpting You Don't Need Prompt Engineering Anymore: The Prompting Inversion	12	Experimental	1	Python
118	RaaghaviNithiyanandan/Prompting-Handbook In this repo, you will find a prompting handbook for validating a telcom...	11	Experimental	—	—
119	AI-ML-Dev/prompt-me Exploring Generative AI, LLM, OpenAI models and Prompt Engineering - a...	11	Experimental	—	JavaScript
120	edoardoavenia/deep-solver A methodical AI partner that breaks down complex problems step by step,...	11	Experimental	—	—
121	MRYingLEE/Prompt-Engineering-POC-in-Jupyterlab Prompt Engineering POC in Jupyterlab	11	Experimental	—	JavaScript
122	edoardoavenia/stem-solver Effortlessly master homework and exams with STEM Solver. Offering concise,...	11	Experimental	—	—
123	alexfdez1010/talk-prompt-engineering-2 Code and slides for the talk about prompt engineering for TechCaceres the 24...	11	Experimental	—	Jupyter Notebook
124	akash-coded/placement-training-performance This repository serves as a centralized platform for managing and tracking...	11	Experimental	—	—
125	EngineerTunerNorway/Prompt-Engineer PromptEngineer	11	Experimental	1	Python
126	andreasnaoum/prompt-engineering-developers A collection of effective prompts to get better results from AI models, with...	11	Experimental	—	—
127	danielrosehill/AI-Dev-Prompts-Example Examples of AI prompts for code generation (Python GUI) and some notes on...	11	Experimental	4	Python
128	M4P4K4/REPromptEngineering Repository for code regarding my bachelor thesis that researched the...	11	Experimental	4	Python
129	delano/delano.github.com I'm ❤️ building healthy, high-performing teams.	11	Experimental	4	HTML
130	johnsonhk88/prompt-engineering-example-template Collect Prompt Engineering example and template	11	Experimental	—	Jupyter Notebook
131	Stream29/YmlPrompt 中文xYamlx提示词，擦出不一样的火花	11	Experimental	—	—
132	lathashree01/prompt-engineering-guides Curated prompt engineering guides for LLMs	11	Experimental	3	—
133	zeeshanhanif/openai-responses-api Repository to Learn OpenAI's new Responses API	11	Experimental	4	Jupyter Notebook
134	etsryn/OpenAI-GPTs OpenAI-GPTs – A repository dedicated to exploring and experimenting with...	11	Experimental	—	—
135	Samarth4023/OpenAI-API 🚀 Open-API 🚀 Welcome to the Prompt Engineering repository! This repository...	10	Experimental	2	Jupyter Notebook
136	thecodemancer/prompt-engineering Prompt Engineering tips & tricks	10	Experimental	2	Jupyter Notebook
137	Riddhish97/PromptResources This repository will contain all resources related to Prompt Engineering.	10	Experimental	2	—
138	Sumonta056/Prompt-Mastery-Notebook A guide to writing effective AI prompts for better results	10	Experimental	1	—

Comparisons in this category

LangGPT and Learn_Prompting (55 vs 48) LangGPT and DecryptPrompt (55 vs 51) Awesome-Prompt-Engineering and Prompt_Engineering (66 vs 64) LangGPT and Prompt-Engineering-Guide-zh-CN (55 vs 54) Prompt_Engineering and Learn_Prompting (64 vs 48) Awesome-Prompt-Engineering and Learn_Prompting (66 vs 48) Prompt_Engineering and Prompt-Engineering-Guide-zh-CN (64 vs 54) DecryptPrompt and Learn_Prompting (51 vs 48) Prompt_Engineering and Prompt-Engineering-Jumpstart (64 vs 43) Prompt_Engineering and prompt_engineering_guide (64 vs 39)