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 110 prompt engineering guides tools tracked. 3 score above 50 (established tier). The highest-rated is promptslab/Awesome-Prompt-Engineering at 69/100 with 5,537 stars. 1 of the top 10 are actively maintained.

Get all 110 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=prompt-engineering&subcategory=prompt-engineering-guides&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	promptslab/Awesome-Prompt-Engineering This repository contains a hand-curated resources for Prompt Engineering...	69	Established	5,537	Python
2	NirDiamant/Prompt_Engineering This repository offers a comprehensive collection of tutorials and...	57	Established	7,253	Jupyter Notebook
3	langgptai/LangGPT LangGPT: Empowering everyone to become a prompt expert! 🚀 📌...	55	Established	11,744	Jupyter Notebook
4	DSXiangLi/DecryptPrompt 总结Prompt&LLM论文，开源数据&模型，AIGC应用	48	Emerging	3,366	—
5	trigaten/Learn_Prompting Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting \| Join...	48	Emerging	4,669	MDX
6	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）	47	Emerging	937	MDX
7	IBM/responsible-prompting-api Responsible Prompting is an LLM-agnostic tool that aims at dynamically...	45	Emerging	45	Jupyter Notebook
8	thinkingjimmy/Learning-Prompt Free prompt engineering online course. ChatGPT and Midjourney tutorials are...	45	Emerging	5,325	CSS
9	zacfrulloni/Prompt-Engineering-Holy-Grail setup openclaw: https://remoteopenclaw.com/	44	Emerging	668	HTML
10	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	39	Emerging	1,319	MDX
11	arorarishi/Prompt-Engineering-Jumpstart Prompt Engineering Jumpstart: The simplest beginner's guide to talking with...	39	Emerging	109	—
12	promplate/demo A simple web service with @promplate. Best practise for prompt engineering...	38	Emerging	3	Python
13	cwandev/openai-toolbox 📦️ A repository of OpenAI tools and resources to help developers more...	37	Emerging	203	Python
14	pink-doublethink/PromptAtoms A collection of atomic notes summarizing Telegram posts from the AI...	36	Emerging	32	—
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...	33	Emerging	51	—
16	DrThomasAger/smile (: SMILE! The positive prompt language for structured prompt engineering —...	32	Emerging	37	HTML
17	DATANOMIQ/prompt_engineering_guide Prompt Engineering Workshop @ AI Convention 2025 (IHK Schwaben)	32	Emerging	64	Python
18	duplixx/promptr Master the art of crafting perfect prompts for AI models! This interactive...	31	Emerging	3	TypeScript
19	Minghao-Liang/DeepSeek_Prompt_Engineering A Tutorial on learning Prompt Engineering with DeepSeek API.	29	Experimental	25	Jupyter Notebook
20	The-Swarm-Corporation/awesome-automated-prompt-engineering This repository serves as a central hub for discovering tools and services...	28	Experimental	14	—
21	xlisp/prompt-engineering-design Prompt engineering design for LLM	28	Experimental	17	Python
22	lemos999/Anti-singularity Anti-singularity prompt engineering framework and resources	28	Experimental	7	—
23	kushalprasadjoshi-content/prompt-engineering-guide A comprehensive guide to start prompt engineering. Learn how to craft...	28	Experimental	1	—
24	MiesnerJacob/learn-prompting The most comprehensive prompt engineering course available.	27	Experimental	56	Jupyter Notebook
25	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)	26	Experimental	23	Jupyter Notebook
26	kunalsuri/prompt-engineering-playbook Educational Purposes: A hands-on guide to prompt engineering with...	26	Experimental	7	Python
27	kunalsuri/prompt-engineering-templates-public Educational Purposes: a public repo of reusable Prompt templates designed to...	25	Experimental	2	Shell
28	adammoro/prompt-engineering "Prompt Engineer"	25	Experimental	5	Python
29	AyudaEnPython/Prompting Repositorio de prompts de la comunidad AyudaEnPython	25	Experimental	2	Python
30	ovas04/quadrant-dev-prompt-engineering This repository is dedicated to exploring and implementing advanced prompt...	25	Experimental	5	—
31	sehgalrishabh/Gen-AI-Prompt-Engineer-101 Beginner-to-master 2026 guide to prompt engineering with LLM fundamentals,...	24	Experimental	1	TypeScript
32	KCyrusNF/Prompting-Strategies-CodeGen-Study An empirical study of prompting strategies for code generation. This...	24	Experimental	—	Python
33	Dan-Git-source/NLP-Job-Prep-App The Git repository is a PoC that showcases the potential of GPT-3 and prompt...	24	Experimental	3	Jupyter Notebook
34	Kushagra1A/openpi 🤖 Explore open-source robotics models and packages, including advanced...	24	Experimental	2	Python
35	Prompd/prompd-docs Documentation, format spec, and guides for the Prompd ecosystem	23	Experimental	1	—
36	teal33t/prompt-engineering Persian Translation of Google Prompt Engineering Book	23	Experimental	111	HTML
37	Hazrat-Ali9/Prompt-Engineering 🤢 Prompt Engineering 🥶 the art and 🤡 science of crafting 🤓 effective prompts...	23	Experimental	46	—
38	claudiobottari/prompteng Prompt Engeneering Guide	23	Experimental	6	—
39	aidoruao/orthogonal-engineering A constraint-first methodology for extracting reliable outputs from...	22	Experimental	—	Python
40	mohiteamit/prompt-engineering-playbook Prompt engineering playbook	22	Experimental	1	Jupyter Notebook
41	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 )]	22	Experimental	101	Jupyter Notebook
42	jamditis/mooc-starter-kit Starter repo for Advanced Prompt Engineering for Journalists — a Knight...	22	Experimental	—	Shell
43	DataPhyco/Prompt-Engineering-Techniques-Hub 🔍 Explore over 25 prompt engineering techniques to enhance your AI models...	22	Experimental	—	—
44	flofuentes/Prompt-Engineering-Course 📘 Explore prompt engineering for teaching and assessment with practical...	22	Experimental	—	HTML
45	joao-antao/omschrijver Prompt engineering fundamentals	22	Experimental	—	C#
46	slashrebootofficial/research_papers This repository serves as an alternate location for all of my Zenodo...	22	Experimental	—	—
47	ElaMCB/AI-Prompt-Engineering The art of prompting	21	Experimental	2	Python
48	eon01/LLMPromptEngineeringForDevelopersFiles This repository contains the code snippets used in "LLM Prompt Engineering...	21	Experimental	12	—
49	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！	21	Experimental	8	—
50	jinno-ai/micro-instruction-engineering Systematic methodology for prompt optimization & AI reasoning	21	Experimental	—	Python
51	clouatre-labs/prompt-repetition-experiments Supplementary materials for What a Null Result Taught Us About AI Agent Evaluation	20	Experimental	1	—
52	youzhaozhao/oral-history-prompt-lab Prompt engineering experiments for oral history narrative generation,...	19	Experimental	—	Jupyter Notebook
53	deepkick/eda-prompt-engine A governance-aware, version-controlled EDA prompt engine. Treating prompts...	19	Experimental	—	—
54	sekachev/prompt-engineering Полный перевод на русский язык официального мануала Google по...	19	Experimental	—	—
55	atom-set/prompt-engin Prompt Engine...	19	Experimental	—	Python
56	BasicHtmlCoder/google-prompt-engineering-whitepaper Index version of the Google prompt engineering whitepaper (originally pdf)	19	Experimental	4	HTML
57	AdilShamim8/Prompt-Engineering A repository dedicated to mastering prompt engineering with curated guides,...	19	Experimental	7	—
58	barnett-yuxiang/prompt-engineering A comprehensive collection of prompts, strategies, and best practices for...	19	Experimental	11	Nix
59	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	19	Experimental	12	—
60	Amal-nellanhi/prompt-engineering-journal Prompt Engineering Lab Journal	19	Experimental	—	HTML
61	felipeortizh/prompt-engineering A curated library of prompts, agent blueprints, and practical notebooks that...	18	Experimental	4	Jupyter Notebook
62	voothi/20251228104300-subtitles This repository is dedicated to preparing subtitles as part of working with...	17	Experimental	2	SRecode Template
63	LucasDitchun/Prompt-Hub This repository features a rich collection of optimized prompts for AI...	17	Experimental	12	Python
64	rohanmistry231/Prompt-Engineering-Interview-Preparation A focused resource for mastering prompt engineering, featuring practice...	17	Experimental	18	—
65	bandirevanth/Prompt-Engineering Master prompt engineering with curated guides, examples, and best practices...	17	Experimental	2	—
66	abbasalirezaei/Persian-Prompt-Engineering-Guide آموزش مهندسی پرامپت (Prompt Engineering) به زبان ساده، خودمانی و کاربردی....	16	Experimental	1	—
67	DevDizzle/prompt-engineering An iterative pipeline for optimizing prompt engineering strategies to...	16	Experimental	4	Python
68	danielrosehill/Prompt-Engineering-Resources Lists of resources and tools for prompt engineering and evaluation	16	Experimental	3	Python
69	svjack/COMET-ATOMIC-En-Zh COMET-ATOMIC ja's translate demonstration in English and Chinese, A...	16	Experimental	3	—
70	jamditis/prompt-engineering-journalists Advanced prompt engineering for journalists: A 5-week MOOC moving from chat...	16	Experimental	2	HTML
71	koodfandan/prompt-coach-cn Chinese-first personal prompt design skill for Codex with hidden synthesis,...	15	Experimental	1	—
72	RATHOD-SHUBHAM/GenAI-1 Prompt engineering is a concept in AI[NLP]. Prompt engineering typically...	15	Experimental	2	Jupyter Notebook
73	KhurramDevOps/prompt_and_context_engineering Prompt & Context Engineering — Practical tutorials, templates, and best...	15	Experimental	8	—
74	AsefAfsahi/PromptVerse Your ultimate cheat sheet for becoming a prompt engineering wizard! ✨	15	Experimental	5	—
75	ShowayLiao/Engineering-Exam-AI-Tutor 🚀 A universal system prompt template to turn Gemini/ChatGPT into an expert...	15	Experimental	—	—
76	arem4n/Draprompt- 🐉 Sistema estructurado de prompting con modos especializados para...	15	Experimental	—	—
77	pedroraeli/prompt-engineering-portfolio Advanced prompt engineering techniques and real-world applications	15	Experimental	—	HTML
78	Roxana-Vargas/prompt-engineering Un conjunto de herramientas para diseñar, probar y optimizar prompts usando...	15	Experimental	—	Python
79	Cyther023/prompt_exercises 🚀 Enhance your skills with prompt engineering exercises designed to boost...	14	Experimental	—	Python
80	paulaldri/prompt-eng-interactive-tutorial 🚀 Master prompt engineering with our interactive tutorial designed for...	14	Experimental	—	PHP
81	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
82	AsharibAli/100-Days-of-Prompt-Engineering 100 days of prompt engineering \| Improve 1% Everyday	14	Experimental	1	—
83	scalable-dynamics/prompt-engineering-resources Prompt engineering is the process of structuring an instruction that can be...	13	Experimental	5	HTML
84	Jewelzufo/prompt-visualization Visual thinking in AI prompt engineering leverages visual mapping techniques...	13	Experimental	2	—
85	antonisbaro/promptimus-prime Transforming weak prompts into reasoning machines using Textual Gradients...	13	Experimental	—	Python
86	alearisteguieta/Prompt-Engineering-FinTech-FPF FinTech Prompt Engineering project (ZeTheta Internship). Uses FPF and...	13	Experimental	2	HTML
87	wj-Mcat/agent-handbook handbook for learning agent	13	Experimental	5	TypeScript
88	cis-ieee-mbu/prompt-engineering-workshop-resources This repository contains organized learning materials for a Prompt...	13	Experimental	2	—
89	msoftware/Prompt-Engineering-Guide Deutschsprachiger Prompt-Enggeneering-Guide	12	Experimental	3	—
90	DesvoSoft/El-arte-de-los-prompts Plataforma educativa para aprender sobre técnicas de prompts.	12	Experimental	1	CSS
91	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。	12	Experimental	1	—
92	Jewelzufo/Intro-Collaborative-Prompting This repository aims to explain the basics of collaborative prompting with LLMs	12	Experimental	1	—
93	mberth/ai Prompt Engineering Resource Guide	12	Experimental	3	—
94	RaffIncandenza/prompt-collection A collection of my writing prompts, prompt templates and prompt engineering guides.	11	Experimental	—	—
95	arterm-sedov/writing-samples Prompting and writing samples by Arte(r)m Sedov	11	Experimental	—	—
96	HasiniPadakandla/Prompt-Engineering-Portfolio This repository demonstrates my hands-on experience with prompt engineering...	11	Experimental	—	—
97	Rufnex/Prompt-Flow Prompt-Codex: Ein offenes Handbuch für Prompting-Techniken (Anfänger →...	11	Experimental	—	—
98	tyson-swetnam/geri-neon-ecs July 23rd, 2025 GERI-NEON Early Career Scholars Workshop	11	Experimental	—	—
99	Sankco/top-grade-study-prompt-package Top-grade study prompt package focused on maximal score efficiency....	11	Experimental	—	—
100	datechdad/ILL-Protocol-v1 For hiring managers: This repo showcases prompt engineering + system design....	11	Experimental	—	—
101	chlab/lunch-wankdorf What's for lunch at Wankdorf?	11	Experimental	—	Go
102	softwaredevelop/prompt-engineering This is a repository for the prompt-engineering projects.	11	Experimental	—	Go
103	raquelmangual/RaquelTechie This repo holds all the code shared at https://raqueltechie.com/blog/ for...	11	Experimental	—	JavaScript
104	thc1006/ai-prompting-guide An open-source guide to mastering prompt engineering for generative AI. From...	11	Experimental	—	JavaScript
105	elifarslancelik/ERIC AI Prompt Engineer	11	Experimental	—	Python
106	umaraihub/Prompt-Engineering A structured deep-dive into Prompt Engineering — covering core principles,...	11	Experimental	—	—
107	marinaramalhete/prompt-engineering Practical prompt engineering techniques and patterns for building...	11	Experimental	—	Jupyter Notebook
108	economist-bd/Poetic-Visions যেখানে শব্দ এবং ছবি শিল্প তৈরি করে।	11	Experimental	—	HTML
109	SOLUNTECH/prompt-engineering This repository contains guides for prompt engineering.	11	Experimental	—	—
110	aiworkspace/scoop Scoop - Prompt templates are similar to drawing scoops with a gourd	10	Experimental	1	—

Comparisons in this category

LangGPT and Learn_Prompting (55 vs 48) LangGPT and DecryptPrompt (55 vs 48) Awesome-Prompt-Engineering and Prompt_Engineering (69 vs 57) LangGPT and Prompt-Engineering-Guide-zh-CN (55 vs 47) Prompt_Engineering and Learn_Prompting (57 vs 48) Awesome-Prompt-Engineering and Learn_Prompting (69 vs 48) Prompt_Engineering and Prompt-Engineering-Guide-zh-CN (57 vs 47) Prompt_Engineering and Prompt-Engineering-Jumpstart (57 vs 39) Prompt_Engineering and prompt_engineering_guide (57 vs 32) Prompt_Engineering and prompt-engineering (57 vs 33)