Prompt Engineering Resources LLM Tools

Collections, libraries, and tutorials of curated AI prompts organized by use case or domain, plus tools for testing and optimizing prompts. Does NOT include general LLM SDKs, chatbot applications, or courses about building systems with APIs.

There are 179 prompt engineering resources tools tracked. The highest-rated is Dicklesworthstone/source_to_prompt_tui at 40/100 with 16 stars.

Get all 179 projects as JSON

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# Tool Score Tier
1 Dicklesworthstone/source_to_prompt_tui

TUI for combining source code files into LLM-ready prompts: tree explorer,...

40
Emerging
2 swaymm7/Open-Source-Prompt-Library

Here is where I store all my useful prompts

38
Emerging
3 krishna-build/marketing-prompts

🎯 500+ curated marketing prompts, swipe files & hooks for coaches, creators...

37
Emerging
4 rafalzawadzki/spellbook-forge

✨ Make your LLM prompts executable and version controlled. ✨

37
Emerging
5 aakashg/pm-prompt-library

5 battle-tested AI prompts for product managers. Free sample from the full...

37
Emerging
6 DNE-Digital/dolores

Dolores is a Python library designed to improve the developer experience...

37
Emerging
7 grouzen/reprompt

Reprompt - Simple desktop GUI application to avoid writing the same prompts...

36
Emerging
8 SoraFlows/SoraFlows

The most powerful and modular Sora WebUI, api and backend with OpenAI's Sora...

36
Emerging
9 yokoffing/ChatGPT-Prompts

ChatGPT and Bing AI prompt curation

36
Emerging
10 TannyBlaze/structured-prompt-builder

🛠️ Build AI prompts easily with a clean tool featuring live previews, local...

36
Emerging
11 AIPMAndy/mbti-ai-prompts

🧠 MBTI × AI 内容创作提示词系统 | 16种人格深度文案生成 | 开箱即用

35
Emerging
12 bsc7080gbc/genai_prompt_myshelf

MyShelf is an experiment to create a GenAI utility to track reminders,...

34
Emerging
13 kirklin/promptitude

Promptitude is a formatted JSON prompt library containing various themes and...

34
Emerging
14 jamesmcroft/everyday-prompts

A collection of prompts for AI tools (ChatGPT, Microsoft Copilot, etc.) to...

33
Emerging
15 FortaTech/prompts-for-health

Helpful prompts to transform the way healthcare professionals use generative...

33
Emerging
16 respawningcode/OpenAi-Sora

🎥 Create, edit, and share text or video content effortlessly with SoraFlows,...

32
Emerging
17 KidsXH/vispilot

Leveraging Multimodal Prompt for Visualization Authoring with LLMs

32
Emerging
18 nerdyrodent/YourChoice

Dyadic Framework

32
Emerging
19 dwarvesf/prompt-for-dev

A collection of prompts is used to boost software development.

30
Emerging
20 diligentlyai/freewayai

Freeway is meant to provide a simple, flexible, extensible and lightweight...

28
Experimental
21 ua-data7/introllms

Prompt Engineering Workshop

27
Experimental
22 hollobit/ResearchChatGPT

50 use cases of ChatGPT for research work

27
Experimental
23 mrbardia72/token-efficient-prompt

Token-efficient prompt template for AI code generation. Eliminates...

27
Experimental
24 paradite/send-prompt

A TypeScript library for interacting with models across providers with...

27
Experimental
25 Jitera-Labs/prompt_mixer.exe

A joystick to steer the LLM

26
Experimental
26 trypromptly/docs

Documentation for Promptly platform

26
Experimental
27 virendracarpenter/prompt-gallery

A modern, responsive web application for discovering and sharing AI prompts....

26
Experimental
28 pinkiesky/tprompter

a developer-friendly CLI-first tool that streamlines interactions with AI...

26
Experimental
29 ifsheldon/transprompt

Prompt-centric framework for developing LLM applications in Rust

25
Experimental
30 Lokad/prompting

Simple kernels for LLMs, C#/.NET library

25
Experimental
31 jaredkirby/PromptPilot

PromptPilot refines ChatGPT prompts using GPT-4 and prompt engineering techniques.

25
Experimental
32 amer-5/Awesome-AI-Prompts

🚀 A curated collection of powerful AI prompts for productivity, coding,...

25
Experimental
33 LazaUK/DeepLearningAI-ChatGPT-BuildingSystems

Practical Jupyter notebooks from Andrew Ng and Isa Fulford's "Building...

25
Experimental
34 mingchen666/Prompt-Hub

collect high-quality LLM prompts收集优质的ai提示词prompt

25
Experimental
35 Midex005/PromptHub

🛠️ Manage AI prompts effectively with PromptHub, your open-source tool for...

25
Experimental
36 dermatologist/medpromptjs

MedpromptJS: Base classes for easy GenAI app development and reference...

24
Experimental
37 sunduq-ai/rich-prompt

A Rust CLI tool that transforms your project files into perfectly formatted...

24
Experimental
38 sean-sinclair/promptfoo-secure-code-evals

Researching effectiveness of priming an LLM with security considerations...

24
Experimental
39 PromptAI/promptdialog

PromptAI Document for English

24
Experimental
40 DISTinTheHouse/plant-ia

Plant-IA es una librería en español para estructurar prompts dinámicos de...

24
Experimental
41 shearpaladin/chatgpt-prompt-engineering

ChatGPT Prompt Engineering for Developers Course by DeepLearning AI

24
Experimental
42 reedemus/dlai_chatgpt

Jupyter notebooks for the short course "ChatGPT prompt engineering"

23
Experimental
43 thecoolman87/IntelliJ-AI-Prompt-Generator

🛠️ Build context-rich AI prompts in IntelliJ IDEA, easily incorporating your...

23
Experimental
44 harshitanathani2709/ai-prompt-ppt

🛠️ Generate AI framework prompts effortlessly with `ai-prompt-ppt`, using 20...

23
Experimental
45 silasfelinus/kind_robots

Modular NLP Promptbots using Vue 3.2, Nuxt 3, Prisma, and Nuxt Content

23
Experimental
46 aminblm/promptbroker-boilerplate

A marketplace to sell your AI Prompts

23
Experimental
47 jeetch/gpt-prompts-project

Open GPT Prompts Library

23
Experimental
48 aminblm/awesome-chatgpt-suggestions

List of prompts for chatGPT for various assistances with tasks.

23
Experimental
49 andrey06mi/context-buddy

🎨 Build effective AI prompts effortlessly with Context Buddy's visual...

23
Experimental
50 datadave22/PromptDescent

Production implementation of OPRO (Wei et al., 2023) — gradient-free prompt...

23
Experimental
51 ghosterre/staycurious

🌍 Explore learning through conversation by discovering and sharing impactful...

23
Experimental
52 agkozak/llm-prompts

Proofreading and editing prompts for ChatGPT, Copilot, Gemini, etc.

23
Experimental
53 s-andthat/palantir-ai-fde-library

A community prompt and agent architecture library for Palantir's AI FDE.

23
Experimental
54 junjie-xyz/CodePrompt

Generate GPT prompts with your code files.

22
Experimental
55 PromptKit-ai/promptkit

Interactive widgets for AI prompts. Stop describing, start dropping. 47...

22
Experimental
56 LubyRuffy/promptdumper

LLM 提示词抓包工具,支持本地 Ollama 与 LM Studio 等模型对话的请求响应的解析和高亮显示。

22
Experimental
57 swcstudiospace/supercompute

Knowledge Engineering is the most advanced Prompt Engineering strategy for...

22
Experimental
58 LakshmiSravyaVedantham/prompt-rs

Type-safe LLM prompt templates for Rust — catch prompt bugs at compile time

22
Experimental
59 Jitendra-kr-d/prompt-engineering-toolkit

🧠 Enhance your AI prompts with proven techniques like Chain-of-Thought and...

22
Experimental
60 MehdiLotfian/PromptSplit

Official implementation of PromptSplit: kernel-based framework to detect...

22
Experimental
61 saedeht/language-understanding-chatgpt

repo for "An Adapted Few-Shot Prompting Technique Using ChatGPT to Advance...

22
Experimental
62 abosouff/best-prompts

Provide high-quality, ready-to-use prompts tailored for various AI models...

22
Experimental
63 hussainpvt-ctrl/llm-prompt-engineering

⚙️ Explore prompt engineering and security testing for Large Language Models...

22
Experimental
64 alexrett/prompt-builder

Free native macOS app for assembling large LLM context prompts from...

22
Experimental
65 d7wem/utm-ai-skills

Free AI prompts that turn ChatGPT, Claude Code, Cursor, or any AI into a UTM...

22
Experimental
66 Wasfi123/prompt-schema

📝 Convert Zod schemas into clear AI prompts in Markdown for structured...

22
Experimental
67 idkidk02020202/claude-opus-4.6-prompt-optimizer

🛠️ Optimize any raw prompt into a best-practice, production-ready prompt for...

22
Experimental
68 1toe/Code2Wiki

Prompt templates for generating Wikipedia-style Wiki pages, README files,...

22
Experimental
69 Justicution/awesome-cli-agent-prompts

Show and share complete CLI AI agent blueprints that define full runtime...

22
Experimental
70 IOriens/CodePrompt

Generate GPT prompts with your code files.

22
Experimental
71 yukinagae/genkitx-promptfoo

Community Plugin for Genkit to use Promptfoo

22
Experimental
72 bijiiinsam/dev-prompts

🔍 Discover AI prompts tailored for developers to enhance debugging,...

22
Experimental
73 Qiamast/ChatGPT-Awesome-Prompts

A collection of creative prompts for the GPT-3 model on GitHub to help...

22
Experimental
74 Hand-On-Web-Ltd/prompt-library

Tested AI prompts for business use — customer service, sales, content,...

22
Experimental
75 ilkerarabaci/prompt-guidance-suite

Reusable ChatGPT skills for structured conversations, research, coding,...

22
Experimental
76 th3bonii/GROVE-Opti-Prompt

🌟 OpenCode plugin for intelligent prompt optimization with diff preview....

22
Experimental
77 aralde/pureprompts

a curated community gallery designed to help you extract the absolute best...

22
Experimental
78 EmbraceAGI/Awesome-Open-Sora

OpenAI Sora model resources

21
Experimental
79 icai/ai-prompt-testing

ai prompt for website testing

21
Experimental
80 simonas-dev/please

An Ollama wrapper for running AI prompt templates with short aliases.

21
Experimental
81 Tanuki/tanuki.ts

Prompt engineering for developers

21
Experimental
82 Sven-Bo/ChatGPT_CodeInterpreter_Sample_Prompts_DataAnylsis

Interactive Data Analysis: A collection of intuitive prompts for data...

21
Experimental
83 sgrowe/aider-script

Create & run reusable LLM prompt templates to speed up repetitive tasks

21
Experimental
84 sanand0/prompts

My collection of LLM prompts

21
Experimental
85 mondiherri/examination_prompts

List of GenAI prompt templates and prompts for examination according to the...

21
Experimental
86 NeuralBlitz/Emergent-Prompt-Architecture

Emergent Prompt Architecture (EPA) is a foundational protocol within...

20
Experimental
87 tdwebservices-official/chatgpt

Collection of Awesome ChatGPT Prompts

20
Experimental
88 harish-garg/ai-prompts-for-prediction-markets

This repository stores my AI prompts for analyzing Prediction markets on...

20
Experimental
89 Forward-Operators/prr

prr - command-line LLM prompt runner

20
Experimental
90 aplaceforallmystuff/metric-mandate-chatgpt

ChatGPT prompt that forces measurable success criteria for AI projects

19
Experimental
91 tarek453/ultimate-ai-prompts

The Ultimate Developer's AI Cheat Sheet: Battle-tested prompts for ChatGPT,...

19
Experimental
92 XXXDoriXXX/RepoToPrompt

Turns your local codebase into a secure, token-optimized context prompt for...

19
Experimental
93 vivek-suriyamoorthy/staycurious

A community-driven collection of learning question paths extracted from real...

19
Experimental
94 jeremiantonius/awesome-ai-research-writing

📝 Enhance your academic writing with tailored AI prompt templates and...

18
Experimental
95 hunterunger/prompt-chef-public

Prompt Chef public data

17
Experimental
96 wqhadija/online-marketer-chatgpt-prompts

A skilled online business marketer utilizing ChatGPT technology to engage...

17
Experimental
97 praj2408/Prompting-for-Data-Science

Data Science Prompts

17
Experimental
98 mlanza/ai-literacy

Moving Beyond the Prompt

17
Experimental
99 BunyaminYavuz/AIPromptChat

A Flask-based AI chat application that allows users to interact with an AI...

17
Experimental
100 memokey/openai-prompt-chat

It's a platform where users can trade their prompt and get help from GPT-4.

16
Experimental
101 isumitsoni/ai-pm-interview-kit

Interview prep for AI PM roles — practice prompts, scoring rubrics, 20 real...

16
Experimental
102 dhinesh7-cit/PromptSmith

PromptSmith is a smart prompt-generation tool powered by Gemini AI. It helps...

16
Experimental
103 danielrosehill/Prompt-And-Output-System-Prompt

System prompt for directing an AI agent to begin every output with a sumary...

16
Experimental
104 promplate/site

documentation for @promplate

16
Experimental
105 awesomelistsio/awesome-chatgpt-prompts

A curated list of high-quality ChatGPT prompts for productivity, creativity,...

16
Experimental
106 jamesships/ai-prompt-library

Structured AI prompts for developer tasks - code review, debugging, testing,...

15
Experimental
107 meetshamir/ai-pm-toolkit

A collection of AI prompts and agents for Product Managers from content...

15
Experimental
108 javianng/Promptly

Promptly is a lightweight macOS menubar application that brings AI-powered...

15
Experimental
109 nolantait/prompt_schema

Generate BAML style prompts from dry-schema that can get and check...

15
Experimental
110 prompt-management/cli

CLI tool for managing AI prompts with search and organization capabilities....

15
Experimental
111 trxxdex/advanced-search-prompt

Transform any language model into a powerful multi-strategy search agent....

15
Experimental
112 OldErieVending/PSL-C

PSLC Language for Human to AI video/audio generation

15
Experimental
113 Mako-L/X-Y

AI-Guided Strategy for Addressing the X-Y Problem in User Prompts

15
Experimental
114 ronalten/prompt-library

📚 Discover and customize prompts for various use cases with our structured...

15
Experimental
115 Fccklworld22/skill-ten-prompt-generator

🎯 Generate high-quality AI prompts with an intelligent system that matches...

15
Experimental
116 zartin790/llm_system_template_agents_skills_patterns_tools_prompts

🚀 Build and customize AI agents, skills, and patterns with this...

15
Experimental
117 MichaelCurrin/easy-prompt

Extend your prompt to get high quality results from an LLM

15
Experimental
118 iskandarreza/loopgpt-next

UI frontend for loopgpt self-prompting autonomous AI agent, to aid in...

14
Experimental
119 Onlykrizz/prompt-for-code

🔧 Streamline AI agents with this flexible prompt template and task...

14
Experimental
120 fernicar/SystemProbe

an AI-powered desktop application designed to help users discover and...

14
Experimental
121 kanutron/AssistantAI

A Sublime Text plugin to interact with HTTP API endpoints and perform text...

14
Experimental
122 knc6/material_explorer_examples

ChatGPT Material Explorer 1.0 Example Prompts

14
Experimental
123 zhaoliangbin42/SuperPrism

A prompt framework for academic writing on OpenAI Prism tailored for researchers.

14
Experimental
124 lemos999/GPT-Prompt-Addon-Collection

A curated collection of custom instructions and prompt add-ons for ChatGPT

14
Experimental
125 fresh00x/200-ai-prompts-for-niche---unleash-your-creativi

Revolutionize your content creation with this curated collection of 200 AI...

14
Experimental
126 fresh00x/200-ai-prompts-for-lighter-crypto-opportunity

Unlock the full potential of your light crypto business with this curated...

14
Experimental
127 bright-room/prompts

Reusable prompt templates and snippets for LLMs across bright-room projects.

14
Experimental
128 fadetocrypto/prompts

Curated prompts for crypto research, market analysis, and AI-assisted trading

14
Experimental
129 Misaelsama/Prompt808

Generate tailored prompts by analyzing images to capture styles, lighting,...

14
Experimental
130 Zeeshanahmad4/Prompts-list-ChatGPT

Welcome to the "list of Prompts-ChatGPT" This is a list of prompt can be...

14
Experimental
131 Dissectionfactorxii669/prompts

Organize and apply prompts, skills, and rules to streamline AI-driven coding...

14
Experimental
132 failfa-st/fail1

100% Prompt Driven Development: JavaScript Projects (GPT)

14
Experimental
133 Romainpkq/ChatGPT4MT

🎁[ChatGPT4MT] Towards Making the Most of ChatGPT for Machine Translation

14
Experimental
134 e-m3din4/ai-sweet-talker

A Montessorian Artificial Inteligence Prompt Grammar Analyzer.

14
Experimental
135 bajaputih/Visual-Prompt-Craft

Just released Visual-Prompt-Craft – A simple toolkit for visual prompting...

14
Experimental
136 jcomte23/PromptCLI

PromptCLI is a Python console application for interacting with OpenAI...

14
Experimental
137 echo744/fast-tavern

⚙️ Assemble and debug prompt logic for SillyTavern frameworks with...

14
Experimental
138 ravishgm/supply-chain-ai-prompts

PM-grade prompts for supply chain & WCS analysis using Claude & GPT-4

14
Experimental
139 visioneth/claude-crypto-prompts

The exact Claude + Grok prompts I use for live crypto trading decisions....

13
Experimental
140 alexshapalov/chatgpt-dev-prompts

This repo includes ChatGPT prompts for developer purposes. Write code faster.

13
Experimental
141 failfa-st/miniprompt

mini prompts for LLMs

13
Experimental
142 pea3nut/catgirl-maid

🔔 The prompt to make your ChatGPT becoming a cute catgirl maid 🔔

13
Experimental
143 failfa-st/fail2

100% Prompt Driven Development: JavaScript Canvas2D (GPT)

13
Experimental
144 Satharva2004/Prometheus-System-Prompts-Generator

FULL System Prompts & Internal Tools Converted into Knowledge: Augment Code,...

13
Experimental
145 kingmuli/Prompt-Generator

AI Prompt Generator creates professional prompts for ChatGPT, Midjourney,...

13
Experimental
146 tcdtist/ai-prompts

💫 A repository contains a collection of prompts categorized by different...

13
Experimental
147 AlessandroBonomo28/OpenAI-Prompting-Course

Prompting ChatGPT-3 course by OpenAI. Bonus implementation of Yoda telegram AI

12
Experimental
148 Rat5ak/NadsAI

One prompt → scaffolded app. Flask + Socket.IO UI; GPT-4o/Claude do the...

12
Experimental
149 Jewelzufo/Tool-prompts

This is a collection of Tool-Use Prompts for use with LLMs

12
Experimental
150 thebitanpaul/Midjourney-Prompt-Generator-using-falcon-7b-finetune

This Midjourney prompt generator makes digital creators life easier by...

12
Experimental
151 Will282/repo-to-prompt

A Python CLI tool that converts local or remote Git repositories into...

12
Experimental
152 WindCoreAI/ai-prompt-pack-devs

125 battle-tested AI prompts for developers. Code review, debugging,...

11
Experimental
153 Sukumbia/MGGU-LLM-NoCode-Prompt

🛠️ Enhance LLM productivity without coding by using MGGU to guide your...

11
Experimental
154 CanadianZombies/AI-Contracts-Prompts

Basic programming contracts & prompts to help users navigate this new era of AI.

11
Experimental
155 glacialmind/silent-tools

ITA: Prompt e schemi mentali per freddezza e strategia. ENG: Prompts and...

11
Experimental
156 Tokyota-hub/make-prompt-seedance2

🎬 Guide structured prompts for Seedance 2.0 to create high-quality...

11
Experimental
157 pperliti/affettivamente

Prompt per GPT Affetiv@mente

11
Experimental
158 snapdowgg/GPT-Prompt-Bypass

an GPT prompt bypass to generate milicious code.

11
Experimental
159 rbrnka/promptpad

PromptPad is a privacy-first workspace designed to optimize text and code...

11
Experimental
160 Priyank911/MMPS

MMPS – Multi-Modal Prompt Structuring System

11
Experimental
161 recrsn/matrix

LLM prompt manager

11
Experimental
162 s-sasaki-earthsea-wizard/virtual-engineers-prompts

Custom prompts for building a virtual engineering team powered by LLMs....

11
Experimental
163 yukinagae/promptfoo-sample

Sample project demonstrates how to use Promptfoo, a test framework for...

11
Experimental
164 muyinzad/ai-prompt-bundle-etsy

Premium AI Prompt Bundles for ChatGPT, Midjourney, Claude - Sell on Etsy

11
Experimental
165 ZhiruiFeng/ai-prompt-pack-devs

120+ battle-tested AI prompts for developers. Code review, debugging,...

11
Experimental
166 Devanik21/-AI-Daily-Creative-Prompt-Hub-

Each morning, the app pings you with a new writing, drawing, or coding...

11
Experimental
167 sanand0/promptevals

Automatically improve system prompts using a data-driven LLM approach

11
Experimental
168 vearutop/image-prompt

Describe image with LLM

11
Experimental
169 RemusDBD/LLMprompt

LLMprompt Suitable for various large language models (LLMs) like Perplexity AI.

10
Experimental
170 nekowasabi/ddu-ai-prompt-connecter

ddu source for multiple ai plugin using favorite prompts.

10
Experimental
171 saedeht/Persian_Language_Understanding

repo for an under-review paper (2025)

10
Experimental
172 nikhilvdev/prompt_engineering_for_devs

Prompt engineering is the process of designing and refining input queries to...

10
Experimental
173 Jewelzufo/Tool-use

This is an introduction to tools in prompt engineering.

10
Experimental
174 transicle/MGGU-LLM-NoCode-Prompt

Prevent LLM AIs like ChatGPT, Claude, or Gemini, and more from generating...

10
Experimental
175 jingxiangmo/prompts-for-mcgill

A list of the ChatGPT prompts for learning courses at McGill.

10
Experimental
176 roeiba/promptsSdk

Experimental open-source Python library for GPT prompt engineers

10
Experimental
177 silviotorre/AgilePrompt

Simplified ChatGPT Agile Prompt Builder

10
Experimental
178 SRF-Audio/prompt-organizer

A Python utility that helps to organize file contents for prompts when using LLM's.

10
Experimental
179 hamarshehmhmd/Promptly_JetBrains

Promptly integrates LLMs directly into your JetBrains IDE

10
Experimental

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