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 91 prompt engineering resources tools tracked. The highest-rated is rafalzawadzki/spellbook-forge at 44/100 with 82 stars.
Get all 91 projects as JSON
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
rafalzawadzki/spellbook-forge
โจ Make your LLM prompts executable and version controlled. โจ |
|
Emerging |
| 2 |
Dicklesworthstone/source_to_prompt_tui
TUI for combining source code files into LLM-ready prompts: tree explorer,... |
|
Emerging |
| 3 |
SoraFlows/SoraFlows
The most powerful and modular Sora WebUI, api and backend with OpenAI's Sora... |
|
Emerging |
| 4 |
yokoffing/ChatGPT-Prompts
ChatGPT and Bing AI prompt curation |
|
Emerging |
| 5 |
swaymm7/Open-Source-Prompt-Library
Here is where I store all my useful prompts |
|
Emerging |
| 6 |
bsc7080gbc/genai_prompt_myshelf
MyShelf is an experiment to create a GenAI utility to track reminders,... |
|
Emerging |
| 7 |
TannyBlaze/structured-prompt-builder
๐ ๏ธ Build AI prompts easily with a clean tool featuring live previews, local... |
|
Emerging |
| 8 |
FortaTech/prompts-for-health
Helpful prompts to transform the way healthcare professionals use generative... |
|
Emerging |
| 9 |
DNE-Digital/dolores
Dolores is a Python library designed to improve the developer experience... |
|
Emerging |
| 10 |
jamesmcroft/everyday-prompts
A collection of prompts for AI tools (ChatGPT, Microsoft Copilot, etc.) to... |
|
Emerging |
| 11 |
dwarvesf/prompt-for-dev
A collection of prompts is used to boost software development. |
|
Emerging |
| 12 |
respawningcode/OpenAi-Sora
๐ฅ Create, edit, and share text or video content effortlessly with SoraFlows,... |
|
Emerging |
| 13 |
hollobit/ResearchChatGPT
50 use cases of ChatGPT for research work |
|
Emerging |
| 14 |
ua-data7/introllms
Prompt Engineering Workshop |
|
Emerging |
| 15 |
paradite/send-prompt
A TypeScript library for interacting with models across providers with... |
|
Emerging |
| 16 |
diligentlyai/freewayai
Freeway is meant to provide a simple, flexible, extensible and lightweight... |
|
Emerging |
| 17 |
LazaUK/DeepLearningAI-ChatGPT-BuildingSystems
Practical Jupyter notebooks from Andrew Ng and Isa Fulford's "Building... |
|
Emerging |
| 18 |
PromptAI/promptdialog
PromptAI Document for English |
|
Emerging |
| 19 |
shearpaladin/chatgpt-prompt-engineering
ChatGPT Prompt Engineering for Developers Course by DeepLearning AI |
|
Emerging |
| 20 |
amer-5/Awesome-AI-Prompts
๐ A curated collection of powerful AI prompts for productivity, coding,... |
|
Emerging |
| 21 |
sean-sinclair/promptfoo-secure-code-evals
Researching effectiveness of priming an LLM with security considerations... |
|
Emerging |
| 22 |
silasfelinus/kind_robots
Modular NLP Promptbots using Vue 3.2, Nuxt 3, Prisma, and Nuxt Content |
|
Emerging |
| 23 |
aminblm/awesome-chatgpt-suggestions
List of prompts for chatGPT for various assistances with tasks. |
|
Emerging |
| 24 |
reedemus/dlai_chatgpt
Jupyter notebooks for the short course "ChatGPT prompt engineering" |
|
Emerging |
| 25 |
aminblm/promptbroker-boilerplate
A marketplace to sell your AI Prompts |
|
Emerging |
| 26 |
jeetch/gpt-prompts-project
Open GPT Prompts Library |
|
Emerging |
| 27 |
sunduq-ai/rich-prompt
A Rust CLI tool that transforms your project files into perfectly formatted... |
|
Emerging |
| 28 |
junjie-xyz/CodePrompt
Generate GPT prompts with your code files. |
|
Experimental |
| 29 |
yukinagae/genkitx-promptfoo
Community Plugin for Genkit to use Promptfoo |
|
Experimental |
| 30 |
LubyRuffy/promptdumper
LLM ๆ็คบ่ฏๆๅ ๅทฅๅ ท๏ผๆฏๆๆฌๅฐ Ollama ไธ LM Studio ็ญๆจกๅๅฏน่ฏ็่ฏทๆฑๅๅบ็่งฃๆๅ้ซไบฎๆพ็คบใ |
|
Experimental |
| 31 |
EmbraceAGI/Awesome-Open-Sora
OpenAI Sora model resources |
|
Experimental |
| 32 |
Sven-Bo/ChatGPT_CodeInterpreter_Sample_Prompts_DataAnylsis
Interactive Data Analysis: A collection of intuitive prompts for data... |
|
Experimental |
| 33 |
simonas-dev/please
An Ollama wrapper for running AI prompt templates with short aliases. |
|
Experimental |
| 34 |
sanand0/prompts
My collection of LLM prompts |
|
Experimental |
| 35 |
tdwebservices-official/chatgpt
Collection of Awesome ChatGPT Prompts |
|
Experimental |
| 36 |
Forward-Operators/prr
prr - command-line LLM prompt runner |
|
Experimental |
| 37 |
Tanuki/tanuki.ts
Prompt engineering for developers |
|
Experimental |
| 38 |
Jitera-Labs/prompt_mixer.exe
A joystick to steer the LLM |
|
Experimental |
| 39 |
BunyaminYavuz/AIPromptChat
A Flask-based AI chat application that allows users to interact with an AI... |
|
Experimental |
| 40 |
wqhadija/online-marketer-chatgpt-prompts
A skilled online business marketer utilizing ChatGPT technology to engage... |
|
Experimental |
| 41 |
hunterunger/prompt-chef-public
Prompt Chef public data |
|
Experimental |
| 42 |
praj2408/Prompting-for-Data-Science
Data Science Prompts |
|
Experimental |
| 43 |
ghosterre/staycurious
๐ Explore learning through conversation by discovering and sharing impactful... |
|
Experimental |
| 44 |
vivek-suriyamoorthy/staycurious
A community-driven collection of learning question paths extracted from real... |
|
Experimental |
| 45 |
memokey/openai-prompt-chat
It's a platform where users can trade their prompt and get help from GPT-4. |
|
Experimental |
| 46 |
XXXDoriXXX/RepoToPrompt
Turns your local codebase into a secure, token-optimized context prompt for... |
|
Experimental |
| 47 |
PromptKit-ai/promptkit
Interactive widgets for AI prompts. Stop describing, start dropping. 47... |
|
Experimental |
| 48 |
jeremiantonius/awesome-ai-research-writing
๐ Enhance your academic writing with tailored AI prompt templates and... |
|
Experimental |
| 49 |
harshitanathani2709/ai-prompt-ppt
๐ ๏ธ Generate AI framework prompts effortlessly with `ai-prompt-ppt`, using 20... |
|
Experimental |
| 50 |
Justicution/awesome-cli-agent-prompts
Show and share complete CLI AI agent blueprints that define full runtime... |
|
Experimental |
| 51 |
idkidk02020202/claude-opus-4.6-prompt-optimizer
๐ ๏ธ Optimize any raw prompt into a best-practice, production-ready prompt for... |
|
Experimental |
| 52 |
Wasfi123/prompt-schema
๐ Convert Zod schemas into clear AI prompts in Markdown for structured... |
|
Experimental |
| 53 |
d7wem/utm-ai-skills
Free AI prompts that turn ChatGPT, Claude Code, Cursor, or any AI into a UTM... |
|
Experimental |
| 54 |
Romainpkq/ChatGPT4MT
๐[ChatGPT4MT] Towards Making the Most of ChatGPT for Machine Translation |
|
Experimental |
| 55 |
failfa-st/fail1
100% Prompt Driven Development: JavaScript Projects (GPT) |
|
Experimental |
| 56 |
e-m3din4/ai-sweet-talker
A Montessorian Artificial Inteligence Prompt Grammar Analyzer. |
|
Experimental |
| 57 |
aplaceforallmystuff/metric-mandate-chatgpt
ChatGPT prompt that forces measurable success criteria for AI projects |
|
Experimental |
| 58 |
abosouff/best-prompts
Provide high-quality, ready-to-use prompts tailored for various AI models... |
|
Experimental |
| 59 |
kanutron/AssistantAI
A Sublime Text plugin to interact with HTTP API endpoints and perform text... |
|
Experimental |
| 60 |
knc6/material_explorer_examples
ChatGPT Material Explorer 1.0 Example Prompts |
|
Experimental |
| 61 |
ilkerarabaci/prompt-guidance-suite
Reusable ChatGPT skills for structured conversations, research, coding,... |
|
Experimental |
| 62 |
iskandarreza/loopgpt-next
UI frontend for loopgpt self-prompting autonomous AI agent, to aid in... |
|
Experimental |
| 63 |
mlanza/ai-literacy
Moving Beyond the Prompt |
|
Experimental |
| 64 |
pea3nut/catgirl-maid
๐ The prompt to make your ChatGPT becoming a cute catgirl maid ๐ |
|
Experimental |
| 65 |
fernicar/SystemProbe
an AI-powered desktop application designed to help users discover and... |
|
Experimental |
| 66 |
Rat5ak/NadsAI
One prompt โ scaffolded app. Flask + Socket.IO UI; GPT-4o/Claude do the... |
|
Experimental |
| 67 |
danielrosehill/Prompt-And-Output-System-Prompt
System prompt for directing an AI agent to begin every output with a sumary... |
|
Experimental |
| 68 |
recrsn/matrix
LLM prompt manager |
|
Experimental |
| 69 |
nekowasabi/ddu-ai-prompt-connecter
ddu source for multiple ai plugin using favorite prompts. |
|
Experimental |
| 70 |
nikhilvdev/prompt_engineering_for_devs
Prompt engineering is the process of designing and refining input queries to... |
|
Experimental |
| 71 |
roeiba/promptsSdk
Experimental open-source Python library for GPT prompt engineers |
|
Experimental |
| 72 |
MichaelCurrin/easy-prompt
Extend your prompt to get high quality results from an LLM |
|
Experimental |
| 73 |
isumitsoni/ai-pm-interview-kit
Interview prep for AI PM roles โ practice prompts, scoring rubrics, 20 real... |
|
Experimental |
| 74 |
saedeht/Persian_Language_Understanding
repo for an under-review paper (2025) |
|
Experimental |
| 75 |
interwebologist/NerdPrompt
๐ง Colorful customizable AI chat for terminal hackers: threaded chats, custom... |
|
Experimental |
| 76 |
transicle/MGGU-LLM-NoCode-Prompt
Prevent LLM AIs like ChatGPT, Claude, or Gemini, and more from generating... |
|
Experimental |
| 77 |
zartin790/llm_system_template_agents_skills_patterns_tools_prompts
๐ Build and customize AI agents, skills, and patterns with this... |
|
Experimental |
| 78 |
Dissectionfactorxii669/prompts
Organize and apply prompts, skills, and rules to streamline AI-driven coding... |
|
Experimental |
| 79 |
ThatGuySam/prefillprompt
Turn you AI Prompts into links! |
|
Experimental |
| 80 |
fresh00x/200-ai-prompts-for-niche---unleash-your-creativi
Revolutionize your content creation with this curated collection of 200 AI... |
|
Experimental |
| 81 |
snapdowgg/GPT-Prompt-Bypass
an GPT prompt bypass to generate milicious code. |
|
Experimental |
| 82 |
Priyank911/MMPS
MMPS โ Multi-Modal Prompt Structuring System |
|
Experimental |
| 83 |
Sukumbia/MGGU-LLM-NoCode-Prompt
๐ ๏ธ Enhance LLM productivity without coding by using MGGU to guide your... |
|
Experimental |
| 84 |
echo744/fast-tavern
โ๏ธ Assemble and debug prompt logic for SillyTavern frameworks with... |
|
Experimental |
| 85 |
rbrnka/promptpad
PromptPad is a privacy-first workspace designed to optimize text and code... |
|
Experimental |
| 86 |
rompt-ai/rompt
GPT prompt A/B testing built with Next.js 13 and OpenAI |
|
Experimental |
| 87 |
SaahilClaypool/StructuredPrompt
Structured data prompt from c# object |
|
Experimental |
| 88 |
Person-0/RepoInfoAI
Auto-send prompts to ChatGPT on the website that contains info about an... |
|
Experimental |
| 89 |
xnought/autoprompt
Copilot like completion for generating more effective and creative prompts.... |
|
Experimental |
| 90 |
christopherojo/promptoDemo
Website that accepts short text inputs and generates sentences to encourage... |
|
Experimental |
| 91 |
kwesinavilot/chatgpt-prompt-engineering-for-developers
Herein lies my Jupyter Notebooks for the DeepLearning.AI ChatGPT Prompt... |
|
Experimental |