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

โœจ Make your LLM prompts executable and version controlled. โœจ

44
Emerging
2 Dicklesworthstone/source_to_prompt_tui

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

44
Emerging
3 SoraFlows/SoraFlows

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

43
Emerging
4 yokoffing/ChatGPT-Prompts

ChatGPT and Bing AI prompt curation

43
Emerging
5 swaymm7/Open-Source-Prompt-Library

Here is where I store all my useful prompts

41
Emerging
6 bsc7080gbc/genai_prompt_myshelf

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

41
Emerging
7 TannyBlaze/structured-prompt-builder

๐Ÿ› ๏ธ Build AI prompts easily with a clean tool featuring live previews, local...

40
Emerging
8 FortaTech/prompts-for-health

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

40
Emerging
9 DNE-Digital/dolores

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

40
Emerging
10 jamesmcroft/everyday-prompts

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

37
Emerging
11 dwarvesf/prompt-for-dev

A collection of prompts is used to boost software development.

37
Emerging
12 respawningcode/OpenAi-Sora

๐ŸŽฅ Create, edit, and share text or video content effortlessly with SoraFlows,...

35
Emerging
13 hollobit/ResearchChatGPT

50 use cases of ChatGPT for research work

34
Emerging
14 ua-data7/introllms

Prompt Engineering Workshop

34
Emerging
15 paradite/send-prompt

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

33
Emerging
16 diligentlyai/freewayai

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

32
Emerging
17 LazaUK/DeepLearningAI-ChatGPT-BuildingSystems

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

32
Emerging
18 PromptAI/promptdialog

PromptAI Document for English

31
Emerging
19 shearpaladin/chatgpt-prompt-engineering

ChatGPT Prompt Engineering for Developers Course by DeepLearning AI

31
Emerging
20 amer-5/Awesome-AI-Prompts

๐Ÿš€ A curated collection of powerful AI prompts for productivity, coding,...

31
Emerging
21 sean-sinclair/promptfoo-secure-code-evals

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

30
Emerging
22 silasfelinus/kind_robots

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

30
Emerging
23 aminblm/awesome-chatgpt-suggestions

List of prompts for chatGPT for various assistances with tasks.

30
Emerging
24 reedemus/dlai_chatgpt

Jupyter notebooks for the short course "ChatGPT prompt engineering"

30
Emerging
25 aminblm/promptbroker-boilerplate

A marketplace to sell your AI Prompts

30
Emerging
26 jeetch/gpt-prompts-project

Open GPT Prompts Library

30
Emerging
27 sunduq-ai/rich-prompt

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

30
Emerging
28 junjie-xyz/CodePrompt

Generate GPT prompts with your code files.

29
Experimental
29 yukinagae/genkitx-promptfoo

Community Plugin for Genkit to use Promptfoo

29
Experimental
30 LubyRuffy/promptdumper

LLM ๆ็คบ่ฏๆŠ“ๅŒ…ๅทฅๅ…ท๏ผŒๆ”ฏๆŒๆœฌๅœฐ Ollama ไธŽ LM Studio ็ญ‰ๆจกๅž‹ๅฏน่ฏ็š„่ฏทๆฑ‚ๅ“ๅบ”็š„่งฃๆžๅ’Œ้ซ˜ไบฎๆ˜พ็คบใ€‚

28
Experimental
31 EmbraceAGI/Awesome-Open-Sora

OpenAI Sora model resources

28
Experimental
32 Sven-Bo/ChatGPT_CodeInterpreter_Sample_Prompts_DataAnylsis

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

28
Experimental
33 simonas-dev/please

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

27
Experimental
34 sanand0/prompts

My collection of LLM prompts

27
Experimental
35 tdwebservices-official/chatgpt

Collection of Awesome ChatGPT Prompts

27
Experimental
36 Forward-Operators/prr

prr - command-line LLM prompt runner

27
Experimental
37 Tanuki/tanuki.ts

Prompt engineering for developers

26
Experimental
38 Jitera-Labs/prompt_mixer.exe

A joystick to steer the LLM

25
Experimental
39 BunyaminYavuz/AIPromptChat

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

24
Experimental
40 wqhadija/online-marketer-chatgpt-prompts

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

24
Experimental
41 hunterunger/prompt-chef-public

Prompt Chef public data

24
Experimental
42 praj2408/Prompting-for-Data-Science

Data Science Prompts

24
Experimental
43 ghosterre/staycurious

๐ŸŒ Explore learning through conversation by discovering and sharing impactful...

24
Experimental
44 vivek-suriyamoorthy/staycurious

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

23
Experimental
45 memokey/openai-prompt-chat

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

23
Experimental
46 XXXDoriXXX/RepoToPrompt

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

23
Experimental
47 PromptKit-ai/promptkit

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

22
Experimental
48 jeremiantonius/awesome-ai-research-writing

๐Ÿ“ Enhance your academic writing with tailored AI prompt templates and...

22
Experimental
49 harshitanathani2709/ai-prompt-ppt

๐Ÿ› ๏ธ Generate AI framework prompts effortlessly with `ai-prompt-ppt`, using 20...

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

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

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

๐Ÿ› ๏ธ Optimize any raw prompt into a best-practice, production-ready prompt for...

22
Experimental
52 Wasfi123/prompt-schema

๐Ÿ“ Convert Zod schemas into clear AI prompts in Markdown for structured...

22
Experimental
53 d7wem/utm-ai-skills

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

22
Experimental
54 Romainpkq/ChatGPT4MT

๐ŸŽ[ChatGPT4MT] Towards Making the Most of ChatGPT for Machine Translation

21
Experimental
55 failfa-st/fail1

100% Prompt Driven Development: JavaScript Projects (GPT)

21
Experimental
56 e-m3din4/ai-sweet-talker

A Montessorian Artificial Inteligence Prompt Grammar Analyzer.

21
Experimental
57 aplaceforallmystuff/metric-mandate-chatgpt

ChatGPT prompt that forces measurable success criteria for AI projects

21
Experimental
58 abosouff/best-prompts

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

21
Experimental
59 kanutron/AssistantAI

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

21
Experimental
60 knc6/material_explorer_examples

ChatGPT Material Explorer 1.0 Example Prompts

21
Experimental
61 ilkerarabaci/prompt-guidance-suite

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

21
Experimental
62 iskandarreza/loopgpt-next

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

21
Experimental
63 mlanza/ai-literacy

Moving Beyond the Prompt

20
Experimental
64 pea3nut/catgirl-maid

๐Ÿ”” The prompt to make your ChatGPT becoming a cute catgirl maid ๐Ÿ””

20
Experimental
65 fernicar/SystemProbe

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

19
Experimental
66 Rat5ak/NadsAI

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

19
Experimental
67 danielrosehill/Prompt-And-Output-System-Prompt

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

18
Experimental
68 recrsn/matrix

LLM prompt manager

18
Experimental
69 nekowasabi/ddu-ai-prompt-connecter

ddu source for multiple ai plugin using favorite prompts.

17
Experimental
70 nikhilvdev/prompt_engineering_for_devs

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

17
Experimental
71 roeiba/promptsSdk

Experimental open-source Python library for GPT prompt engineers

17
Experimental
72 MichaelCurrin/easy-prompt

Extend your prompt to get high quality results from an LLM

17
Experimental
73 isumitsoni/ai-pm-interview-kit

Interview prep for AI PM roles โ€” practice prompts, scoring rubrics, 20 real...

16
Experimental
74 saedeht/Persian_Language_Understanding

repo for an under-review paper (2025)

16
Experimental
75 interwebologist/NerdPrompt

๐Ÿง  Colorful customizable AI chat for terminal hackers: threaded chats, custom...

15
Experimental
76 transicle/MGGU-LLM-NoCode-Prompt

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

14
Experimental
77 zartin790/llm_system_template_agents_skills_patterns_tools_prompts

๐Ÿš€ Build and customize AI agents, skills, and patterns with this...

14
Experimental
78 Dissectionfactorxii669/prompts

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

14
Experimental
79 ThatGuySam/prefillprompt

Turn you AI Prompts into links!

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

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

13
Experimental
81 snapdowgg/GPT-Prompt-Bypass

an GPT prompt bypass to generate milicious code.

13
Experimental
82 Priyank911/MMPS

MMPS โ€“ Multi-Modal Prompt Structuring System

13
Experimental
83 Sukumbia/MGGU-LLM-NoCode-Prompt

๐Ÿ› ๏ธ Enhance LLM productivity without coding by using MGGU to guide your...

13
Experimental
84 echo744/fast-tavern

โš™๏ธ Assemble and debug prompt logic for SillyTavern frameworks with...

13
Experimental
85 rbrnka/promptpad

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

13
Experimental
86 rompt-ai/rompt

GPT prompt A/B testing built with Next.js 13 and OpenAI

13
Experimental
87 SaahilClaypool/StructuredPrompt

Structured data prompt from c# object

11
Experimental
88 Person-0/RepoInfoAI

Auto-send prompts to ChatGPT on the website that contains info about an...

11
Experimental
89 xnought/autoprompt

Copilot like completion for generating more effective and creative prompts....

11
Experimental
90 christopherojo/promptoDemo

Website that accepts short text inputs and generates sentences to encourage...

11
Experimental
91 kwesinavilot/chatgpt-prompt-engineering-for-developers

Herein lies my Jupyter Notebooks for the DeepLearning.AI ChatGPT Prompt...

10
Experimental

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