Prompt Engineering Resources Prompt Engineering Tools
Curated collections, guides, papers, and educational materials about prompt engineering techniques and best practices. Does NOT include tools for building applications, workflow orchestration, or domain-specific implementations.
There are 128 prompt engineering resources tools tracked. 9 score above 50 (established tier). The highest-rated is BoundaryML/baml at 69/100 with 7,751 stars. 4 of the top 10 are actively maintained.
Get all 128 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=prompt-engineering&subcategory=prompt-engineering-resources&limit=20"
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
BoundaryML/baml
The AI framework that adds the engineering to prompt engineering... |
|
Established |
| 2 |
legeling/PromptHub
一款开源、纯本地 Prompt ，Skill 管理工具，帮助你高效管理、版本控制和复用 Prompt，并一键分发skill | An... |
|
Established |
| 3 |
deanpeters/product-manager-prompts
A repository of Generative AI prompts for product managers using agents such... |
|
Established |
| 4 |
jujumilk3/leaked-system-prompts
Collection of leaked system prompts |
|
Established |
| 5 |
eudk/awesome-ai-tools
🔴 VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated 2026 |
|
Established |
| 6 |
microsoft/poml
Prompt Orchestration Markup Language |
|
Established |
| 7 |
raphaelmansuy/code2prompt
Code2Prompt is a powerful command-line tool that simplifies the process of... |
|
Established |
| 8 |
snwfdhmp/awesome-gpt-prompt-engineering
A curated list of awesome resources, tools, and other shiny things for LLM... |
|
Established |
| 9 |
pacholoamit/chatgpt-prompts
A NodeJS ChatGPT prompts library that contains more than 140+ awesome prompts |
|
Established |
| 10 |
SoraEase/sora-prompt
Sora Prompt Collection, a repository dedicated to inspiring AI-driven video... |
|
Emerging |
| 11 |
langgptai/awesome-claude-prompts
This repo includes Claude prompt curation to use Claude better. |
|
Emerging |
| 12 |
natnew/Awesome-Prompt-Engineering
Awesome-Prompt-Engineering - This repository includes resources for prompt... |
|
Emerging |
| 13 |
microsoft/genaiops-promptflow-template
GenAIOps with Prompt Flow is a "GenAIOps template and guidance" to help you... |
|
Emerging |
| 14 |
voytas75/GPTprompts
Prompts for LLMs |
|
Emerging |
| 15 |
aircrushin/promptMinder
一个开源的，专注于提示词管理的平台 / An open-source platform focused on prompt management |
|
Emerging |
| 16 |
XiaomingX/awesome-qwen-prompt-insight
🧠 世界上覆盖最全的优秀Qwen提示语大全，欢迎贡献你的提示词。🧠 The most comprehensive collection of... |
|
Emerging |
| 17 |
gabriel-kaam/chat-gpt-prompts-from-aiprm
Compilations of ChatGPT Prompts from AIPRM |
|
Emerging |
| 18 |
marioluciofjr/prompts
Prompts para serem utilizados em IA |
|
Emerging |
| 19 |
Tanuki/tanuki.py
Prompt engineering for developers |
|
Emerging |
| 20 |
luban-agi/Awesome-AIGC-Tutorials
Curated tutorials and resources for Large Language Models, AI Painting, and more. |
|
Emerging |
| 21 |
dahatake/GenerativeAI-Prompt-Sample-Japanese
ChatGPTやCopilotなど各種生成AI用の「日本語]の Prompt のサンプル |
|
Emerging |
| 22 |
dukeluo/awesome-awesome-prompts
An awesome list for collecting awesome lists related to prompt engineering. |
|
Emerging |
| 23 |
brandonhimpfen/awesome-prompt-engineering
A curated list of resources, tools, papers, and platforms for prompt... |
|
Emerging |
| 24 |
awesomelistsio/awesome-prompt-engineering
A curated list of resources, tools, papers, and platforms for prompt... |
|
Emerging |
| 25 |
YellowSeaa/PromptWorks
一个Prompts管理与测试工具。A Prompts management and testing tool. |
|
Emerging |
| 26 |
mustvlad/ChatGPT-System-Prompts
This repository contains a collection of the best system prompts for... |
|
Emerging |
| 27 |
Troyanovsky/AI-Professional-Prompts
Harness GPT's expertise with curated prompts for consistent, high-quality... |
|
Emerging |
| 28 |
dongyubin/Awesome-AI-Images-Prompts
2026年3月更新，精选适用于 Gemini Nano-banana Pro Image Prompts、即梦、豆包 Seedream... |
|
Emerging |
| 29 |
aminblm/awesome-chatgpt-content-creation-prompts
This repo includes ChatGPT content creation prompt curation to use ChatGPT... |
|
Emerging |
| 30 |
MushroomFleet/LLM-Base-Prompts
Some of Drift Johnsons Base LLM Prompt, Agentic System Prompts, Personas and... |
|
Emerging |
| 31 |
lim-hyo-jeong/Prompt-Enhancer
Prompt Engineering at Your Fingertips! |
|
Emerging |
| 32 |
chuanqisun/iter
Prompt Engineer's Playground |
|
Emerging |
| 33 |
Tolga1452/ai-prompts
A collection of original system prompts and tool data used for AI chatbots.... |
|
Emerging |
| 34 |
ahmetbersoz/chatgpt-prompts-for-academic-writing
This list of writing prompts covers a range of topics and tasks, including... |
|
Emerging |
| 35 |
zrosenbauer/prompt-merge
Zero-dependency library for conditionally merging LLM (system) prompts into... |
|
Emerging |
| 36 |
ralphcajipe/chatgpt-prompt-engineering
Jupyter code notebooks of "ChatGPT Prompt Engineering for Developers" by... |
|
Emerging |
| 37 |
jxzhangjhu/Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and... |
|
Emerging |
| 38 |
phodal/prompt-patterns
Prompt 编写模式：如何将思维框架赋予机器，以设计模式的形式来思考 prompt |
|
Emerging |
| 39 |
reasoning-machines/prompt-lib
A set of utilities for running few-shot prompting experiments on... |
|
Emerging |
| 40 |
AlenVelocity/gpt-functions
Convert prompts into working Javascript Functions. Never CTRL+V again |
|
Emerging |
| 41 |
cpldcpu/MisguidedAttention
A collection of prompts to challenge the reasoning abilities of large... |
|
Emerging |
| 42 |
edoardoavenia/chatgpt-system-prompts
Collection of leaked ChatGPT system prompts, documenting base tools,... |
|
Emerging |
| 43 |
yzfly/awesome-music-prompts
Prompts for Music Generation |
|
Emerging |
| 44 |
PickleBoxer/dev-chatgpt-prompts
📚 Personal collection of ChatGPT prompts for developers! |
|
Emerging |
| 45 |
yxp934/Prompt-Tree
A local AI client with Git‑style tree context. Branch conversations,... |
|
Emerging |
| 46 |
aytzey/CodetoPromptGenerator
Generate copyable blocks from your code to llm |
|
Emerging |
| 47 |
PacktPublishing/Unlocking-the-Secrets-of-Prompt-Engineering
Unlocking the Secrets of Prompt Engineering, Publlished by Packt |
|
Emerging |
| 48 |
edspencer/mdx-prompt
Composable prompts powered by MDX & React |
|
Emerging |
| 49 |
bilalnawaz072/AI-Prompts-200-Ideas
Here is over 200 AI prompts that covers Blog Writing, Email Marketing ,... |
|
Emerging |
| 50 |
LazaUK/DeepLearningAI-ChatGPT-PromptEngineering
Practical Jupyter notebooks from Andrew Ng and Isa Fulford's "ChatGPT Prompt... |
|
Emerging |
| 51 |
positive666/Prompt-Can-Anything
You can do anything by sota AI with prompt ,auto AI tools , VL larger model... |
|
Emerging |
| 52 |
GitsSaikat/PyGen
Generate Python Package with Simple Prompts |
|
Emerging |
| 53 |
XiaomingX/Improve-Your-Prompt
如何得到最好的结果，Improve-Your-Prompt是一个用于优化prompt的prompt |
|
Emerging |
| 54 |
Query-farm/openprompt
DuckDB Community Extension to prompt LLMs from SQL |
|
Emerging |
| 55 |
slidoapp/prompterator
Iterate efficiently towards more effective prompts |
|
Emerging |
| 56 |
4mirfar/promptMaster
best system prompts I use for prompt engineering, including leaked prompts |
|
Emerging |
| 57 |
teleprint-me/py.gpt.prompt
PyGPTPrompt: A CLI tool that manages context windows for AI models,... |
|
Experimental |
| 58 |
PrajnaAvidya/prompt-shaper
PromptShaper is a templating language for efficiently constructing LLM prompts. |
|
Experimental |
| 59 |
Dicklesworthstone/your-source-to-prompt.html
Quickly and securely turn your code projects into LLM prompts, all locally... |
|
Experimental |
| 60 |
reprompt-dev/reprompt
Discover, analyze, and evolve your best prompts from AI coding sessions |
|
Experimental |
| 61 |
alpererdogan8/generative-prompts
An extension for displaying entries from the Awesome ChatGPT Prompts... |
|
Experimental |
| 62 |
RimaBuilds/Master-coding-prompts-with-ChatGPT
This is a practical guide on how to optimize ChatGPT prompts for... |
|
Experimental |
| 63 |
pragmaticfish/sushify
Turn your prompt salad into sushi! A dev tool to analyze and improve... |
|
Experimental |
| 64 |
successfulstudy/promptoftheyear
In the evolving world of Large Language Models (LLMs), crafting effective... |
|
Experimental |
| 65 |
ZapDos7/lakera-gandalf
My solutions for Lakera's Gandalf |
|
Experimental |
| 66 |
noodlefrenzy/promptgen
CLI for managing and generating Foundation Model prompts |
|
Experimental |
| 67 |
loloMD/awesome_chainforge
Another day, another Awesome List repo. A comprehensive list of... |
|
Experimental |
| 68 |
yellow-footed-honeyguide/prompt-engineers-atlas
A Collection of useful Prompt-Engineering Technics & Resources |
|
Experimental |
| 69 |
KennispuntTwente/tidyprompt
R package to easily construct prompts and associated logic for interacting... |
|
Experimental |
| 70 |
appl-team/appl
🍎APPL: A Prompt Programming Language. Seamlessly integrate LLMs with programs. |
|
Experimental |
| 71 |
prompt-engineering/awesome-prompt-engineering
awesome for your to collections |
|
Experimental |
| 72 |
blob42/gpt-prompts-cli
CLI for selecting or defining prompts to use with the ChatGPT chatbot, which... |
|
Experimental |
| 73 |
mohammadrasoulasghari/ai-prompts
The first Persian repository of AI prompts for developers. Enhance your... |
|
Experimental |
| 74 |
sevenreasons/promptcat
A zero-dependency prompt manager/catalog/library in a single HTML file.... |
|
Experimental |
| 75 |
banghuazhao/ai-prompts
A Swift iOS app for managing, browsing, and sharing AI prompts. |
|
Experimental |
| 76 |
chu2bard/promptctl
Prompt versioning and A/B testing framework |
|
Experimental |
| 77 |
jan-bogaerts/mark
Use mark to run lots of prompts on lots of data |
|
Experimental |
| 78 |
mikaelvesavuori/chatgpt-architecture-coach
This is my collection of helpful priming prompts for ChatGPT when discussing... |
|
Experimental |
| 79 |
HybridRobotics/prompt2walk
Code for Prompt a Robot to Walk with Large Language Models... |
|
Experimental |
| 80 |
preyneyv/swc-plugin-use-prompt
Compile-time GenAI! Combining the power of transformers with transformers. |
|
Experimental |
| 81 |
Coldmist-Lu/ErrorAnalysis_Prompt
:gift:[ChatGPT4MTevaluation] ErrorAnalysis Prompt for MT Evaluation in ChatGPT |
|
Experimental |
| 82 |
csinva/iprompt
Finding semantically meaningful and accurate prompts. |
|
Experimental |
| 83 |
ochotzas/promptkit
Structured Prompt Engineering for LLM Apps. |
|
Experimental |
| 84 |
blip-solutions/promptwatch-client
Python client for PromptWatch.io - LLM tracking platform |
|
Experimental |
| 85 |
SHSharkar/ChatGPT-Power-Prompts-for-PHP-and-Laravel-Developer
ChatGPT Power Prompts for PHP and Laravel Developer |
|
Experimental |
| 86 |
kalilurrahman/Awesome-Prompts
Curated awesome list of high-quality prompts for ChatGPT, Claude, Gemini,... |
|
Experimental |
| 87 |
techvishnu/SDPromptGenerator
A Stable Diffusion Prompt Generator based on ChatGPT |
|
Experimental |
| 88 |
usr2r00t/ChatGTP3-Prompts_Bug-Bounty
A list of ChatGPT Prompts for Web Application Security, Bug Bounty, and Pentesting |
|
Experimental |
| 89 |
drnic/promptcraft
Try new system prompts on your AI conversations. Over and over until you're happy. |
|
Experimental |
| 90 |
fraction-ai/GAP
Gamified Adversarial Prompting (GAP): Crowdsourcing AI-weakness-targeting... |
|
Experimental |
| 91 |
Kaludii/ChatGPT-BingChat-GPT4-Prompt-Generator
Generates ChatGPT/BingChat & GPT-4 prompts using this model trained by... |
|
Experimental |
| 92 |
nhaouari/papersnap
Extracting Key Information from Research Papers using PAPERSNAP prompt and Claude |
|
Experimental |
| 93 |
zebbern/Ai-Prompts
🧾 | Use these AI prompts to refine your searches, improve accuracy, and get... |
|
Experimental |
| 94 |
gdalmau/lakera-gandalf-solutions
My inputs for the LLM Gandalf made by Lakera |
|
Experimental |
| 95 |
grahamwaters/ImPromptu
Domain Agnostic Prompts for Savvy Professionals |
|
Experimental |
| 96 |
Simmon-Gomi/OneCopyThinker
ワンコピペで使える多角思考プロンプト（日本語版） |
|
Experimental |
| 97 |
CreativeActtech/free-prompts
An introductory catalog of free prompts for your use! |
|
Experimental |
| 98 |
wordmaxai/awesome-chatgpt-prompts
Collection of awesome ChatGPT prompts to get better results. Use these with... |
|
Experimental |
| 99 |
dowhiledev/semantix
(Discontinued) Non-Pydantic, Non-JSON Schema, efficient AutoPrompting and... |
|
Experimental |
| 100 |
taviks/prompts4all
A free and open-source library of AI prompts. |
|
Experimental |
| 101 |
tomerjann/what-happens-when-you-prompt
A deep-dive reference tracing every layer of the stack when you send a... |
|
Experimental |
| 102 |
v4lheru/Prompt-Engineering
[Outdated] Prompt Engineering - Portfolio |
|
Experimental |
| 103 |
forReason/GPT-Prompt-Templates
this library contains templates and forms which can be used to simply write... |
|
Experimental |
| 104 |
Trae1ounG/Awesome-Parametric-Knowledge-in-LLMs
Must-read papers and blogs about parametric knowledge mechanism in LLMs. |
|
Experimental |
| 105 |
Xosrov/ChatGPT-prompts
Some useful ChatGPT prompts I use |
|
Experimental |
| 106 |
WynterJones/ChatGPT-Roles
An extensive list of Starter Prompts for ChatGPT. Use this as a primer for... |
|
Experimental |
| 107 |
tysoncung/awesome-prompt-engineering
🚀 A curated list of awesome prompt engineering resources, tools, and... |
|
Experimental |
| 108 |
samestrin/qwen-prompts
Supercharge qwen-code with hybrid prompt-chaining, powered by gemini-cli... |
|
Experimental |
| 109 |
SuperBruceJia/Awesome-Semantic-Textual-Similarity
Awesome Semantic Textual Similarity: a curated list of Semantic Textual... |
|
Experimental |
| 110 |
promptable/Promptable-web-sdk
Web SDK for Promptable Website. |
|
Experimental |
| 111 |
dvtng/superprompt
Prompt Development Environment for GPT |
|
Experimental |
| 112 |
ouyangyipeng/Thinking-GPT4o
The prompts which could enable GPT-4o to think and act like GPT-o1-mini |
|
Experimental |
| 113 |
f-lab-edu/please-just-texting
A repository dedicated to promoting text-based communication, discouraging... |
|
Experimental |
| 114 |
Sammy970/prompt-perfect-reversed
Prompt Perfect Plugin for all GPT models. |
|
Experimental |
| 115 |
Silenttttttt/gpt-auto-prompter
OpenAI Chatbot with Autoprompt |
|
Experimental |
| 116 |
wqhadija/gorgeous-chatgpt-prompts
Keep your mind sharp and your nerves on edge with this mysterious prompt... |
|
Experimental |
| 117 |
phuchungbhutia/prompts-repo
This repository contains a collection of GPT prompt templates organized by... |
|
Experimental |
| 118 |
danielsobrado/code-prompter
Bring your code and propmpts easily to your LLM |
|
Experimental |
| 119 |
SunzeY/X-Prompt
Official implementation of X-Prompt: Towards Universal In-Context Image... |
|
Experimental |
| 120 |
danieleverest/promptopia
Promptopia is an open-source AI prompting tool for modern world to discover,... |
|
Experimental |
| 121 |
navuxneeth/EpicPrompts
A curated collection of high-quality, reusable prompts in JSON format for... |
|
Experimental |
| 122 |
flytoagi/Awesome-AIGC-Info
About Curated tutorials and resources for Large Language Models and... |
|
Experimental |
| 123 |
joeljang/negated-prompts-for-llms
[NeurIPS 2022 Workshop] A Case Study with Negated Prompts using T0 (3B,... |
|
Experimental |
| 124 |
Simmon-Gomi/OneCopyThinker-Kids
ワンコピペで「かんたん→くわしく→深く考える」を実現する子供向け学習プロンプト |
|
Experimental |
| 125 |
aialt/GPT-4o-Image-Generation-Prompts
This repository contains curated prompts for using GPT-4o to generate images. |
|
Experimental |
| 126 |
jmrecodes/HackMD-notes
Accumulated General Knowledge Base HackMD notes |
|
Experimental |
| 127 |
Simmon-Gomi/onecopy-future-forecast
OneCopyThinker Future Forecast - ニュースから3-6ヶ月先を予測する1行プロンプト |
|
Experimental |
| 128 |
0x11c11e/MinimalPrompt
A minimal and curated repository of high-quality, productivity-enhancing... |
|
Experimental |