Prompt Engineering Systems Prompt Engineering Tools

There are 57 prompt engineering systems tools tracked. 2 score above 50 (established tier). The highest-rated is EgoAlpha/prompt-in-context-learning at 56/100 with 1,692 stars. 1 of the top 10 are actively maintained.

Get all 57 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	EgoAlpha/prompt-in-context-learning Awesome resources for in-context learning and prompt engineering: Mastery of...	56	Established	1,692	Jupyter Notebook
2	serenakeyitan/awesome-notebookLM-prompts A curated collection of the strongest NotebookLM slide prompts sourced from...	54	Established	1,106	—
3	BigBoySlave/Agents-Prompts # Agents-PromptsEste repositório contém os prompts usados nas principais...	46	Emerging	17	—
4	chr15m/runprompt Run LLM prompts from your shell	44	Emerging	430	Python
5	onamfc/agent-prompt-library A collection of reusable AI agent prompts for development workflows.	42	Emerging	10	—
6	Burhan-Q/proompt Structured abstractions for object-oriented Python LLM prompts	37	Emerging	4	Python
7	m3dcodie/prompt-contract The formal framework for Context Engineering. Move from "un-deterministic "...	37	Emerging	5	—
8	danielrosehill/System-Prompt-Library System prompts for AI agents and assistants (automatically populated);...	33	Emerging	47	Python
9	thibaultyou/prompt-blueprint Enterprise-grade prompt engineering toolkit: Distilled best practices,...	31	Emerging	19	—
10	CantCode023/peo.ai Optimize your prompts for better AI interactions.	31	Emerging	4	JavaScript
11	mihazs/petk Petk is an open-source CLI tool for creating, managing, and testing prompts...	30	Emerging	5	TypeScript
12	danielrosehill/AI-Agent-Ideation-Chatbot-System-Prompt System prompt (03/25) for a conversational AI agent and assistant idea generator	28	Experimental	13	—
13	Hassannewcode/AI-system-prompts A list of AI system prompts and architectures that AI has given out through...	28	Experimental	3	—
14	hungf1511/awesome-prompt-engineering ✨ Explore essential resources and techniques for effective prompt...	28	Experimental	3	—
15	trololollo78/Prompt-Engineering 🚀 Master prompt engineering to optimize AI interactions with guides,...	27	Experimental	5	—
16	DeanShandler123/promptier Compose, lint, and trace LLM system prompts	25	Experimental	6	TypeScript
17	ajaxdude/speakprompt A practical solution using Whisper.cpp & Llama.cpp for anyone wanting to...	25	Experimental	1	C++
18	robert-hoffmann/prompts Actual prompts, settings & guidelines i use for maintaining a mission...	25	Experimental	16	HTML
19	ahmadsheikhi89/Free-ChatGPT-Personas This repo provides copy-paste templates for the Personalization / Custom...	24	Experimental	10	—
20	agent-arts/prompt-editor 基于 CodeMirror 6 的提示词编辑器，纯 TypeScript 实现，框架无关。	23	Experimental	1	TypeScript
21	broomva/prompt-library Reusable, versioned prompt library for AI agents. Pull, push, and manage...	22	Experimental	—	Python
22	forxhunter/Scientific-Project-Initiation-Prompt-Workflow This project include the prompts to initalize a genral scientific project...	22	Experimental	4	Python
23	Courtney9265/re-think_protocol Transform probabilistic LLMs into deterministic state machines to improve...	22	Experimental	—	—
24	dwgoldie/gestalt A thinking protocol for language models	22	Experimental	—	Shell
25	hckhanh/format-prompt A utility to format prompts for a cleaner presentation and optimal token...	22	Experimental	—	TypeScript
26	cosmaadrian/apo-feature-discovery Repository for "Automatic Prompt Optimization for Dataset-Level Feature Discovery"	22	Experimental	1	Python
27	mmorerasanchez/democrito Visual foundation for prompt-x —prompt engineering workspace— lately...	22	Experimental	1	TypeScript
28	ChrisSc/prompt-chaining Turnkey prompt-chaining template for Claude/OpenAI workflows....	22	Experimental	3	Python
29	Banyango/Cantina A website for the margarita + lime + salt ecosystem	22	Experimental	—	HTML
30	NeoSkillFactory/prompt-optimizer Automatically analyzes and optimizes prompts for better LLM performance,...	21	Experimental	—	JavaScript
31	benkimz/promptx The Prompt-as-Code Specification - write executable programs in natural...	21	Experimental	—	—
32	kakarotoncloud/prompt-atlas A clean, auto-updated prompt library for real-world work: coding, data...	21	Experimental	—	Python
33	ramongs-dev/xml-prompt-docs XML Prompt Docs & Generator	21	Experimental	—	HTML
34	daniel-st3/ai-analytics-prompt-playbook A strict-mode AI prompt and automation playbook for modern data teams....	21	Experimental	—	—
35	nicorickert/prompt-trunk Decouple prompts from your codebase. A centralized registry for AI agent...	21	Experimental	—	—
36	djeada/llm-queries Practical Tips for Getting the Most Out of GPT and Other Large Language Models	21	Experimental	—	—
37	edgeless-ai/prompt-engineering-os The complete system for writing AI prompts that work in production. 30...	21	Experimental	—	—
38	piyushkadam96k/prompts-for-ai 🧠 Explore the hidden system prompts of 30+ AI tools (Claude, GPT, Gemini, and more).	20	Experimental	1	JavaScript
39	arenagroove/augmented-intelligence-toolkit Modular prompt system for transparent, multi-perspective, non-human AI reasoning.	19	Experimental	2	—
40	KazKozDev/dspy-prompt-optimizer AI agent that writes DSPy programs for you. Task description + examples →...	19	Experimental	—	Python
41	yawatako/CoreLink-Persona-Engine Multi-persona prompt framework for ChatGPT	18	Experimental	1	—
42	slee124565/two_tips_for_llm_prompt This project introduces two practical prompt engineering techniques,...	17	Experimental	—	—
43	ranitraj/multi-agent-prompt-optimizer Auto prompt optimizer consisting of two specialized agents working together...	17	Experimental	—	Makefile
44	LAJBY/LAJBI LAJBI: A powerful, structured prompt framework for multi-agent AI. Enables...	17	Experimental	—	—
45	pablo-chacon/Adversarial-LLM-Threats The triad of noisy prompts, weighted prompts, and context-key poisoning...	17	Experimental	—	—
46	Brew-and-Bugs-with-Ayush/MetaMind_Tuner A meta-cognitive prompt-finetuning system designed to boost LLM...	15	Experimental	—	Jupyter Notebook
47	NafisRayan/Master-Prompt-Architect A powerful, professionally designed web application for generating...	14	Experimental	—	TypeScript
48	mabu96/system-prompts-reference Curated collection of system prompts from 35+ AI products (Claude, GPT,...	14	Experimental	—	TypeScript
49	stretchable-borsh402/free-ai-prompt-templates Provide structured, free AI prompt templates using the RCTFE framework for...	14	Experimental	—	—
50	Shreyas-J-U/Promptly Promptly is a premium, AI native workspace designed for high performance...	13	Experimental	—	TypeScript
51	peplxx/jan-assistants Collection of useful Jan assistant presets.	13	Experimental	—	—
52	Gloomsen-SD/Gemini-Roleplay-Core Gemini Roleplay Core systemprompt, a framework for highly immersive,...	13	Experimental	—	—
53	pvenkatesh282675-ops/Promptly Promptly is a premium, AI native workspace designed for high performance...	13	Experimental	—	TypeScript
54	haneef1104/Prompt-Factory 🚀 Generate high-quality AI prompts with Prompt Factory, a multi-agent system...	13	Experimental	—	Python
55	Xlous2333/develop-ai-prompt 一个用于学习和实践开发型 AI 提示词工程的项目，包含了 Kilo Code 的 6A 开发模式指南和相关配置。	13	Experimental	2	—
56	girardmedia/10-Secrets-to-Maximize-Your-AI-Prompts 10 Game-Changing Secrets to Craft AI Prompts That Actually Work breaks down...	12	Experimental	1	—
57	ste316/prompts Collection of useful prompts	11	Experimental	—	Jupyter Notebook

Comparisons in this category

prompt-in-context-learning and Prompt-Engineering (56 vs 27) prompt-in-context-learning and awesome-prompt-engineering (56 vs 28) prompt-blueprint and Prompt-Engineering (31 vs 27)