Prompt Engineering Tools

Tools for building, testing, refining, and managing AI prompts through composition, optimization, and orchestration. Includes prompt templating, dynamic selection, token optimization, and multi-provider prompt management. Does NOT include domain-specific RAG systems, retrieval mechanisms, or end-to-end chat applications.

There are 25 prompt engineering tools tracked. The highest-rated is ArchiJones-AI/PRISM at 33/100 with 2 stars.

Get all 25 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	ArchiJones-AI/PRISM PRISM v3.4: Progressive Retrieval-Optimised Information Structure Maker - A...	33	Emerging	2	—
2	SAP-samples/codejam-ai-prompt-engineering-and-orchestration In this workshop you will learn more about Prompt Engineering, AI principles...	29	Experimental	4	—
3	busycaesar/PromptlicityAI PromptlicityAI is a platform for storing and managing custom content,...	27	Experimental	5	Python
4	ElmiraGhorbani/dynamic_prompting Dynamic Few-Shot Prompting is a Python package that dynamically selects N...	27	Experimental	6	Python
5	GowthamInti/PromptPit Prompt Pit is a workspace for building, refining, and managing AI prompts...	25	Experimental	2	JavaScript
6	moe-mizrak/laravel-prompt-alchemist Versatile LLM Tool Use (Function Calling) package for Laravel, compatible...	25	Experimental	5	PHP
7	GetachewAbebe/Prompt_Engineering_using_Precision_RAG This project aims to develop an enterprise-grade Retrieval-Augmented...	24	Experimental	3	Python
8	neeboo/prompt-compiler A state-of-the-art AI prompt compiler	24	Experimental	1	Rust
9	d-barletta/recursive-prompt-improver RPI is a desktop/web application for testing, improving, and managing LLM...	23	Experimental	5	JavaScript
10	AkshatG09/RAG-Prompt-Generator A Retrieval-Augmented Generation (RAG) application using FastAPI, ChromaDB,...	22	Experimental	—	Python
11	gafaar22/recursive-prompt-improver 🛠 Enhance LLM prompts effortlessly with RPI, a tool for testing, improving,...	22	Experimental	—	JavaScript
12	Arsenalfleer78/prompt-caching Explain, monitor, and improve Anthropic prompt caching in applications using...	22	Experimental	—	TypeScript
13	welilov/prompt-pro Manage and compose reusable AI prompt components with a modular CLI that...	22	Experimental	—	Python
14	aribsh/guizang-s-prompt 🖼️ Discover high-quality AI prompts for image, text, and video generation,...	22	Experimental	—	—
15	deuspoeticus/signifier-engine A RAG-based prompt generator utilizing a curated knowledge base of...	19	Experimental	—	—
16	geminimir/promptproof-demo-project Support & RAG Assistant demo using PromptProof SDK + Action. Records LLM...	18	Experimental	3	TypeScript
17	GvHemanth/Prompt-Engineering-GPT-Assistants-API-using-RAG This project showcases the implementation of a prompt engineering using the...	18	Experimental	5	Python
18	kotodama-framework/kotodama-framework A modular prompt architecture for LLM behavior control. YAML-based framework...	16	Experimental	1	—
19	empiredestroyer/AI-Prompt-Enhancer 🚀 Enhance prompts effortlessly with AI-Prompt-Enhancer. Transform simple...	15	Experimental	1	—
20	Sucotasch/Repo-Prompt-Generator Generating gemini.md prompt and code audit based on github or local repository.	14	Experimental	—	TypeScript
21	tony-hong/ramp LREC-COLING 24: Retrieval-Augmented Modular Prompt Tuning for Low-Resource...	14	Experimental	3	Jupyter Notebook
22	geminimir/promptproof Deterministic LLM testing for CI. Record→Replay + policy-as-code to block...	14	Experimental	3	TypeScript
23	koodfandan/-prompt-engineering-skills-repo- Codex prompt engineering skills based on the DAIR Prompt Engineering Guide,...	14	Experimental	—	—
24	xyzbit/ino This is a knowledge system that provides all the contexts that the prompt...	13	Experimental	2	Go
25	jperrone2024/owlone-system-prompts System prompts and prompt templates for GenAI agents	11	Experimental	—	—