STACKQUADRANT

Prompt Engineering

Tools for crafting, testing, and managing prompts

48 repos

LouisShark/chatgpt_system_prompt

6.5

A collection of GPT system prompts and various prompt injection/leaking knowledge.

10.6k1.5kHTML

ZeroLu/awesome-nanobanana-pro

6.5

🚀 An awesome list of curated Nano Banana pro prompts and examples. Your go-to resource for mastering prompt engineering and exploring the creative potential of the Nano banana pro(Nano banana 2) AI image model.

10.1k850

Arize-ai/phoenix

7.4

AI Observability & Evaluation

10.0k906Python

nidhinjs/prompt-master

5.9

A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention

8.7k1.0k

rockbenben/ChatGPT-Shortcut

7.3

🚀💪Maximize your efficiency and productivity. The ultimate hub to manage, customize, and share prompts. (English/中文/Español/العربية). 让生产力加倍的 AI 快捷指令。更高效地管理提示词,在分享社区中发现适用于不同场景的灵感。

8.5k939TypeScript

ai-boost/awesome-prompts

6.6

Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.

8.1k753

jamez-bondos/awesome-gpt4o-images

5.8

Awesome curated collection of images and prompts generated by GPT-4o and gpt-image-1. Explore AI generated visuals created with ChatGPT and Sora, showcasing OpenAI’s advanced image generation capabilities.

8.1k1.8kJavaScript

NirDiamant/Prompt_Engineering

6.0

This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essential resource for mastering the art of effectively communicating with and leveraging large language models in AI applications.

7.6k976Jupyter Notebook

mufeedvh/code2prompt

7.4

A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

7.4k425Rust

AI4Finance-Foundation/FinRobot

7.0

FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀

7.2k1.2kJupyter Notebook

NeoVertex1/SuperPrompt

5.6

SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.

6.4k574

swyxio/ai-notes

6.9

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

6.2k554HTML

aimhubio/aim

7.0

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

6.1k394Python

zou-group/textgrad

6.0

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.

3.6k292Python

microsoft/Trace

5.5

End-to-end Generative Optimization for AI Agents

73958Python

teilomillet/gollm

6.0

Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.

66464Go

jxzhangjhu/Awesome-LLM-Prompt-Optimization

4.0

Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

40821

OnlyTerp/openclaw-optimization-guide

4.9

Make your OpenClaw AI agent faster, smarter, and cheaper. Speed optimization, memory architecture, context management, model selection, and one-shot development guide.

34142TypeScript

vibe-log/vibe-log-cli

5.3

A CLI tool for logging and analyzing Claude Code and Cursor ai-driven coding session.

32821TypeScript

shobrook/promptimal

3.5

A very fast, very minimal prompt optimizer

30115Python

XBigRoad/prompt-optimizer-studio

4.7

可同时输入多个初版提示词,开启多轮自动优化,连续得到高分后得到最终结果。

21719TypeScript

ckelsoe/prompt-architect

4.9

Claude Code skill that transforms vague prompts into structured, expert-level prompts using 7 research-backed frameworks (CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD)

18121Python

automl/promptolution

5.0

A unified, modular Framework for Prompt Optimization

13714Python

shinpr/mcp-image

4.4

MCP server for AI image generation and editing with automatic prompt optimization and quality presets (fast/balanced/quality). Powered by Gemini (Nano Banana 2 & Pro).

11619TypeScript