Trending Prompt Engineering Tools

Tools with the biggest quality score improvements over the last 8 days.

# Tool Change Score Tier
1 damienSavoldelli/ai-prompt-runner

Deterministic stateless multi-provider AI prompt runner for CLI, scripts,...

 +17 39 Emerging
2 archubbuck/workspace-architect

Workspace Architect is a zero-friction CLI tool that provides curated...

 +17 54 Established
3 puntorigen/code2prompt

NodeJS Class for transforming a given codebase directory into an LLM prompt

 +17 42 Emerging
4 kaustav1996/autoresearch-prompt-manager

Autonomous prompt management with versioning, A/B experiments, metrics, and...

 +16 30 Emerging
5 JSONFIRST/n8n-nodes-jsonfirst

Official JSONFIRST community node for n8n — Convert natural language to...

 +16 31 Emerging
6 kaiogs07/zyron-reasoning

Reasoning architecture for AI coding assistants. Install in 1 command.

 +16 50 Established
7 mpalermiti/which-claude

Find the right Claude model for your prompts. Compare Haiku, Sonnet, and...

 +16 31 Emerging
8 genieincodebottle/schemalock

LLM output contract testing CLI, define what your pipeline must return, test...

 +15 50 Established
9 peanutsee/py-prompt-versioner

Lightweight prompt version control for AI Engineers. Feature-rich Markdown...

 +15 38 Emerging
10 mohsinmv/promptref

Git-like version control for LLM prompts. Track, diff, branch, and rollback...

 +15 37 Emerging
11 yotambraun/promptbeacon

PromptBeacon is a Python toolkit and CLI for monitoring how brands appear in...

 +14 34 Emerging
12 JSONFIRST/jsonfirst-langchain

JSONFIRST integration package — jsonfirst.com

 +14 29 Experimental
13 Ertugrulmutlu/promptledger

Local-first prompt version control for developers: Git-style history & diffs...

 +14 26 Experimental
14 franklinkemta/codeindexer

A lightweight CLI to index a codebase and create a context-ready prompt file

 +14 28 Experimental
15 connectaman/LoPace

LoPace is a bi-directional encoding framework designed to reduce the storage...

 +14 49 Emerging
16 langguard/langguard-python

LangGuard Python Library

 +13 26 Experimental
17 sanarberkebayram/btw

Bring The Workflow - AI-aware agent, file, and workflow package manager

 +13 35 Emerging
18 drorIvry/consisTent

A Comprehensive Testing Framework for Prompts

 +13 25 Experimental
19 verist-ai/verist

Replay + diff for AI decisions. Deterministic, audit-first workflow kernel.

 +13 34 Emerging
20 psyb0t/ezpyai

A Python utility library to make your life easier and your AI dreams a...

 +13 24 Experimental
21 uxname/kodu

High-performance CLI to prepare codebase for LLMs, automate reviews, and...

 +13 37 Emerging
22 osteele/prompt-matrix.py

A Python package to expand prompt matrix strings.

 +12 22 Experimental
23 OpenSoucrce/prompt-to-json

Convert natural language prompts to structured JSON using OpenAI's GPT models.

 +12 25 Experimental
24 anptrs/flextex

Pure Python, lightweight, extensively tested, full-featured text template library.

 +12 28 Experimental
25 baselhusam/damj

Python Package for creating a well-defined prompts integrated with specified...

 +12 23 Experimental
26 SamBroomy/typed-prompt

A simple type-safe, validated prompt management system for LLMs

 +12 22 Experimental
27 ebowwa/structured-prompts

A modular package for managing structured prompts with any LLM API. Supports...

 +12 26 Experimental
28 Coolhand-Labs/coolhand-python

Zero-config LLM cost & quality monitoring for Python apps - automatically...

 +12 32 Emerging
29 nim-ai/betterprompt

Language-agnostic algorithm for intelligently merging and upgrading natural...

 +12 32 Emerging
30 iam-abbas/limeprompt

Light weight prompter and parser for language models

 +12 15 Experimental
31 mramanindia/PromptVal

Promptfixer and evaluator

 +12 28 Experimental
32 lpalbou/Contextuals

A lightweight Python library providing comprehensive contextual information...

 +12 24 Experimental
33 chigwell/tech-insights-extractor

tech-insights-extractor summarizes tech breakthroughs, extracts key...

 +12 20 Experimental
34 rosaia/langworks

Flexibly instruct and prompt LLMs in Python

+12 24 Experimental
35 aicgen/aicgen

AI Config Generator

 +12 34 Emerging
36 Subhagatoadak/Prompt_Framework

Prompt_Framework is a Python package that provides a set of flexible...

 +12 37 Emerging
37 Gorav22/promptlang

a one and only prompt programming language that can create the whole website...

 +11 40 Emerging
38 Maneesh-Relanto/Prompt-Run

curl for prompts. Run .prompt files against any LLM (Anthropic, OpenAI,...

 +11 36 Emerging
39 Skelf-Research/promptel

Declarative prompt engineering. Write once, run anywhere.

 +11 31 Emerging
40 joeshub/promptlog

Version control for your AI prompts

 +11 27 Experimental
41 anup4khandelwal/context-pack

Task-specific repo context bundler for Claude Code & OpenAI Codex

 +11 31 Emerging
42 chigwell/llm-structured-summary

This package would process text input, such as a research paper title or...

 +11 19 Experimental
43 SemTiOne/json_prompt_formatter

A CLI and Python tool for converting text prompts into structured JSON/JSONL...

 +11 43 Emerging
44 chigwell/image-text-structurizer

A new package that processes user-provided text descriptions of images and...

 +11 19 Experimental
45 promptg/starter-packs

Official PromptG starter packs: curated prompt + template packs (JSON) for...

 +11 44 Emerging
46 promptg/spec

PromptG: open standard JSON format for prompts, templates, and prompt packs

 +10 42 Emerging
47 erikamatesz/simple-prompt-manager

A very simple and lightweight library designed for managing and generating...

 +10 22 Experimental
48 kiyoshisasano/llm-failure-atlas

A graph-based failure modeling and deterministic detection system for LLM...

 +10 32 Emerging
49 nesvet/fln

Feed your entire codebase to any LLM in one shot. No attachment limits, no...

 +10 35 Emerging
50 LakshmiN5/promptqc

ESLint for your system prompts — catch contradictions, anti-patterns,...

 +10 45 Emerging
51 takashiishida/arxiv-to-prompt

Transform arXiv papers into a single LaTeX source that can be used as a...

 +8 58 Established
52 netshdev/codingwithagent

Production-ready coding standards for AI coding agents (Cursor, Windsurf,...

 +8 28 Experimental
53 pezzolabs/pezzo

🕹️ Open-source, developer-first LLMOps platform designed to streamline...

 +8 58 Established
54 microsoft/promptbench

A unified evaluation framework for large language models

 +7 70 Verified
55 L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN

如何将ChatGPT调教成一只猫娘

 +7 36 Emerging
56 kyegomez/tree-of-thoughts

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem...

 +7 62 Established
57 promptslab/Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based...

 +7 74 Verified
58 Helicone/helicone

🧊 Open source LLM observability platform. One line of code to monitor,...

 +7 81 Verified
59 rockbenben/ChatGPT-Shortcut

🚀💪Maximize your efficiency and productivity. The ultimate hub to manage,...

 +7 70 Verified
60 protectai/llm-guard

The Security Toolkit for LLM Interactions

 +7 74 Verified
61 Mirascope/mirascope

The LLM Anti-Framework

 +7 87 Verified
62 Arize-ai/phoenix

AI Observability & Evaluation

 +7 94 Verified
63 microsoftarchive/promptbench

A unified evaluation framework for large language models

 +7 45 Emerging
64 elder-plinius/CL4R1T4S

LEAKED SYSTEM PROMPTS FOR CHATGPT, GEMINI, GROK, CLAUDE, PERPLEXITY, CURSOR,...

 +7 61 Established
65 f/prompts.chat

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from...

 +7 73 Verified
66 Agenta-AI/agenta

The open-source LLMOps platform: prompt playground, prompt management, LLM...

 +7 72 Verified
67 CyberAlbSecOP/Awesome_GPT_Super_Prompting

ChatGPT Jailbreaks, GPT Assistants Prompt Leaks, GPTs Prompt Injection, LLM...

 +7 63 Established
68 NirDiamant/Prompt_Engineering

This repository offers a comprehensive collection of tutorials and...

 +7 57 Established
69 DSXiangLi/DecryptPrompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

 +7 48 Emerging
70 algorithmicsuperintelligence/optillm

Optimizing inference proxy for LLMs

 +7 62 Established
71 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

 +7 36 Emerging
72 langfuse/langfuse

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals,...

 +7 95 Verified
73 Haaaiawd/ANWS

🚀 A spec-driven workflow framework for AI-assisted development. Empowers...

 +7 62 Established
74 trigaten/Learn_Prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join...

 +7 48 Emerging
75 aimhubio/aim

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

 +7 57 Established
76 thinkingjimmy/Learning-Prompt

Free prompt engineering online course. ChatGPT and Midjourney tutorials are...

 +7 45 Emerging
77 NeoVertex1/SuperPrompt

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

 +7 40 Emerging
78 langgptai/wonderful-prompts

🔥中文 prompt 精选🔥，ChatGPT 使用指南，提升 ChatGPT 可玩性和可用性！🚀

 +7 51 Established
79 OpenPipe/OpenPipe

Turn expensive prompts into cheap fine-tuned models

 +7 44 Emerging
80 swyxio/ai-notes

notes for software engineers getting up to speed on new AI developments....

 +7 55 Established
81 ai-boost/awesome-prompts

Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store....

 +7 48 Emerging
82 atfortes/Awesome-LLM-Reasoning

From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓

 +7 46 Emerging
83 MadcowD/ell

A language model programming library.

 +7 46 Emerging
84 Eladlev/AutoPrompt

A framework for prompt tuning using Intent-based Prompt Calibration

+7 51 Established
85 langgptai/LangGPT

LangGPT: Empowering everyone to become a prompt expert! 🚀 📌...

 +7 55 Established
86 luban-agi/Awesome-AIGC-Tutorials

Curated tutorials and resources for Large Language Models, AI Painting, and more.

+7 44 Emerging
87 promptslab/Awesome-Prompt-Engineering

This repository contains a hand-curated resources for Prompt Engineering...

 +7 69 Established
88 linshenkx/prompt-optimizer

一款提示词优化器，助力于编写高质量的提示词

 +7 72 Verified
89 Hunyuan-PromptEnhancer/PromptEnhancer

PromptEnhancer is a prompt-rewriting tool, refining prompts into clearer,...

 +6 54 Established
90 jamez-bondos/awesome-gpt4o-images

Awesome curated collection of images and prompts generated by GPT-4o and...

 +6 52 Established
91 YouMind-OpenLab/awesome-nano-banana-pro-prompts

🍌 World's largest Nano Banana Pro prompt library — 10,000+ curated prompts...

 +4 68 Established
92 microsoft/genaiscript

Automatable GenAI Scripting

 +4 74 Verified
93 mufeedvh/code2prompt

A CLI tool to convert your codebase into a single LLM prompt with source...

 +4 61 Established
94 ZeroLu/awesome-nanobanana-pro

🚀 An awesome list of curated Nano Banana pro prompts and examples. Your...

 +4 55 Established
95 asgeirtj/system_prompts_leaks

Collection of extracted System Prompts from popular chatbots like ChatGPT,...

 +4 63 Established
96 LouisShark/chatgpt_system_prompt

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

 +4 65 Established
97 ianarawjo/ChainForge

An open-source visual programming environment for battle-testing prompts to LLMs.

 +3 51 Established
98 spcl/graph-of-thoughts

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems...

 +3 54 Established
99 VersusControl/devops-ai-guidelines

First AI Journey for DevOps - with comprehensive learning paths, practical...

 +3 67 Established
100 ptcodes/promptml

Type-safe LLM prompt templates for Rust — catch missing variables at compile time.

 +2 25 Experimental