Trending Prompt Engineering Tools

Tools with the biggest quality score improvements over the last 16 days.

# Tool Change Score Tier
1 franklinkemta/codeindexer

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

 +21 35 Emerging
2 ebowwa/structured-prompts

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

 +19 33 Emerging
3 drorIvry/consisTent

A Comprehensive Testing Framework for Prompts

 +19 31 Emerging
4 yiouli/pixie-prompts

Manage prompt locally in your codebase, with Jinja rendering, variable...

 +17 37 Emerging
5 iam-abbas/limeprompt

Light weight prompter and parser for language models

 +16 19 Experimental
6 Skelf-Research/promptel

Declarative prompt engineering. Write once, run anywhere.

 +16 36 Emerging
7 nikolay-e/treemapper

Export your entire codebase to ChatGPT/Claude in one command. Structure +...

 +16 51 Established
8 connectaman/LoPace

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

 +16 51 Established
9 rosaia/langworks

Flexibly instruct and prompt LLMs in Python

+16 28 Experimental
10 puntorigen/code2prompt

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

 +16 41 Emerging
11 baselhusam/damj

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

 +16 27 Experimental
12 psyb0t/ezpyai

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

 +16 27 Experimental
13 Subhagatoadak/Prompt_Framework

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

 +16 41 Emerging
14 osteele/prompt-matrix.py

A Python package to expand prompt matrix strings.

 +16 26 Experimental
15 SamBroomy/typed-prompt

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

 +16 26 Experimental
16 sserada/dfcontext

Generate optimal LLM context from pandas DataFrames within a token budget.

 +15 37 Emerging
17 Gorav22/promptlang

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

 +15 44 Emerging
18 lpalbou/Contextuals

A lightweight Python library providing comprehensive contextual information...

 +15 27 Experimental
19 mpalermiti/which-claude

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

 +15 30 Emerging
20 JSONFIRST/n8n-nodes-jsonfirst

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

 +15 30 Emerging
21 SemTiOne/json_prompt_formatter

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

 +15 47 Emerging
22 verist-ai/verist

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

 +15 36 Emerging
23 OpenSoucrce/prompt-to-json

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

 +15 28 Experimental
24 NirDiamant/Prompt_Engineering

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

 +14 64 Established
25 sanarberkebayram/btw

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

 +14 36 Emerging
26 erikamatesz/simple-prompt-manager

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

 +14 26 Experimental
27 anptrs/flextex

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

 +13 29 Experimental
28 chigwell/tech-insights-extractor

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

 +13 21 Experimental
29 chigwell/image-text-structurizer

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

 +13 21 Experimental
30 promptg/spec

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

 +13 45 Emerging
31 Coolhand-Labs/coolhand-python

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

 +13 33 Emerging
32 nim-ai/betterprompt

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

 +13 33 Emerging
33 chigwell/llm-structured-summary

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

 +13 21 Experimental
34 promptg/starter-packs

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

 +13 46 Emerging
35 aicgen/aicgen

AI Config Generator

 +13 35 Emerging
36 Ertugrulmutlu/promptledger

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

 +13 25 Experimental
37 joeshub/promptlog

Version control for your AI prompts

 +13 29 Experimental
38 mramanindia/PromptVal

Promptfixer and evaluator

 +13 29 Experimental
39 damienSavoldelli/ai-prompt-runner

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

 +12 34 Emerging
40 LakshmiN5/promptqc

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

 +12 47 Emerging
41 yotambraun/promptbeacon

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

 +11 31 Emerging
42 anup4khandelwal/context-pack

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

 +11 31 Emerging
43 mohsinmv/promptref

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

 +10 32 Emerging
44 archubbuck/workspace-architect

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

 +10 47 Emerging
45 kaiogs07/zyron-reasoning

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

 +10 44 Emerging
46 kaustav1996/autoresearch-prompt-manager

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

 +10 24 Experimental
47 elder-plinius/CL4R1T4S

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

 +10 64 Established
48 DSXiangLi/DecryptPrompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

 +10 51 Established
49 netshdev/codingwithagent

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

 +9 29 Experimental
50 peanutsee/py-prompt-versioner

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

 +9 32 Emerging
51 Zizwar/vibe-note

Vibe note

 +8 30 Emerging
52 nurettincoban/ai-prd-workflow

A structured prompt pipeline that turns vague ideas into implementable RFCs...

 +8 55 Established
53 jorgegorka/ariadna

Ruby on rails meta-prompting, context engineering and spec-driven...

 +8 50 Established
54 genieincodebottle/schemalock

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

 +8 43 Emerging
55 JSONFIRST/jsonfirst-langchain

JSONFIRST integration package — jsonfirst.com

 +8 23 Experimental
56 nesvet/fln

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

 +8 33 Emerging
57 Maneesh-Relanto/Prompt-Run

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

 +8 33 Emerging
58 Mahmood-Anaam/arabic-visual-question-answering

Modular and extensible framework for Arabic Visual Question Answering (VQA)...

 +7 17 Experimental
59 jwalsh/files-to-prompt-el

Convert files to prompts for Large Language Models (LLMs) in Emacs.

 +7 17 Experimental
60 mmeents/Prompter

Prompter is a fancy copy-and-paste app to save notes from conversations with...

 +7 24 Experimental
61 SudoACoder/Chatgpt-prompt-Experiments

Creative Prompt Lab: Experiments in Maximizing LLM Potential

 +7 17 Experimental
62 docmh/CarlRRogers

GPT-Prompt for Carl R Rogers, the inventor of client-centered counseling.

+7 30 Emerging
63 koji/prompt

prompt to generate images

 +7 10 Experimental
64 itspatmorgan/ai-research-test-repo

Companion site to the Unknown Arts newsletter

 +7 17 Experimental
65 ktleary/tailspin-client

Interactive AI Story Generator

 +7 17 Experimental
66 HsiehShuJeng/scott-edge-extensions

My personal Edge extensions

 +7 19 Experimental
67 mirabdullahyaser/Fine-Tuning-GPT-3-for-Amazon-Support-Chatbot

Building a GPT-3 powered Amazon Support Bot for precise customer query...

 +7 23 Experimental
68 owencooke/proompt

An AI prompt saving, reusing, and sharing web app built using the FERN tech stack.

 +7 10 Experimental
69 mikeffendii/Building-Systems-with-the-ChatGPT-API

Building Systems with the ChatGPT API

 +7 36 Emerging
70 nodite/llm-guard-ts

The Security Toolkit for LLM Interactions (TS version)

 +7 17 Experimental
71 akoksal/MEAL

The code and data for our EMNLP 2023 Findings paper: MEAL.

 +7 10 Experimental
72 prompt-foundry/java-sdk

The prompt engineering, prompt management, and prompt evaluation tool for Java.

 +7 17 Experimental
73 aloth/KI-Buch-Begleitmaterialien

Offizielle Begleitmaterialien zum Bestseller 'KI für Content Creation'....

 +7 28 Experimental
74 Mahdi-Hazrati/Promptrammer

Who is Promptrammer? / The Promptrammer Official Paper

 +7 17 Experimental
75 antononcube/Raku-LLM-Prompts

Raku package facilitating the creation, storage, retrieval, and curation of...

 +7 25 Experimental
76 mdabir1203/PromptBazaarAI

A Bangla-first AI prompt selling and creator platform built with React, Vite...

 +7 19 Experimental
77 DitterLogging/chatgpt-jailbreak

ChatGPT Exploits

 +7 21 Experimental
78 rhajizada/copycat

CLI tool to copy your project source code as Markdown to clipboard for...

 +7 19 Experimental
79 lathashree01/prompt-engineering-guides

Curated prompt engineering guides for LLMs

 +7 11 Experimental
80 rnddave/qr-code-generator

I used prompt engineering with Claude.ai to create a QR Generator

 +7 18 Experimental
81 androchentw/ChatGPT-Prompt-Book

Effective ChatGPT prompt as a book

 +7 17 Experimental
82 bingryan/WeChatAI

All in One AI Chat Tool( GPT-4 / GPT-3.5 /OpenAI API/Azure OpenAI/Prompt...

 +7 40 Emerging
83 myselfshravan/fastiq-genai

FastIQ is an innovative platform designed to streamline the integration and...

 +7 21 Experimental
84 mohiteamit/prompt-engineering-playbook

Prompt engineering playbook

 +7 29 Experimental
85 xpepper/goose-game-ai-driven

A code kata to practice prompt engineering while doing TDD

 +7 11 Experimental
86 calvin-fei/prompting-engineering-practices

Cheng's ongoing practices on AIGC prompting engineering.

 +7 10 Experimental
87 LuisGot/FilePrompt

A modern desktop application that transforms your codebase into customizable...

 +7 23 Experimental
88 Fuuuuuji/BigJourney

⛵️Use it like Midjourney, and you'll find it even better!

 +7 17 Experimental
89 RedBeret/ChatGPT-Prompt-Engineering-for-Developers

🚀 Learn prompt engineering with LLMs and build powerful applications. Free...

 +7 30 Emerging
90 voaneves/voaneves

:octocat: Hello! This repository is for the welcome message on my Github...

 +7 10 Experimental
91 Siberpone/ponyverse

Configurable dynamic pony prompt helper for Stable Diffusion Web UI.

 +7 19 Experimental
92 FelLeMeoi/MyPrompts

My Prompts

 +7 22 Experimental
93 Shchoholiev/shopping-assistant-api

.NET Back-end API with OpenAI integration for a Shopping Assistant that...

 +7 11 Experimental
94 genia-dev/vibraniumdome-docs

LLM Security Platform Docs

 +7 10 Experimental
95 eumel8/ai-commit

A Git Commit Hook with AI Support

 +7 12 Experimental
96 AI-everyday/Gradio_GettingStarted

Gradio is the fastest way to demo your machine learning model with a...

 +7 18 Experimental
97 chokkipaterne/promptopia

Promptopia is a community-driven platform dedicated to discovering and...

 +7 10 Experimental
98 Jewelzufo/collaborative-prompting

Article: Julian A. Gonzalez, 2025

+7 17 Experimental
99 itspatmorgan/unknown-arts-ai

Knowledge base companion to the Unknown Arts newsletter.

 +7 18 Experimental
100 ovitrac/generativeSimulation

🌱 This repository is devoted to the emergence of Generative Simulation—a...

 +7 27 Experimental