GPT Prompt Engineer

AI-powered prompt engineering for GitHub

Free

GPT Prompt Engineer Overview

What is GPT Prompt Engineer?

The 'gpt-prompt-engineer' is an AI tool available on GitHub, created by 'mshumer'. The tool aims to enhance the workload of data engineers working with Generative Pretrained Transformer models (GPT-models). Its purpose is to automate and streamline the process of generating prompts that work well with GPT models. This is beneficial as it eliminates the manual task of trial-and-error in creating effective prompts, saving valuable time and resources. The tool contains a number of files and notebooks like 'Instruct_Prompt > Base_Model_Prompt_Converter.ipynb', 'XL_to_XS_conversion.ipynb', 'claude_prompt_engineer.ipynb' and 'gpt_prompt_engineer.ipynb', which facilitate the prompt generation process. The tool operates under MIT License providing users with the liberty to use, modify, and distribute the software. Through its public repository, it encourages wide community contribution towards its development. Help other people by letting them know if this AI was useful. Add your own prompts and outputs to help others understand how to use this AI.

Screenshot gallery

Pros & Cons

Pros

Public GitHub repository
Actively maintained
Automates prompt generation
Eliminates manual task
Saves time and resources
Multiple files and notebooks
Freedom to modify software
Supports community contribution
Prompt Generation
Resource Optimization
Jupyter Notebook support
Contains 'XL to XS conversion'
Automates Claude Prompt Engineering
Released under MIT License
ELO rating system
Handles classification tasks
Working with Anthropic's Claude 3 Opus
Optimizes Opus and Haiku models
Optional logging to Weights & Biases
Optional logging to Portkey
Possible to define multiple input variables
Optional use of Google Colab
Ability to add Anthropic API key
Built-in system for prompt testing and ranking
Generates, tests, and ranks prompts
Supports real-time information input
Handles Claude 3 Opus & Haiku conversion

Cons

Requires API key setup
Manual test case configuration
Limited to Jupyter notebooks
High running costs possible
Optional logging to third-party platforms
Potential latency for large datasets

A Professional Framework to Evaluate GPT Prompt Engineer

When considering GPT Prompt Engineer for integration into your organizational workflow, we recommend deploying a structured score card across three critical operational pillars: Security & Compliance, Integration Friction, and long-term Price Scalability. Rather than looking only at basic feature lists, modern procurement teams must assess how a software platform behaves under high load and how well it fits into the team's data security guidelines.

1. Security and Database Compliance

Depending on your operating region and field, ensure that GPT Prompt Engineer supports standard security layers such as SOC 2 Type II certifications, GDPR compliance, or HIPAA-compliant database encryption. If the tool connects directly to client database tables or handles user passwords, verify that they implement multi-factor authentication (MFA), single sign-on (SSO) integrations, and end-to-end data encryption in transit and at rest.

2. API Coverage and Custom Integrations

Siloed data is the primary cause of operational friction. Evaluate if GPT Prompt Engineer has native connectors for your current project trackers, messaging hubs, and customer communication channels. For custom developer requirements, check if they provide a fully documented REST API with reasonable rate limits, comprehensive Webhooks support, and robust SDK packages in your language. A flexible API layer saves hundreds of hours of manual copy-paste overhead.

3. Total Cost of Ownership (TCO)

SaaS pricing packages are often deceptively simple. When reviewing GPT Prompt Engineer's billing structure, map out your team's projected expansion over the next 12 to 24 months. Determine how costs scale as your customer database increases or as you add team members. Factor in setup costs, mandatory support plan upgrades, API access fees, and storage overage rates to understand the true cost before committing to a contract.

By combining verified user reviews from our directory with internal workflow pilot tests, your procurement team can make an informed decision that drives productivity without creating capital waste.

Features of GPT Prompt Engineer

GPT Models
Prompt Generation
GitHub Tool
Data Engineering
AI Assistance
Automation
Free

SaaS1to10 verified reviews for GPT Prompt Engineer

Overall rating

5.0

Based on 20 reviews

5.03 weeks ago

“Review”

I joined Kin's beta program on my iPhone XR. After upgrading to an iPhone 13, I found that I couldn't log into my existing account on the new phone, forcing me to create a new account. Now, I have two separate Kin accounts on different phones. Today, when I accessed the beta version of Kin, I got a notification stating that the test version ended on Monday, September 23rd. It instructed me to back up my data and move to the official Kin app. I did as advised—backed up my data, confirmed, uninstalled the beta app via TestFlight, and installed the official Kin app. However, when I attempted to “log in”, I was still unable to access my existing account. This issue hasn't been resolved yet. I have been trying desperately to get in contact with the support team. I left feedback through the test flight app and sent emails. No response. Now trying to find a forums, Reddit posts, TAAFT comments☻

Desiree Miller

5.03 weeks ago

“Review”

The website is pretty good but there are only a limited number of responses

Probal Roy

5.03 weeks ago

“Review”

An amazing app, I love the share feature and the comment section summaries

Silvia Cho

5.03 weeks ago

“Review”

O GPT faz uma análise melhor e mais personalizada.

Vinicius Vilela

5.03 weeks ago

“Review”

As the service was in beta-testing stage, I created there a dozen of AI-generated courses for free. I wanted to use them. Those courses remained in my account as they started subscription tiers. But recently I have found out that they were deleted. The support didn't answer to my e-mail at all.

Oldfag TV

5.03 weeks ago

“Review”

It's not even usable anymore, their website is literally a sponsor and that's it

LazyBones The Third

5.03 weeks ago

“Review”

Great idea, but does not find what you are looking for-about the same as Google Scholar

Andy

5.03 weeks ago

“Review”

Code varies from run to run. Still it is a helpful app. You can specify coding languages that are not in the dropdown menu.

Oran Kangas

5.03 weeks ago

“Review”

After my first use, I think it's surprisingly good. The only drawback so far is the PDF export option for the report which is formatless.

Alejandro Correa

5.03 weeks ago

“Review”

Really amazing! Makes learning content and engaging with things so much easier!

Jamie McDonald

5.03 weeks ago

“Review”

I tried NovelGPT a template in @Agentgpt and it did an excellent job writing the first two episodes of my novel complete with character descriptions, setting,plot points and well I think you get the point. Great tool can't wait to see it out of beta.

Kelli Crose

5.03 weeks ago

“Review”

Suppppeeeeerrr! Wowwww! @Mindsmith is absolutely fantastic! It is incredibly useful, easy to use, and very professional.

Claudia Scilletta

5.03 weeks ago

“Review”

I think it's the best @Image Generator I ever found on the net. It gives more accurate image according to the prompt. And thank you for keeping it for free.

My Sawsiri

5.03 weeks ago

“Review”

It's sad to see people want to try your tool out but you have no free sample for them. This may be the best tool out there, but, as mentioned, going through with the AI for minutes to explain what you want, then being prompted to pay, without even knowing if it CAN create something, is discouraging. I hope we can get a free sample or preview at one point, im interested in this one.

Ron Jayson

5.03 weeks ago

“Review”

NOt transparent, pricing not given, you cannot choose plan prior to registering, or even after that. One prompt free.

Tibor Prievara

5.03 weeks ago

“Review”

Finally, a prompt optimizer that makes sense, adding power to my own words. Easy to expand details, easy to go deeper and to get exactly what I need to squeeze out incredible results with ChatGPT. The Prompt_Enhancer setting is something serious. Thanks guys, keep on providing excellent AI tools!

Hollie Arsement

5.03 weeks ago

“Review”

I swear this actually saved me a lot. 100% recommend to anyone.

307LLL

5.03 weeks ago

“Review”

$20 LET ALONE $100!! is way to expensive for this, and they dont have an unlimited amount of generations even then. The UI is wonderful tho, but the prompts only work half the time (but props to the ui engineers)

project iris

5.03 weeks ago

“Review”

OctiAI makes you work SMARTER, not harder.

Caramelt

5.03 weeks ago

“Review”

This tool finally helps me understand what makes a great prompt. It doesn't just give me a better version, it shows me to get there by analyzing why the original prompt is weak and showing what to improve. The difference this makes to the final AI output is incredible. An essential tool for getting more accurate and detailed results, Great Job!

Milo Quinn