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What is chatgpt_system_prompt?

louisshark/chatgpt_system_prompt — explained in plain English

Analysis updated 2026-06-24

10,563HTMLAudience · generalComplexity · 1/5Setup · easy

In one sentence

A community-collected library of system prompts from real ChatGPT custom GPTs and AI products, shared to help people learn how AI assistants are instructed and how to protect their own prompts from being leaked.

Mindmap

mindmap
  root((chatgpt-prompts))
    What it does
      Prompt collection
      Education resource
      Security examples
    Content
      Custom GPT prompts
      Injection examples
      Protection guides
    Use Cases
      Learn prompt design
      Build custom GPTs
      Security study
    Tools
      Table of contents
      CLI search tool
Click or tap to explore — scroll the page freely

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

What do people build with it?

USE CASE 1

Study real system prompts from popular custom GPTs to learn how to write effective instructions for your own AI assistant

USE CASE 2

Find examples of how GPT builders protect their system prompts from being revealed through prompt injection

USE CASE 3

Reference existing prompts when building a custom GPT for a specific use case like customer support or coding help

What is it built with?

HTML

How does it compare?

louisshark/chatgpt_system_promptmicrosoft/fluentui-system-iconscoolwanglu/pdf2htmlex
Stars10,56310,54210,586
LanguageHTMLHTMLHTML
Setup difficultyeasyeasyhard
Complexity1/51/54/5
Audiencegeneraldesignerdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min

So what is it?

This repository is a collection of system prompts used by ChatGPT custom GPTs and other AI products. A system prompt is the hidden set of instructions that shapes how an AI assistant behaves in a particular context, for example telling it to act as a customer support agent or a coding helper. The collection here is shared for educational purposes, specifically to help people understand how these prompts are written and to illustrate security considerations around keeping them private. The main content is a table of contents file listing the available prompts organized by the name of the custom GPT they came from. You can search that file for a specific GPT name to find its prompt. There is also a command-line tool in the scripts folder called idxtool for searching if you have cloned the repository locally. Separate guides cover how to retrieve system prompts, how to protect your own GPT instructions from being leaked, how to contribute new prompts, and where to find additional learning resources. The project also documents prompt injection, which is a technique where someone tries to override or reveal a system prompt by crafting specific inputs. The README states that many GPT authors have responded to this project by improving how they protect their prompts, which the project treats as a positive outcome aligned with its educational purpose. The repository is primarily useful to people who want to study how effective system prompts are structured, anyone building their own custom GPTs who wants examples to learn from, or developers thinking about how to keep their own instructions secure. No installation is needed to browse the content, and the table of contents file is the main entry point for exploring what is available.

Copy-paste prompts

Prompt 1
Search this collection for a system prompt from a coding assistant GPT and adapt it to create my own code review bot.
Prompt 2
Show me examples from this repo of how custom GPT system prompts handle attempts to get the AI to reveal its instructions.
Prompt 3
Based on the system prompts in this collection, write a system prompt for a customer support bot that keeps its instructions confidential.
Prompt 4
Find a writing assistant system prompt in this repo and explain what makes its instruction structure effective for that use case.

Frequently asked questions

What is chatgpt_system_prompt?

A community-collected library of system prompts from real ChatGPT custom GPTs and AI products, shared to help people learn how AI assistants are instructed and how to protect their own prompts from being leaked.

What language is chatgpt_system_prompt written in?

Mainly HTML. The stack also includes HTML.

How hard is chatgpt_system_prompt to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is chatgpt_system_prompt for?

Mainly general.

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