langgptai/wonderful-prompts

Analysis updated 2026-07-03

★ 5,943Audience · generalComplexity · 1/5LicenseSetup · easy

Mindmap

mindmap
  root((repo))
    Everyday tasks
      Weekly reports
      Resume writing
      Grammar check
    Creative work
      Novel writing
      Viral titles
      Image prompts
    Developer tools
      Coding assistant
      Regex writer
      Linux terminal
    Personal growth
      Fitness plan
      Career planning
      Roleplay personas

mindmap root((repo)) Everyday tasks Weekly reports Resume writing Grammar check Creative work Novel writing Viral titles Image prompts Developer tools Coding assistant Regex writer Linux terminal Personal growth Fitness plan Career planning Roleplay personas

Click or tap to explore — scroll the page freely

What do people build with it?

USE CASE 1

Copy a ready-made prompt to have ChatGPT write a professional weekly report or a polished resume section in minutes.

USE CASE 2

Use the image-generation prompts to get detailed, effective descriptions for Midjourney or Stable Diffusion without learning prompt engineering from scratch.

USE CASE 3

Set ChatGPT to act as a coding assistant, regex writer, or simulated Linux terminal using one of the developer-focused persona prompts.

USE CASE 4

Pick a personal-development prompt to get a structured fitness plan, career guidance, or a Socratic questioning session tailored to your goals.

How does it compare?

	langgptai/wonderful-prompts	ed-donner/llm_engineering	moroshko/react-autosuggest
Stars	5,943	5,943	5,943
Language	—	Jupyter Notebook	JavaScript
Setup difficulty	easy	easy	easy
Complexity	1/5	2/5	2/5
Audience	general	developer	developer

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

How do you get it running?

Difficulty · easy Time to first run · 5min

MIT license: use freely for any purpose, including commercial projects, as long as you keep the copyright notice.

In plain English

This repository is a hand-picked collection of Chinese-language prompts for ChatGPT, put together by the LangGPT project team. The goal is to help Chinese-speaking users get better results from ChatGPT by providing ready-to-use instructions across a wide range of topics. Instead of spending time composing the right question from scratch, a user can pick a prompt from the appropriate category and get a noticeably better response. The collection covers practical everyday tasks: drafting weekly reports, generating resumes, correcting English grammar, translating text between Chinese and other languages, and brainstorming names for projects or businesses. For creative work, there are prompts that help with writing novels, producing viral social media titles, mimicking specific writing styles, and generating detailed descriptions for AI image tools like Midjourney and Stable Diffusion. Developers will find prompts that configure ChatGPT as a coding assistant, a regular expression writer, or a simulated Linux terminal. The collection also includes prompts for personal development, such as building a custom fitness plan, organizing one's thinking, career planning, and deepening understanding through structured questioning. There is a roleplay section where prompts configure ChatGPT to act as specific personas: a debate opponent, a motivational coach, a book critic, or a friendly companion. Most prompts are short enough to copy and paste directly into a ChatGPT conversation. Many come with screenshot examples showing what the AI output looks like in practice. No technical knowledge or software setup is needed. The project is MIT licensed and contributions are welcome via GitHub issues. The full README is longer than what was shown.

Copy-paste prompts

Prompt 1

From the wonderful-prompts collection, give me the prompt that configures ChatGPT as a Chinese-to-English translator that preserves tone and idioms, and apply it to this paragraph: [paste text].

Prompt 2

Using the wonderful-prompts roleplay section, set up ChatGPT as a debate opponent who argues the opposite of every position I take, responding in Chinese.

Prompt 3

Apply the Midjourney prompt template from wonderful-prompts to generate a detailed image description for a futuristic city scene at night, optimized for photorealistic output.

Prompt 4

Use the coding assistant prompt from wonderful-prompts to have ChatGPT review my Python script and suggest improvements with explanations in Chinese.

Frequently asked questions

What is wonderful-prompts?

A hand-picked collection of Chinese-language prompts for ChatGPT covering everyday tasks, creative writing, coding assistance, and roleplay personas. Copy and paste any prompt directly into ChatGPT to get noticeably better results without composing instructions from scratch.

What license does wonderful-prompts use?

MIT license: use freely for any purpose, including commercial projects, as long as you keep the copyright notice.

How hard is wonderful-prompts to set up?

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

Who is wonderful-prompts for?

Mainly general.

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