prompt

Awesome-Prompt-Engineering: Master GPT Prompts Quickly

A curated collection of prompt‑engineering resources for GPT, ChatGPT, PaLM and more—ideal for founders building AI‑driven products. 6.3k+ GitHub stars.
intermediate⏱ 30 minutes💵 Free (self-hosted)
6,360 stars+22★ this week776 forksTypeScriptGuide quality 8/10 · reviewed Oct 4Updated 10/7/2026100% free · open source
What it is

Use pre-existing resources to train your Generative Pre-trained Transformer (GPT) with the right chat prompts.

Real use case example

"A founder of a small e-commerce site uses pre-existing prompt templates to train a chatbot for customer support. The founder creates a template, uploads it to the library, and the model is ready to use within 30 minutes. Now the founder can handle frequent customer inquiries automatically, freeing up more time to focus on business growth."

Best insideClaude DesktopAny AI Client
When to use it
  • •When you need to optimize prompts for your chatbot or virtual assistant
  • •When you want to explore the capabilities and limitations of large language models
  • •When you need inspiration for designing effective prompts for your specific use case
Ready-to-paste prompt
Search for 'conversational AI' in the `README.md` file to find relevant resources and examples
Heads up: Note that some resources may require a GitHub account or specific permissions to access, and some linked repositories may have their own setup or installation requirements
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/awesome-prompt-engineering && curl -fsSL https://workflowstacks.com/api/skills/awesome-prompt-engineering/claude-skill -o ~/.claude/skills/awesome-prompt-engineering/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Awesome-Prompt-Engineering: Master GPT Prompts Quickly works
Codeflow
Free to inspect

Awesome-Prompt-Engineering: Master GPT Prompts Quickly is a medium TypeScript project (~3.2k lines across 38 code files). Expect some technical setup — comfortable with a terminal, or ask a developer. Last commit this month, Apache-2.0 license, no tests found.

Size
Medium codebase
~3.2k lines · 38 code files · 27 min skim
Setup
Some technical setup
Comfortable with a terminal? 20–40 min. Otherwise ask a dev.
Runs on
TypeScript
No API keys detected
TypeScript 95%Python 4%CSS 1%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    website/src/app/layout.tsx
    Inside website/src/ — the main logic begins here
What's in each folder
website/src/Core code — the actual logic35 files
_source/Folder4 files
scripts/Helper scripts1 files
website/public/Images & static assets6 files
.github/CI / automation (GitHub Actions)2 files
READMENo tests foundDocumentedCI checksApache-2.0 licenseUpdated this month
Quick Actions
Details
Creator
promptslab
Language
TypeScript
Category
prompt
Published
2/9/2023

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Show it off in your README:

Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/awesome-prompt-engineering.svg)](https://workflowstacks.com/skills/awesome-prompt-engineering?utm_source=github&utm_medium=badge)
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