Awesome Prompts
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, promp
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Awesome Prompts 🪶
Curated prompts, frameworks, and papers — with an engineering bias.
Deutsch | English | Español | français | 日本語 | 한국어 | Português | Русский | 中文
The prompt engineering world has split into two camps:
- Camp 1 — Prompt templates: collect system prompts, share copy-paste recipes, curate persona prompts. Useful, but limited.
- Camp 2 — Prompt as engineering: compile LM programs (DSPy), test and regress prompts (promptfoo), control generation structurally (Guidance), optimize prompts automatically (TextGrad, GEPA). This is where the long-term value is.
This repo covers both. The engineering camp gets more space.
Table of Contents
- 📋 Prompts — copy-paste ready
- Coding & Development
- DevOps & SRE
- Data Engineering
- AI & ML
- Product & Strategy
- Project Management
- Healthcare & Clinical
- Legal & Compliance
- Knowledge & Documentation
- Writing & Academic
- Learning & Education
- Research & Analysis
- Productivity & Tasks
- Safety & Compliance
- Meta & Prompt Engineering
- Image & Video Generation
- Creative & Role-play
- Translation
- Legacy (2023 era)
- 🔬 Frameworks — the engineering camp
- Prompt Programming
- Automatic Prompt Optimization
- Eval & Testing
- Red Team & Security
- Low-Code & Workflow Platforms
- 🕵️ System Prompt Leaks — learn from production
- 🧠 Prompt Engineering — techniques & defense
- 🔭 Context Engineering
- 🤖 Agent Ecosystem — MCP, Skills, Harness
- 📖 Official Guides
- 📄 Papers — Foundations, Optimization, Reasoning, RAG, Agents, Multi-Agent, Safety, Self-Improving Agents, Tool Use, Evaluation, Memory, Multimodal
- 🛠 Tools & Libraries
Prompts
All prompts are open — click, copy, use directly.
Coding & Development
Don't lose this
Three weeks from now, you'll want Awesome Prompts again. Will you remember where to find it?
Save it to your library and the next time you need Awesome Prompts, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
⚡ Pro tip for geeks: add a-gnt 🤵🏻♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
Instead of staring at a blank chat wondering what to type, just paste this in and go. Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, promp. You can tweak the parts in brackets to make it yours. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
Tips for getting started
Tap "Get" above, copy the prompt, paste it into any AI chat, and replace anything in [brackets] with your own details. Hit send — that's it.
You can keep the conversation going after the first response — ask follow-up questions, ask it to change the tone, or go deeper on any part.
What's New
Imported from GitHub
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