PM Prompt Library 🚀

A curated collection of the best prompts and prompt libraries for Product Leaders. This artifact has been co-created by Claude :)

About This Library

This is a living document that collects high-quality prompts and prompt libraries discovered during product management work. Each entry includes metadata tags to help identify patterns and enable future reorganization as the collection grows.

Version: 1.9.0
Last Updated: Aug 2025
Maintained by: @survivalcrziest | Back to Home

Table of Contents

  1. Prompt Library Collection
  2. Prompt Optimization
  3. Image Generation
  4. Product Feedback & Critique
  5. Tag Index
  6. Future Evolution

How to Use This Library

Browse the collection below, use the tags to find relevant prompts, and contribute your own discoveries! Each entry includes:

Contributing

Found a great prompt library? Submit a PR with:

Prompt Library Collection

1. Anthropic Prompt Library

URL: https://docs.anthropic.com/en/resources/prompt-library/library
Notes: Optimized prompts for a breadth of business and personal tasks
Tags: general, creative, writing, problem-solving, ideation, playful, productivity, collaboration, claude

2. God of Prompt

URL: https://www.godofprompt.ai/prompt-library
Notes: AI prompts for ChatGPT & Midjourney designed to supercharge your business and boost your productivity
Tags: general, creative, image, business, writing, productivity, chatgpt, midjourney

URL: https://ai.google.dev/gemini-api/prompts
Notes: Google Gemini Prompt Gallery
Tags: writing, coding, creativity, gemini

Prompt Optimization

4. Prompting AI for knowledge work

URL: https://productleadershipjournal.substack.com/p/prompting-pro-tips-advice-for-new
Notes: My 5 pro-tips on prompting AI for knowledge work
Tags: problem-solving, research, ideation, collaboration, claude, chatgpt, gemini

5. Maximize LLM response quality

URL: https://x.com/SullyOmarr/status/1907106191798685948
Prompt:

Before you start ask me x questions

Tags: problem-solving, research, ideation, collaboration, claude, chatgpt, gemini

6. Context Window Alleviation

URL: https://github.com/survivalcrziest/survivalcrziest.github.io/blob/master/ai/prompts/context_window_alleviation.md
Notes: Hack for working effectively with limited context windows
Tags: writing, problem-solving, research, coding, collaboration, claude, chatgpt, gemini

7. Prompt Engineer Meta-Prompt

URL: https://www.reddit.com/r/ChatGPTPromptGenius/comments/1ksiabt/the_only_prompt_you_need_to_be_a_prompt_engineer/
Notes: Go beyond instruction—design interactions
Tags: product, product-management, prompt-engineering, prompt-architect, coding, creativity, chatgpt

8. JSON prompting

URL: https://x.com/aivanlogic/status/1949397691890614628
Notes: JSON prompting
Tags: research, ideation, claude, chatgpt, gemini, problem-solving, coding, writing

9. GPT-5 Prompting Guide

URL: https://designs.magicpath.ai/v1/sturdy-valley-4825
Notes: GPT-5 Prompting Guide
Tags: chatgpt, prompt-engineering, optimization

Image Generation

10. Advanced Image Generator

URL: https://x.com/godofprompt/status/1909741000861663713
Notes: Precise image generation with ChatGPT image gen
Tags: image, chatgpt, ideation, creativity

Product Feedback & Critique

11. Crawl Reddit to analyze product feedback

URL: **Prompt:**

I’m a product manager and I would like to get a weekly report on feedback for my product, Foobar. Visit the Foobar sub-reddit (r/foobar) and prepare a 1-page report summarizing:

  1. Top issues people are complaining about
  2. Top features that people are praising
  3. The top commentors in the subreddit Make the final report available as a markdown file for download

Tags: product, product-management, feedback, socialmedia, chatgpt, research

12. AI-first UX prototype generation for design workshops

URL: **Prompt:**

I am running a design workshop, where I want designers and product managers to think critically about good user experience. I want to use vibe coding tools like v0, Lovable, Replit and Bolt to create alternate versions of existing products. Can you use the product documentation () and create a prompt that I can use with v0, Lovable, Replit and Bolt to create a working UX prototype? I want the focus to be on a joyful, efficient and fully-featured user experience. I don’t care about the platform and data storage layers yet. The user experience must be AI-first.

Tags: product, product-management, UX, UXR, UX-research, UX-design, workshop, design-thinking

Tag Index

As the collection grows, common tag patterns will emerge here to help with navigation and future organization.

Current Tags:

Future Evolution

This library is designed to evolve. As we collect more prompts, we’ll:

Happy prompting! 🎯