Curated collection of AI prompts, tools, and templates for the Product with Attitude community
Subscribe to NewsletterCategory: Coding with AI
If You Build With AI, You Need This File. And The System That Generates It. A Beginner-Friendly System for Replit, Cursor, Gemini & Claude Builders. The Problem With Every AI Rules File I’ve Seen AI Rules Files are instruction manuals for your coding agent. They’re just markdown files that sit...
By: Karo
PremiumCategory: Everyday Prompts
Charlie, the Interactive Repurposing Builder prompt helps writers and content creators turn a post into multiple short-form pieces (Notes, Instagram captions, LinkedIn captions) that spark curiosity, invite engagement, and match their unique voice for each platform. Specific challenge it...
By: Darlene
Category: Everyday Prompts
The Successful Note to Newsletter Converter prompt helps Substack writers turn their popular, casual Notes into engaging, high-value newsletter content, bridging the gap between quick social energy and deeper subscriber connection. Specific challenge this addresses: Many Notes succeed because they...
By: Joe Mills
Category: Everyday Prompts
The “Ask Until Clarity” prompt solves the problem of vague or misunderstood requests by making sure the AI assistant asks focused questions until it is almost certain it understands your task or goal—and is ready to give you a specific, actionable solution. Specific challenge this addresses:...
By: Jenny Ouyang
Category: Everyday Prompts
The "Uncover the Avoided Question" prompt helps anyone feeling stuck, restless, or disconnected dig into the deeper, unasked question at the heart of their life—so they can confront their fears and discover what’s really driving (or holding back) their purpose. Specific challenge it addresses:...
By: Anfernee
Category: Everyday Prompts
The Cost-of-Living Analyst prompt helps anyone relocating, working remotely, or considering a move get a detailed, reality-checked estimate of their monthly budget for any city, covering rent, basics, lifestyle, and hidden costs. Specific challenge this addresses: It tackles the uncertainty and...
By: Benjamin Hies
Category: Everyday Prompts
The Anti-Sycophancy Behavior Rules prompt helps AI assistants avoid excessive flattery, blind agreement, or uncritical reassurance, addressing the real risk of biased or unsafe responses, by validating feelings without endorsing statements, always offering options, stating uncertainty when facts...
By: Judy Ossello
Category: Everyday Prompts
The CIA Investigator Profile prompt helps AI researchers, writers, and privacy-minded users examine the patterns, motivations, and behaviors revealed through their own chatbot interactions by generating a detailed, intelligence-style report focused on risk and opportunity. Specific challenge it...
By: Juan Salas-Romer
Category: Everyday Prompts
The 10,000 Foot Review prompt helps writers quickly pinpoint strengths and weaknesses in their articles by scoring areas like tone, clarity, flow, and reader engagement. It’s ideal for anyone looking for actionable, prioritized feedback so they know exactly where to focus time and energy for the...
By: Brad Morgan
Category: Everyday Prompts
The Goal Copilot helps anyone who feels stuck or overwhelmed by big goals (especially New Year’s resolutions!) make real progress by breaking their single aim into tiny, doable steps and nudging them forward every day. Addresses the challenge: Feeling lost, stalled, or unsure where to start with a...
By: Adam M. Adamek, PhD
Category: Everyday Prompts
This prompt tackles the challenge of blind spots and unexamined assumptions in your writing. It helps creators identify which parts of their content may trigger skepticism, doubt, or disbelief from a sharp, critical reader. Who would benefit: Writers, product managers, startup founders, marketers,...
By: Mia Kiraki
Category: Everyday Prompts
This prompt solves the challenge of going beyond surface-level thinking by giving you a “philosopher guide” who pushes you to deeply clarify, refine, and strengthen your ideas on any topic. Instead of just having a one-sided brainstorming or generative session, you’re coached through an active,...
By: Kacper Wojaczek
Category: Everyday Prompts
This prompt helps you see through the illusion of “friendly” or “comforting” AI by highlighting how digital warmth is mostly designed for user retention, not real connection. Many people conflate simulated encouragement with actual support, causing confusion or misplaced trust in machine...
By: Sam Illingworth
Category: Everyday Prompts
This Final Article Review & Optimization Prompt solves a common challenge for creators, editors, and leaders: making sure that mission-driven content is clear, impactful, and genuinely resonates with its audience—especially leaders pressed for time and looking to ensure their voice and vision shine...
By: Joel Salinas
Category: Coding with AI
The cybersecurity critiques of vibecoding are valid. So instead of debating them, I partnered with an expert to map the absolute minimum you need to consider when coding with AI. This guide was authored by the brilliant Farida Khalaf, a Data Engineer specializing in cybersecurity. I met Farida...
By: Farida
Category: Guides & Templates
Everything I learned about growing on Substack.
By: Karo
Category: Everyday Prompts
🧠 Antihallucination Prompt Framework (v1.0) Context This prompt is designed to minimize hallucinations and factual drift in LLM outputs by: Enforcing evidence-based reasoning Allowing uncertainty and abstention Structuring verification and citation Producing auditable, machine-readable...
By: Karo
Category: Coding with AI
What It Is A Notion database cataloging 100+ common UI elements with ready-to-use vibecoding prompts for each one. It’s essentially a prompt library specifically designed for building interfaces with AI. Structure of each entry: UI Element name (Button, Text Input, Modal, Chat Message,...
By: Karo
PremiumCategory: Coding with AI
Make Your Hero Section Feel Alive A tiny motion system for modern landing pages - subtle animation, stronger perceived quality. Outcome: A subtle, human-feeling breathing animation that instantly upgrades first impressions. Deliverable: Copy-paste prompt file + step-by-step guide you can feed into...
By: Karo
PremiumCategory: Coding with AI
Make Your Hero Section Feel Alive A tiny motion system for modern landing pages - subtle animation, stronger perceived quality. Outcome: A subtle, human-feeling breathing animation that instantly upgrades first impressions. Deliverable: Copy-paste prompt file + step-by-step guide you can feed into...
By: Karo
PremiumCategory: Everyday Prompts
This prompt generates a bar chart showing how the themes you write about on Substack have evolved over time.
By: Karo
Category: Guides & Templates
One of my favourite productivity boosters in Comet is saving my best prompts as shortcuts to trigger AI‑assisted actions with a single click. The Comet shortcuts go far beyond simple commands. I use them to: kickstart entire workflows instantly repurpose text format text for publishing save tasks...
By: Karo
Category: Automation
Time Needed: 9 min Time Saved: 60 min This reusable shortcut that takes dish names (“lasagna,” “butter chicken”) and automatically does the rest for you: finds reliable recipes extracts the ingredients skips my pantry staples hunts down discounted organic products adds them all to my...
By: Karo
Category: Everyday Prompts
The Adversarial Synthesis Prompt is designed for deep critical thinking and balanced decision-making. It pushes an idea through three phases: Opposition – Generates the strongest possible counterarguments, with at least 3–5 bullet points, real-world examples, and plain-language clarity. Defense –...
By: Karo
Category: Coding with AI
Instantly Fix 401 Errors. An Automated Debug Loop That Runs 30+ Checks and Finds Root Cause If you’ve been banging your head against stubborn 401s, this looped prompt will save you hours of guesswork. This is the exact prompt I used when I got stuck with Google OAuth errors. This prompt is an...
By: Karo
PremiumCategory: Coding with AI
This prompt will help you build Product Requirements Document for your vibecoding or speccoding projects. You’re looking at is version 16, shaped by 15 rounds of testing. I use this prompt for all my products, including StackShelf. 👉 Learn the story behind this prompt. PRD Prompt # 📝 Karo's...
By: Karo
Category: Guides & Templates
Thank you for wanting to support Product with Attitude! How to Support Our Community 👉 Option 1 - Join us and become a Premium Member 👉 Option 2 - Buy me a Coffee ☕️ 👉 Option 3 - You can also support us by subscribing for free to these three newsletters. I’ll earn a penny for each...
By: Karo
Category: Everyday Prompts
Have you ever wondered how to improve your prompts with one click? This free two-step system for prompt evaluation and refinement uses a 35-criteria rubric to score, critique, and improve prompts systematically. It's designed as a project prompt, which makes it easily reusable. Note: This is an...
By: Karo
Category: Everyday Prompts
Enjoy this free ChatGPT Prompt Builder: a copyable system prompt to write better AI prompts with context, constraints, output format, and verification. Designed as a structured project prompt. This reusable prompt generator system supports iterative refinement and verification steps to reduce...
By: Karo