Attitude Vault — Free AI Prompt Library

Attitude Vault is a free, community-curated prompt library with 109 tested AI prompts, Claude Skills, and automation templates. Every resource is built and used by community members. Maintained by the Product with Attitude Substack community.

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All Prompts

Substack Cover Image Safe-Zone Prompt — Substack cover images look great in one spot, then get cropped, blurred, or butchered everywhere el…
The Book Sales page that all writers should have on their blogs and website — Many published writers don't have the technical skills to build or maintain a book's sales page on …
Claude Skill: Pink Slip Pivot Debrief — A time gift you give yourself — a self-directed reflection across three research-backed areas for a…
Claude Skill: Chief Skeptic — A personalized AI sparring partner that pressure-tests your ideas, plans, and strategies before you…
Substack Creator DNA — Most Substack writers have posts, stats and topic categories, but still struggle to explain what th…
Accessible Runaway Subscribe Button — Build a subscribe button that runs away from the cursor up to four times, then surrenders so the re…
Claude Skill: The Context Window Hygiene Skill — Use this skill when AI starts losing the plot. Keep an AI agent's working memory clean using the Wr…
Claude Skill: SEO and AIO-Optimized Alt Text Generator for Substack — How AI Overviews changed what image descriptions need to do. And a Claude skill that writes them fo…
Claude Skill: LinkedIn Teaser Generator for Substack Posts — LinkedIn Teaser Generator takes a full Substack post and produces a LinkedIn teaser designed to ear…
Claude Skill: Editorial Minimalist UI System — Editorial Minimalist UI is a design system for AI-generated product interfaces that should feel cal…
Claude Skill: Builder Delta Skill for High Schoolers — Takes any extracurricular activity a high school student is already doing such as robotics club, tu…
Claude Skill: Coding Sanity Check — Sanity-check generated code.
Prompt: Standing-to-Fail — Most AI adoption breaks after the first awkward result, not the first training session. This prompt…
The Handover File: Persistent AI Context That Eliminates Cold Starts — Every AI session starts cold. You re-explain your project, your constraints, your decisions. The co…
Prompt: Any-AI Skill Builder — This helps people create a 'skill' no matter what AI tools they use. Skills should be used when you…
Prompt: Three-Constraint Rewrite — When AI output sounds competent and forgettable, the fix is not a better model. It is fewer freedom…
Prompt: Preschool Brain — Most brainstorming prompts ask AI to be smart. This one asks AI to be four years old. The Preschool…
Prompt: Make AI tell you what problem it thinks you're solving — AI will solve the wrong problem with great enthusiasm. Before we write code or draft copy, we ask t…
Prompt: Fix "My AI Tool Can't Access My Localhost" — Your AI agent cannot see your localhost because it runs in a sandbox. A cloud micro-VM, an isolated…
Prompt: Citation Verification — A one-paste audit that forces any LLM to defend its own claims. Drop it after a research-heavy answ…
Prompt: The Reasoning Trace Auditor — Reasoning models now show their work. That is a gift. We keep ignoring it. This prompt audits that …
Prompt: Spot the Synthetic Certainty — Reasoning models sound smart even when they are guessing. That is the trap. This prompt runs on AI …
Prompt: The Minimum Viable Reasoning — Stop chain-of-thought prompting reasoning models. We are making them worse. Reasoning models (o3, G…
Source Code: Valentine’s Day scratch card app — Sharing the full source code to the Valentine’s Day scratch card app so you can build your own. Cop…
Prompt: The Reality Check — Wanna know why your idea/product might fail? Use this prompt to spot blind spots before you build o…
Vibe coding: Drag-drop form builder for webinars and workshops — Every creator wants to design forms for events and workshops. Google Forms is the only free option,…
Claude Skill: AI PM Workspace — Blueprint for building an AI-powered product management workspace with Claude Code, Obsidian, and M…
Claude Code Status Line — Claude Code doesn't surface usage data inline - you have to switch to the web app to check your 5-h…
Prompt: The Unfair Advantage — If competitors copied your features tomorrow, what would still make you win? Use this prompt to unc…
Prompt: Soft Roast My Substack Visuals — This prompt solves the “my Substack looks fine but isn’t visually selling my work” problem for crea…
Prompt: Triple-Threat Headline Generator — This prompt solves the problem of strong long-form pieces getting ignored because the headlines are…
Prompt: SCAMPER Framework — This solves the “blank page” problem when brainstorming content ideas by giving you a structured wa…
Prompt: Ebook Outline — This prompt solves the problem of turning a scattered pile of articles and ideas into a focused, hi…
Prompt: Break-It-To-Fix-It Editor — About This prompt forces the model to deliberately make your piece worse in specific ways, so you c…
Vibe coding: AI Rules Files Generator — Generate an AI rules file for your coding environment, with plain-language explanations and beginne…
Prompt: Charlie The Interactive Repurposing Builder — Charlie, the Interactive Repurposing Builder prompt helps writers and content creators turn a post …
Prompt: Successful Note to Newsletter Converter — The Successful Note to Newsletter Converter prompt helps Substack writers turn their popular, casua…
Prompt: Ask Until Clarity — The “Ask Until Clarity” prompt solves the problem of vague or misunderstood requests by making sure…
Prompt: Uncover the Avoided Question — The "Uncover the Avoided Question" prompt helps anyone feeling stuck, restless, or disconnected dig…
Prompt: Cost of Living Abroad Calculator — The Cost-of-Living Analyst prompt helps anyone relocating, working remotely, or considering a move …
Prompt: Anti-Sycophancy Behavior Rules — The Anti-Sycophancy Behavior Rules prompt helps AI assistants avoid excessive flattery, blind agree…
Prompt: The CIA Investigator Profile — The CIA Investigator Profile prompt helps AI researchers, writers, and privacy-minded users examine…
Prompt: The 10,000 foot review — The 10,000 Foot Review prompt helps writers quickly pinpoint strengths and weaknesses in their arti…
Prompt: The Goal Copilot — The Goal Copilot helps anyone who feels stuck or overwhelmed by big goals (especially New Year’s re…
Prompt: Roast My Writing — This prompt tackles the challenge of blind spots and unexamined assumptions in your writing. It hel…
Prompt: Step-by-Step Philosophical Coaching — This prompt solves the challenge of going beyond surface-level thinking by giving you a “philosophe…
Prompt: Avoid The Kindness Trap — This prompt helps you see through the illusion of “friendly” or “comforting” AI by highlighting how…
Prompt: Final Article Review & Optimization — This Final Article Review & Optimization Prompt solves a common challenge for creators, editors, an…
Vibecoding x Cybersecurity: Survival Guide — The cybersecurity critiques of vibecoding are valid. So instead of debating them, I partnered with …
How I Substack — Everything I learned about growing on Substack.
Prompt: Minimize Hallucinations — 🧠 Antihallucination Prompt Framework (v1.0) Context This prompt is designed to minimize hallucinat…
Prompt Pack: 100 Most Common UI Elements For Vibecoders — A Notion library of 100+ common UI elements with ready-to-use prompts for building interfaces with …
Animation Pack 001: Hero Section - Breathing Gradient — Make Your Hero Section Feel Alive A tiny motion system for modern landing pages - subtle animation,…
Animation Pack 001: Hero Section - Breathing Gradient — Make Your Hero Section Feel Alive A tiny motion system for modern landing pages - subtle animation,…
Substack Themes Chart Generator: See your blog’s themes change over time — This prompt generates a bar chart showing how the themes you write about on Substack have evolved o…
Prompt: Argue With Yourself - Adversarial Synthesis — The Adversarial Synthesis Prompt is designed for deep critical thinking and balanced decision-makin…
Vibe coding: Instantly Fix 401 Errors. An Automated Debug Loop That Runs 30+ Checks and Finds Root Cause — An automated debugging prompt for persistent 401 authentication errors, developed while troubleshoo…
Vibe coding: The PRD Prompt That Audits Itself For Hallucinations and Failure Modes — This prompt will help you build Product Requirements Document for your vibecoding or speccoding pro…
Prompt: Prompt Evaluation Chain — Have you ever wondered how to improve your prompts with one click? This free two-step system for pr…
Prompt: ChatGPT Prompt Builder — Enjoy this free ChatGPT Prompt Builder: a copyable system prompt to write better AI prompts with co…
Context Spec Generator — Turns an agent idea into a context architecture specification.
Cowork Self-Improving Loop and Reflection Skill — Set up a recurring workflow with reflection and evaluation. Includes: Reflection Skill Self-Improve…
Founder Fortress Diagnostic Agent — Run a read-only product and code audit across 23 categories.
GA4 Cluing Agent Instructions + Daily Analysis Prompt — Monitor traffic and conversions, detect anomalies, and diagnose changes against weekday-matched bas…
Pre-Build Interrogation Prompt — Inspect a proposed change, clarify requirements, surface risks and define a plan before coding begi…
Prompt Refiner Template — Refines rough prompts into structured instructions, useful variants and quick tests.
Substack SEO Internal Linking Strategy — Plan relevant internal links across a Substack publication.
Weekly Reader Question Review — Find recurring reader questions, distinguish confusion from content gaps, and identify newsletter, …
SEO, AIO and GEO Website Audit Prompt — Audits a website across technical SEO, AI readiness and generative search discoverability.
Supply Guard Deployment Gate — Translate dependency security reports into a plain-language deployment GO/NO-GO recommendation. The…
Claude Cowork Skills Starter Template and Cheat Sheet — Two-page skills reference with reusable SKILL.md starter skeleton. Includes: SKILL.md starter templ…
Claude Cowork Tested Prompt Templates — Practical task prompts from the Cowork power-user guide. Includes: Email triage Content repurposing…
Claude Design Hero Prompt Pack — Credit-conscious prompts for animated portfolio hero sections. Includes: The “Hey, I’m Karo” Hero: …
Infographics Maker — Reusable Claude skill for creating infographics.
Messy Notes Organizer — Organize rough notes into a usable structure.
n8n AI Agent Builder for Claude Code — Generate an n8n coordinator and agent workflows from a builder prompt.
Perplexity Computer Calibration Prompts — A reusable experiment for comparing task costs before committing credits.
Perplexity Computer Credit-Saving Prompt Templates — Part2 — Templates and workflow techniques for reducing agent credit use. Includes: Fresh Thread Rule Two-Th…
Reasoning Models Prompting Techniques — About Me Experiments — Nineteen techniques demonstrated against one About Me writing task. Includes: Zero-Shot Prompting R…
Visual ASMR / Hygge Image Prompt Pack — Nano Banana prompts and palettes for tactile, seasonal visual designs.
Alpine Coordinates Newsletter Hero Replication Prompt — Mountain newsletter hero.
Dark Botanical Glass Newsletter Hero Replication Prompt — Botanical newsletter hero.
Fogged Glass Newsletter Hero Replication Prompt — Portrait-led newsletter hero.
Frosted Cat Newsletter Hero Replication Prompt — Poster-style newsletter hero.
Futurist Glass Newsletter Hero Replication Prompt — Futuristic newsletter hero.
Generative Studio Newsletter Hero Replication Prompt — Generative-art newsletter hero.
Graffiti Editorial Newsletter Hero Replication Prompt — Street-art newsletter hero.
Nocturne Hummingbird Newsletter Hero Replication Prompt — Dark illustrated newsletter hero.
Paper Terrain Newsletter Hero Replication Prompt — Book-landscape newsletter hero.
Surreal Collage Newsletter Hero Replication Prompt — Collage newsletter hero.
Waterline Editorial Newsletter Hero Replication Prompt — Watercolor newsletter hero.
AI Agent Task Brief and Ownership Map Templates — Reusable task brief and ownership map for delegating work to agents. Includes: Task Brief Ownership…
Design Direction Interview Prompt — Have a design team ask one question at a time to clarify your visual requirements before creating a…
Gemini Omni Flash Video Experiment Prompts — Three short prompts for testing image animation, physical collisions and logo effects. Includes: Pu…
Perplexity Computer Mini-App and Visualization Prompts — Four public prompts for small branded apps and financial visualizations. Includes: Branded Callout …
Suno Vocal Reference Prompt Pack — Five music prompts for instrumentals, vocals, hooks and samples. Includes: Ambient instrumentals Da…
4-block landing-page brief — Generate a landing page using a defined design system. Adapted and shared by Product with Attitude,…
Brand-to-DESIGN.md extractor (live site path) — Document a website’s visual language. Adapted and shared by Product with Attitude, with credit to a…
Cowork brand-folder extractor — Turn brand files into a design system. Adapted and shared by Product with Attitude, with credit to …
DESIGN.md writer (repo path) — Extract reusable design rules from an existing codebase. Adapted and shared by Product with Attitud…
Reference extractor — Extract design rules from a screenshot. Adapted and shared by Product with Attitude, with credit to…
Reference-anchored build — Generate a page using a visual reference. Adapted and shared by Product with Attitude, with credit …
Screenshot diff loop — Compare a generated page with its reference. Adapted and shared by Product with Attitude, with cred…
WCAG gate — Review a page for accessibility issues. Adapted and shared by Product with Attitude, with credit to…
Prompt: Explain My Idea With New Examples — Test whether an idea holds together outside the examples you already chose. Mia Kiraki asks AI to r…
Prompt: Three Wrong Interpretations — Find ambiguity before it reaches your reader. Mia Kiraki's prompt asks AI to produce plausible misr…
Prompt: Explicit Response Budget — Tell Claude the response budget before it starts. This is the exact short framing instruction Karen…
Prompt: Reverse-Engineer What Works — Turn an example you admire into something you can learn from. Jenny Ouyang uses this compact prompt…
Prompt: Competitor Pricing Comparison — Build a quick comparison of competitors' published prices. Jenny Ouyang shares this short research …

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