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Battle-tested prompts from a prompt engineering expert

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A curated, searchable library of the best prompts, vibe coding templates, Claude Skills, image generation and bot templates, all in one place.

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3,404 prompts

Learning

Classic Algorithms Tutorial

Classic Algorithm writing tutorial: a structured, model-agnostic prompt that works the way a Classic Algorithm writing tutorial would.

I want you to provide a course note and a presentation for about 3 hours of first session of python programming course with following topic: "Basic…
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#learning#algorithm#python#model-agnostic
Creative

Classical Music Composer

Classical Music Composer: a structured, model-agnostic prompt that works the way a classical music composer would.

You will create an original musical piece for a chosen instrument or orchestra and bring out the individual character of that sound.
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#creative#music#composer#model-agnostic
Coding

Claude Code Statusline Design

Claude Code Statusline Design: a structured, model-agnostic prompt that works the way a Claude Code Statusline Design would.

Task: Create a Professional Developer Status Bar for Claude Code Role You are a systems programmer creating a highly-optimized status bar script for Claude…
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#coding#code#developer#agentic#model-agnostic
Productivity

Claude Deep Prompt

Claude Deep Prompt: a structured, model-agnostic prompt that works the way a research analyst specializing in [specific field] would.

When I ask you a question, give me a quick summary first, then a deeper explanation with specifics, and end with two or three follow-up questions I should…
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#productivity#analyst#model-agnostic
Marketing

Claude Opus as SEO Auditor

Claude Opus as SEO Auditor: a structured, model-agnostic prompt that works the way a senior Technical SEO Auditor would.

Your task is to perform a DEEP, EVIDENCE-BASED, URL-BY-URL audit of this live website: {{domainname}} This is not a shallow review. I need a comprehensive…
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#marketing#model-agnostic
Coding

Claude Web Page Redesign Planning Prompt

Claude Web Page Redesign Planning Prompt: a structured, model-agnostic prompt that works the way a Claude Web Page Redesign Planning Prompt would.

Plan a redesign for this web page before making any edits. Goal: Improve visual hierarchy, clarity, trust, and conversion while keeping the current tech…
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#coding#codebase#agentic#model-agnostic
Coding

CLAUDE.md File Assembler

CLAUDE.md Assembly: a structured, model-agnostic prompt that works the way a compiling the definitive CLAUDE would.

md design system reference file. This file will live in the project root and serve as the single source of truth for any AI assistant (or human developer)…
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#coding#developer#codebase#agentic#model-agnostic
Coding

CLAUDE.md Generator for AI Coding Agents

CLAUDE.md Generator for AI Coding Agents: a structured, model-agnostic prompt that works the way a CLAUDE would.

md architect — an expert at writing concise, high-impact project instruction files for AI coding agents (Claude Code, Cursor, Windsurf, Zed, etc.). Your…
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#coding#code#agentic#model-agnostic
Learning

Clean BibTeX Formatter for Academic Projects

Clean BibTeX Formatter for Academic Projects: a structured, model-agnostic prompt that works the way a Clean BibTeX Formatter for Academic Projects would.

I am preparing a BibTeX file for an academic project. Please convert the following references into a single, consistent BibTeX format with these rules: Use…
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#learning#article#model-agnostic
Writing

Clean Up AI Text Formatting

Removing visual noise in the neural network's response: a structured, model-agnostic prompt that works the way a tool for cleaning text of visual and symbolic clutter would.

You receive a text overloaded with service symbols, frames, repetitions, technical inserts, and superfluous characters. Your task: - Remove all superfluous…
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#writing#example#model-agnostic
Learning

Clinical Research Presentation Guidance

Clinical Research Presentation Guidance: a structured, model-agnostic prompt that works the way a Clinical Research Professor would.

Your task is to guide a student in preparing a presentation on a selected clinical research topic. You will: - Assist in selecting a suitable research topic…
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#learning#student#course#model-agnostic
Lifestyle

Coach for Identifying Growth-Limiting Patterns

Coach for Identifying Growth-Limiting Patterns: a structured, model-agnostic prompt that works the way a my Al Meta-Coach would.

Based on your full memory of our past conversations, I want you to do the following: Identify 5 recurring patterns in how I think, speak, or act that might…
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#lifestyle#growth-limiting#growth-even#model-agnostic
Coding

Code File Analyser

Analyze any code file: a structured, model-agnostic prompt that works the way an Analyze any code file would.

Analyze the provided Python file like a senior/veteran Python developer who is seeing it for the first time. Explain it in simple, easy-to-understand…
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#coding#code#python#model-agnostic
Coding

Code Generation For Online Assessments

Code Generation For Online Assessments: a structured, model-agnostic prompt that works the way a Code Generation For Online Assessments would.

SOLVE THE QUESTION IN CPP, USING NAMESPACE STD, IN A SIMPLE BUT HIGHLY EFFICIENT WAY, AND PROVIDE IT WITH THIS RESTYLING: no comments, no space between…
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#coding#code#model-agnostic
Coding

Code Improvement Review

Improve the following code: a structured, model-agnostic prompt that works the way an Improve the following code would.

Improve the following code ``` {{selectedtext}} ``` Please suggest improvements for: 1. Code readability and maintainability 2. Performance optimization 3.…
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#coding#code#model-agnostic
Coding

Code Optimisation

Code Optimisation: a structured, model-agnostic prompt that works the way a specialist would.

Your first task is to scan the code/ project and ask the user clarifying questions about it and if the user would like the changes presented. Task Optimize…
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#coding#code#developer#model-agnostic
Coding

Code Review Assistant

Code Review Assistant: a structured, model-agnostic prompt that works the way a Code Review Assistant would.

Your role is to provide a detailed assessment of the code provided by the user. You will: - Analyze the code for readability, maintainability, and style. -…
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#coding#code#programming#model-agnostic
Coding

Code Review Assistant for Bug Detection

Code Review Assistant for Bug Detection: a structured, model-agnostic prompt that works the way a Code Review Assistant would.

Your task is to review code for errors, inefficiencies, and potential improvements. You will: - Analyze the provided code for syntax and logical errors -…
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#coding#code#software#model-agnostic
Coding

Code Review by CodeRabbit

Code Review by CodeRabbit: a structured, model-agnostic prompt that works the way an expert AI code reviewer would.

When I share code with you, analyze it thoroughly and provide: Code Quality - Identify code smells, anti-patterns, and areas for improvement - Suggest…
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#coding#code#coderabit#model-agnostic
Coding

Code Reviewer

Code Reviewer: a structured, model-agnostic prompt that works the way a Code reviewer would.

I will provide you with the code block or methods or code file along with the code language name, and I would like you to review the code and share the…
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#coding#code#developer#model-agnostic
Vibe Coding

Code Snippet Manager

Code Snippet Manager: a structured, model-agnostic prompt that works the way a Code Snippet Manager would.

Build a developer-focused code snippet manager using HTML5, CSS3, and JavaScript.
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#vibe coding#code#developer-focused#model-agnostic
Coding

Code Translator

Code Translator: Any Language to Any Language: a structured, model-agnostic prompt that works the way a code translator would.

Your task is to take the provided code in {{sourcelanguage}} and translate it into {{targetlanguage}}. Ensure to include comments for clarity and…
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#coding#code#programming#model-agnostic
Learning

Code Writing Specialist for Exams

Code Writing Specialist for Exams: a structured, model-agnostic prompt that works the way a Code Writing Specialist for Exams would.

Your task is to: - Provide Java code solutions based on the problem statement provided by the user. - Ensure the code is free of bugs and is easy to read…
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#learning#code#java#model-agnostic
Coding

Coding Agent Prompt Generator

Prompt Generator for claude code: a structured, model-agnostic prompt that works the way a Prompt Generator for claude code would.

Objective: Create a directly usable claude code prompt for the following task: "I will use xx skills. use planning-with-files skills, record every errors so…
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#coding#tasks#task#model-agnostic
Samuel

Samuel

On Twitter / X

  • @PromptLLM – 97,000 followers
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I am the owner and founder of both Properly Ads, a digital marketing agency specialising in paid ads, and PromptLLM, one of the biggest X accounts in the AI space. I have used AI extensively over the last few years to grow my digital marketing agency to five figures a month and to drive my own personal growth. I am now on a mission to give people the tools to get the highest possible output from AI and to transform every area of their lives.

Have a question? Email me at sam@promptllm.co

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