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Curated AI System Prompts

AI Prompt & Template Library

Discover tested prompts for coding, SEO architecture, Midjourney art, and adversarial logic testing.

Coding & DevChatGPT / Claude
Senior Staff Software Architect Code Reviewer

Transforms the AI into a strict FAANG Principal Engineer reviewing code for race conditions, memory leaks, algorithmic complexity, and idiomatic maintainability.

#Code Review#Architecture#Security#TypeScript#Python
Use & Customize Prompt Template
Writing & SEOChatGPT / Claude
Comprehensive SEO Pillar Content & Topic Cluster Architect

Generates an exhaustive 2,500+ word topic cluster blueprint with semantic entities, LSI keywords, search intent mapping, and internal linking strategies.

#SEO#Content Marketing#Keyword Research#Topic Clusters
Use & Customize Prompt Template
Midjourney & ArtMidjourney v6
Midjourney v6 Photorealistic 8K Cinematic Masterpiece

Generates ultra-realistic photographic portraits with volumetric lighting, Hasselblad medium format color science, and zero AI plastic sheen.

#Midjourney#Prompt Engineering#Photography#8K
Use & Customize Prompt Template
Defensive & LogicClaude 3.5 Sonnet
Socratic Logic Adversary & Cognitive Bias Detector

Rigorously pressure-tests hypotheses, startup pitch decks, and investment memos by identifying unstated assumptions, logical fallacies, and structural risks.

#Critical Thinking#Logic#Strategy#Adversarial
Use & Customize Prompt Template
Writing & SEOChatGPT / Claude
Viral Twitter/X Thread Generator

Creates a 10-tweet thread with hook, value, and CTA optimized for virality.

#Twitter#Social Media#Viral#Threads
Use & Customize Prompt Template
Writing & SEOGPT-4o
YouTube Video Script Writer (Hook + Body + CTA)

Full YouTube script with pattern interrupt hook, story arc, and retention loops.

#YouTube#Script#Video#Content
Use & Customize Prompt Template
Writing & SEOChatGPT / Claude
LinkedIn Authority Post Generator

Writes a LinkedIn post that builds authority, gets comments, and avoids the 'corporate speak' trap.

#LinkedIn#Social Media#Authority#Personal Brand
Use & Customize Prompt Template
Writing & SEOGPT-4o
SEO-Optimized Long-Form Blog Post (2500+ words)

Generates a complete SEO blog post with proper H-tag structure, semantic keywords, and E-E-A-T signals.

#SEO#Blog#Content Marketing#Long-form
Use & Customize Prompt Template
Writing & SEOChatGPT / Claude
Cold Email Sequence (5-Part Drip)

A 5-email cold outreach sequence with proven subject lines and 30%+ open rate hooks.

#Email#Cold Outreach#Sales#Lead Gen
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Writing & SEOGPT-4o
Press Release Writer (AP Style)

Generates a professional AP-style press release with a compelling headline, dateline, and media contact.

#PR#Press Release#Media#AP Style
Use & Customize Prompt Template
Writing & SEOClaude 3.5 Sonnet
Academic Essay Writer (Harvard Style)

Writes a rigorous academic essay with thesis, evidence-based arguments, and Harvard citations.

#Academic#Essay#Research#Harvard#Writing
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Writing & SEOGPT-4o
Grant Proposal Writer (Non-Profit / Research)

Generates a compelling grant proposal with needs statement, objectives, evaluation plan, and budget narrative.

#Grant#Non-Profit#Proposal#Fundraising#Writing
Use & Customize Prompt Template
Writing & SEOChatGPT / Claude
A/B Test Copy Generator (Landing Page / Ads)

Creates 3 distinct copy variants for headlines, subheads, and CTAs optimized for conversion testing.

#A/B Test#CRO#Copywriting#Landing Page#Marketing
Use & Customize Prompt Template
Writing & SEOGPT-4o
ATS-Optimized Resume Writer

Rewrites or builds a resume optimized for Applicant Tracking Systems with keyword density and achievement formatting.

#Resume#ATS#Job Search#Career#Writing
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Writing & SEOChatGPT / Claude
Language Learning Conversation Tutor

Immersive language tutor that corrects errors inline, explains grammar, and adapts to your level.

#Language Learning#Tutor#ESL#Spanish#Education
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Writing & SEOChatGPT / Claude
Recipe Creator from Pantry Ingredients

Turns whatever's in your fridge into a complete recipe with instructions, macros, and plating tips.

#Cooking#Recipe#Food#Nutrition#Lifestyle
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Writing & SEOGPT-4o
Day-by-Day Travel Itinerary Planner

Creates a detailed, time-blocked travel itinerary with local tips, budget breakdown, and packing list.

#Travel#Itinerary#Trip Planning#Vacation#Tourism
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Writing & SEOGPT-4o
Content Repurposing Engine (1 → 10 Formats)

Takes one piece of content and repurposes it into 10 different formats for maximum distribution.

#Content Repurposing#Social Media#Content Strategy#Marketing
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Coding & DevClaude 3.5 Sonnet
Senior Developer Debugger & Root Cause Analyzer

Methodically traces bugs using a 5-why analysis and provides a minimal reproducible fix.

#Debug#Error#Root Cause#TypeScript#Python
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Coding & DevGPT-4o
REST API Design Architect (OpenAPI Spec)

Designs a production-ready REST API with OpenAPI 3.0 spec, error codes, and pagination.

#API#REST#OpenAPI#Backend#Architecture
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Coding & DevChatGPT / Claude
SQL Query Optimizer & Performance Analyzer

Analyzes slow SQL queries, identifies missing indexes, and rewrites for 10x performance.

#SQL#Database#Performance#PostgreSQL#Optimization
Use & Customize Prompt Template
Coding & DevClaude 3.5 Sonnet
Next.js 15 React Component Builder

Generates production-ready Next.js 15 components with TypeScript, Tailwind CSS, and accessibility.

#Next.js#React#TypeScript#Tailwind#Component
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Coding & DevGPT-4o
Python Data Pipeline & ETL Builder

Designs a production Python ETL pipeline with error handling, logging, and retry logic.

#Python#ETL#Data Pipeline#PostgreSQL#Backend
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Coding & DevGPT-4o
Docker + Kubernetes Production Deployment Config

Generates complete Docker and Kubernetes configs with health checks, resource limits, and rolling updates.

#Docker#Kubernetes#DevOps#CI/CD#Infrastructure
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Coding & DevChatGPT / Claude
Regex Builder & Plain-English Explainer

Builds complex regex patterns from plain English and explains every component with examples.

#Regex#Pattern Matching#JavaScript#Python#Tools
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Coding & DevClaude 3.5 Sonnet
Automatic Code Documentation Generator

Generates JSDoc/Docstring comments, README sections, and architecture decision records from raw code.

#Documentation#JSDoc#Code Quality#TypeScript#Python
Use & Customize Prompt Template
Coding & DevClaude 3.5 Sonnet
Comprehensive Unit Test Suite Generator

Generates full unit test suites with edge cases, mocks, and 100% branch coverage targets.

#Testing#Unit Tests#Jest#Vitest#TDD
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Coding & DevClaude 3.5 Sonnet
Security Vulnerability Code Auditor (OWASP Top 10)

Scans code for OWASP Top 10 vulnerabilities: SQL injection, XSS, CSRF, insecure deserialization, and more.

#Security#OWASP#Vulnerability#Code Audit#Backend
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Coding & DevGPT-4o
GPT-4 Vision Image Analyzer & Describer

A structured prompt for extracting maximum information from images using GPT-4V vision capabilities.

#GPT-4 Vision#Image Analysis#Computer Vision#UI Review#Multimodal
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Business & MarketingChatGPT / Claude
Startup Pitch Deck Script (Investor-Ready)

Generates a 12-slide pitch deck script following the Sequoia Capital storytelling framework.

#Pitch Deck#Startup#Investor#Fundraising
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Business & MarketingGPT-4o
Product Launch Strategy & Go-To-Market Plan

Creates a 90-day launch plan with channel strategy, messaging framework, and success metrics.

#Product Launch#GTM#Marketing#Strategy
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Business & MarketingClaude 3.5 Sonnet
Brand Voice & Tone Guide Creator

Creates a complete brand voice document with do/don't examples for every content channel.

#Branding#Voice#Copywriting#Marketing
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Business & MarketingGPT-4o
Customer Persona Creator (Deep Psychographic Profile)

Builds detailed buyer personas with psychographics, Jobs-to-be-Done, and channel preferences.

#Persona#Customer Research#Marketing#Strategy#UX
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Business & MarketingClaude 3.5 Sonnet
Pricing Strategy Advisor & Revenue Optimizer

Analyzes your pricing model and recommends optimized tiers, anchoring, and psychological pricing tactics.

#Pricing#Revenue#SaaS#Strategy#Business
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Business & MarketingChatGPT / Claude
Startup Name Generator & Domain Checker

Generates 20 brandable startup names with linguistic analysis, domain availability tips, and trademark guidance.

#Startup#Branding#Naming#Domain#Business
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Business & MarketingClaude 3.5 Sonnet
App / Startup Idea Validator (Brutal Honesty Mode)

Validates your startup idea against market reality, competition, and execution risk with a kill/build score.

#Startup#Validation#Product#Strategy#Business
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Business & MarketingClaude 3.5 Sonnet
Negotiation Strategy & Tactics Advisor

Prepares you for any negotiation with BATNA analysis, opening anchors, and counter-offer scripts.

#Negotiation#Business#Salary#Strategy#Career
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Business & MarketingGPT-4o
Competitor Analysis Framework (Deep Dive)

Performs a systematic competitive analysis revealing positioning gaps, pricing insights, and attack vectors.

#Competitive Analysis#Strategy#Market Research#Business
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Business & MarketingClaude 3.5 Sonnet
Legal Contract Plain-English Explainer

Translates dense legal contract language into plain English summaries with red flag warnings.

#Legal#Contract#Plain English#Business#Risk
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Business & MarketingClaude 3.5 Sonnet
OKR Goal Setting Framework (Quarterly Planning)

Creates ambitious yet achievable OKRs with measurement frameworks following Google's methodology.

#OKR#Goal Setting#Strategy#Management#Productivity
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Business & MarketingChatGPT / Claude
Business Plan One-Pager Generator

Generates a clean one-page business plan covering strategy, market, model, and financials.

#Business Plan#Startup#Strategy#One-Pager#Planning
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System PromptsClaude 3.5 Sonnet
Personal CEO Strategic Advisor

Transforms AI into a board-level advisor who challenges assumptions and forces strategic clarity.

#CEO#Strategy#Business#Advisor#System Prompt
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System PromptsChatGPT / Claude
CBT-Based Cognitive Behavioral Therapist

Evidence-based CBT prompt that helps identify cognitive distortions and reframe thought patterns.

#Mental Health#CBT#Therapy#Wellness#System Prompt
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System PromptsClaude 3.5 Sonnet
Socratic Philosophy & Critical Thinking Tutor

Teaches through questions, never lectures. Sharpens reasoning through Socratic dialogue.

#Philosophy#Socrates#Critical Thinking#Education
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System PromptsGPT-4o
Personal Finance & Wealth Building Advisor

Personalized financial guidance using proven frameworks: FIRE, index investing, debt avalanche.

#Finance#Investing#FIRE#Wealth#System Prompt
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System PromptsClaude 3.5 Sonnet
Executive Writing & Communication Coach

Edits your writing to be clearer, more concise, and more persuasive — like a McKinsey editor.

#Writing#Communication#Executive#Editing#System Prompt
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System PromptsChatGPT / Claude
Job Interview Prep Coach (STAR Method)

Conducts mock interviews, grades STAR answers, and helps you craft compelling stories for any role.

#Interview#Career#Job Search#STAR#Coaching
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System PromptsGPT-4o
Personalized Study Plan Creator

Builds a science-backed study schedule using spaced repetition, active recall, and Pomodoro timing.

#Study#Learning#Education#Productivity#Spaced Repetition
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System PromptsGPT-4o
Personalized Fitness Plan Generator

Creates a science-based workout and nutrition plan tailored to your body, goals, and schedule.

#Fitness#Workout#Nutrition#Health#System Prompt
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Midjourney & ArtMidjourney v6
Minimalist Logo Design Prompt (Midjourney)

Generates clean, scalable logo concepts in minimalist style suitable for tech and SaaS brands.

#Logo#Midjourney#Branding#Minimalist#Design
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Midjourney & ArtMidjourney v6
Product Mockup Scene Generator (Midjourney)

Photorealistic product lifestyle shots for marketing without expensive photography.

#Product#Mockup#Photography#Marketing#Midjourney
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Midjourney & ArtStable Diffusion
Stable Diffusion Photorealism Master Prompt

Highly optimized SD prompt for photorealistic outputs with detailed positive and negative prompts.

#Stable Diffusion#Photorealism#AI Art#Prompt Engineering
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Midjourney & ArtGPT-4o
DALL-E 3 Image Generation Prompt Engineer

Optimizes prompts specifically for DALL-E 3's natural language understanding for consistent, high-quality outputs.

#DALL-E#Image Generation#AI Art#Prompt Engineering#GPT-4
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Midjourney & ArtMidjourney v6
Concept Art Environment Designer (Midjourney)

Creates stunning game and film concept art environments with professional studio quality.

#Concept Art#Environment#Game Art#Film#Midjourney
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Midjourney & ArtMidjourney v6
Character Design & Portrait Prompt (Midjourney)

Creates detailed character designs for games, comics, brand mascots, and creative projects.

#Character Design#Mascot#Game Art#Illustration#Midjourney
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Defensive & LogicClaude 3.5 Sonnet
Steel Man Debate Argument Builder

Builds the strongest possible version of any argument, then stress-tests it against counter-arguments.

#Debate#Logic#Argumentation#Critical Thinking
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Defensive & LogicClaude 3.5 Sonnet
Logical Fallacy Detector & Argument Analyzer

Identifies every logical fallacy in text or arguments with precise labels and fixes.

#Logic#Fallacies#Critical Thinking#Rhetoric#Analysis
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Defensive & LogicClaude 3.5 Sonnet
First Principles Thinking Breakdown

Deconstructs any problem to its fundamental truths using Elon Musk's first principles methodology.

#First Principles#Problem Solving#Strategy#Innovation#Logic
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Defensive & LogicClaude 3.5 Sonnet
Pre-Mortem Analysis & Risk Forecaster

Imagines your project already failed and works backward to identify the exact causes — before you launch.

#Risk Analysis#Pre-Mortem#Strategy#Project Management#Logic
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Comprehensive Technical Analysis & Guide

In-depth breakdown, safety recommendations, and operational mechanics.

1Mastering Modern LLM Prompt Engineering & System Prompts

Effective prompt architecture leverages role prompting, chain-of-thought (CoT) decomposition, negative constraints, and few-shot examples to eliminate hallucinations and extract deterministic, high-quality responses from modern frontier models.

2Model-Specific Optimization (Claude vs GPT-4o vs Midjourney)

Claude excels with structured XML tags (<instructions>, <context>) and nuanced analytical reasoning. GPT-4o delivers rapid code execution and function calling. Midjourney v6 prioritizes technical camera parameters (lens focal length, ISO, lighting style).

3Variable Injection & Workflow Automation

Standardizing your organizational prompts with template variables ({{topic}}, {{code}}) allows engineering teams to integrate LLM pipelines seamlessly into CI/CD and automated customer support workflows.

4Defensive Prompting & Hallucination Mitigation

Always instruct models to state 'I do not have sufficient information' when sources are ambiguous, rather than fabricating plausible-sounding technical documentation.

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