Copy, remix, and improve AI prompts that solve real tasks

Prompt directory

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• Landing Page From Product Brief

  Generates high-converting landing page with copy, layout, A/B variants, and hosted preview from a simple product description. Popular in ChatGPT Work demos.

• MCP Tool Discovery Agent

  Analyzes your workflow and recommends specific Model Context Protocol servers to install. Trending as MCP adoption grows across Claude Desktop.

• Write Docs for Future You

  Documentation prompt that treats your future self as a teammate who needs to maintain code. Trending for creating human, maintainable docs.

• Data Automation Blueprint

  Analyzes datasets and designs complete automation pipelines for cleaning, reporting, and trend detection. Going viral for turning analysis into actionable systems.

• Senior QA Test Suite Generator

  Turns a user story into a full prioritized test suite with IDs, preconditions, steps, and requirement traceability — and flags untestable ambiguity.

• Before-After-Bridge Story

  The BAB copywriting framework with concrete-detail guardrails: paint the specific pain, the specific outcome, and the 1-2 features that bridge them.

• Transparent Market Sizing

  TAM/SAM/SOM with the work shown: top-down vs bottom-up estimates, every assumption listed as a swappable bullet, ranges instead of fake precision.

• Stack-Specific Security Add-On

  Extends security code review with language and framework-specific vulnerabilities for React, Node.js, Python, Django, Rails, and 25+ other stacks.

• Sarcastic AI Assistant

  Viral character prompt: sarcastic AI that reluctantly helps while making witty comments. 15.2K uses, 8.7K shares on ChatGPTLearn trending list. — spotted on ChatGPTLearn trending #1, 15.2K uses

• FastAPI Async Boundary Isolation

  Enforces clean async/await boundaries in FastAPI applications with token rate limiting. Viral in backend development communities for preventing async anti-patterns.

• AIDA Launch Copy

  The classic AIDA framework tuned for launches: mechanism-backed interest, vivid desire, one CTA — plus 3 hook variants ready for A/B testing.

• ChatGPT Work Contract Generator

  Creates production-ready legal contracts with variable fields, redlines, and jurisdiction toggles. Viral after GPT-5.6 Work launch in July 2026. — spotted on ChatGPT AI Hub playbook, July 2026

• Act as Linux Terminal

  ChatGPT simulates a Linux terminal session, responding to commands with realistic output. Viral on GitHub with 155k stars for learning and testing.

• Anime Double-Exposure Travel Poster

  Viral image prompt creating vintage travel posters with your silhouette layered over destination landmarks. Exploded in India with 1B+ images generated.

• Diverge Then Converge

  Two-phase brainstorming that beats the usual 5 safe ideas: 20 unfiltered ideas first, then a critical editor clusters, picks 5, and kills the rest.

• Competitive Teardown

  A competitor analysis that ends in a decision, not a feature table: their moat, their weakest point, and the specific wedge where you can win.

• Anti-Slop Component Builder

  Generates non-generic UI components by forcing archetype selection, palette constraints, self-audit, and fixes before final output. Trending as counter to AI-generated SaaS uniformity.

• Adversarial Input Fuzzer

  Tries to break your form or API on purpose with the 15 nastiest realistic inputs, grouped into broken / unverified / test-manually.

• Deep Research Brief

  The meta-prompt for any deep-research tool: confirm scope first, cross-check every claim across sources, deliver an exec summary with citations.

• Viral Thread Architect

  The hook-first thread formula: 3 hook options, one idea per tweet, specificity over filler, and a payoff instead of a listicle fade-out.

• Editorial Layout Generator

  Creates editorial-style layouts with numbered lists, marginalia, drop caps, and print-inspired typography. Trending as alternative to card-based layouts.

• Constraint-First Cursor Debug

  Forces AI to audit data flow, propose three causes, then fix only one specified issue to break infinite debugging loops in Cursor IDE. — spotted on Web Pulse article on Cursor debugging workflow

• Search Query Expander with Synonyms

  Expands user search queries with semantic synonyms and related terms to improve match rates in tool directories and content platforms.

• MCP Server Config Generator

  Creates Model Context Protocol server configurations for Cursor and Claude. Surging as MCP adoption grows for custom tool integration and data access.