CodingFree
Bug Diagnosis Prompt
Turn symptoms and evidence into testable hypotheses, a focused investigation, and a validated fix plan.
Debug · Analyze
ChatGPTCodexClaude
intermediateView prompt
UMG PROMPT LIBRARY
Better instructions.
Better AI.
Search, customize and download practical prompts for the AI tools you actually use.
Built for real work. Ready to make your own.
THE HUMAN BEHIND THE PROMPT.FIND YOUR NEXT STARTING POINT
Your results
Image GenerationFree
Image Prompt Enhancer
Expand a rough visual idea into a controlled image-generation brief without obscuring the creative intent.
Create · Optimize
ChatGPTClaudeGrokGemini
beginnerView prompt
Social MediaFree
TikTok 60-Second Script Builder
Create a tight, shootable short-form video script with a credible hook, pacing, and visual beats.
Write · Create
ChatGPTClaudeGrokGemini
beginnerView prompt
Social MediaFree
X Post Hook Generator
Generate strong opening lines for an X post while avoiding clickbait and unsupported claims.
Write · Brainstorm
ChatGPTClaudeGrok
beginnerView prompt
ResearchFree
Competitor Research Prompt
Build an ethical competitor research brief that distinguishes evidence from inference.
Compare · Analyze · Research
ChatGPTClaudeGrokGemini
intermediateView prompt
SEOFree
Keyword Research Planner
Turn a market, audience, and evidence set into a practical keyword research plan without fabricating volume data.
Plan · Analyze · Research
ChatGPTClaudeGemini
intermediateView prompt
WritingFree
AI Writing Slop Remover
Rewrite an AI-sounding draft into specific, natural prose while preserving its meaning and factual boundaries.
Write · Optimize
ChatGPTClaudeGrokGemini
beginnerView prompt
CodingFree
Code Review Checklist
Review a proposed code change for correctness, security, maintainability, and operational risk.
Learn · Audit · Debug
ChatGPTCodexClaude
advancedView prompt
AI ToolsFree
MCP Server Explainer / Planner
Explain an MCP server and turn a use case into a scoped implementation and security plan.
Build · Learn · Plan
ChatGPTCodexClaudeGemini
intermediateView prompt
BusinessFree
Small Business Content Planner
Create a sustainable content plan tied to customer questions, business goals, and available capacity.
Create · Plan · Automate
ChatGPTClaudeGemini
intermediateView prompt
Prompt EngineeringFree
Prompt Template Builder
Turn a repeatable task into a clear prompt template with variables, guardrails, and evaluation criteria.
Build · Create · Optimize
ChatGPTCodexClaudeGrokGemini
intermediateView prompt
MarketingFree
YouTube Video Outline
Plan a coherent YouTube video with a strong promise, evidence beats, retention transitions, and a useful close.
Write · Create · Plan
ChatGPTClaudeGemini
intermediateView prompt
A LITTLE DIRECTION GOES A LONG WAY
Explore UMG Guides ↗Great results start with a clear brief.
Learn how to give your AI the context it needs.