Tool-tuned generation
Cursor wants file paths and step-by-step instructions. Claude wants XML tags and explicit success criteria. ChatGPT wants persona and few-shot examples. Umprompt knows the difference — and structures the output accordingly.
UmpromptBuilt for developers, automation builders, and AI power users
From “um…”
to the perfect prompt.
Turn rough ideas into structured prompts, prompt packs, and coding-agent specs — scored, optimized, and saved to your workspace. Built for Claude, Cursor, Codex, and ChatGPT.
Free to start7 prompts/weekUpgrade when ready
Founder offer: first 100 users get Pro for $4.99/mo or $34.99 lifetime with code UMPROMPT
ClaudeCursorCodexChatGPT
Rough ideaTool: Cursor
Build Supabase auth and a dashboard in my Next.js app
No structure. No context. No constraints.
91
Optimized prompt91 / 100
Goal
Set up Supabase authentication and a protected /dashboard route in Next.js 15 App Router.
Files to inspect
app/layout.tsx · middleware.ts · lib/supabase/
Implementation steps
- Install @supabase/ssr, add server + client helpers
- Configure middleware to validate session on each request
Do not break
- middleware.ts matcher — keep public routes open
- Existing /login and /signup flows
Acceptance criteria
- Unauthenticated /dashboard visit redirects to /login
- Magic-link sign-in lands on /dashboard with session
Score91/100
Clarity
95
Context
88
Constraints
91
Tool fit
94
Tuned for the tools you actually use
Cursor·Claude·ChatGPT·Midjourney·Veo·n8n·Airtable·Supabase
Launching with Cursor, Claude, ChatGPT — more soon.
6
quality dimensions scored
3
AI tools tuned
100
founder spots
Not another prompt library.
Libraries give you prompts someone else wrote. Umprompt generates prompts from your specific idea — structured around how your target tool actually works.
Built for people who actually use AI tools.
Not for sharing on Twitter. For shipping work. If you use Claude, Cursor, or ChatGPT to build real things, Umprompt is the missing step between your idea and execution.
Generate, score, optimize, and save.
One idea. Four steps. A quality-scored, optimized prompt saved to your workspace — ready to paste, iterate on, and reuse.
What it does
A workspace built around how AI tools actually work.
Generic prompt generators give you generic output. Umprompt is tuned per-tool, scored on real quality dimensions, and iterates until the prompt performs.
Six-dimension score
Every prompt is rated on Clarity, Context, Constraints, Examples, Output Format, and Tool Fit — each 0 to 100. Each dimension comes with one concrete, actionable tip you can apply immediately.
One-click optimization
Click "Optimize weak dimensions" and Umprompt rewrites the prompt targeting every low-scoring area using the exact tips from your score. A before → after comparison confirms the improvement.
How it works
From idea to a prompt that actually performs.
1
Describe your goal
Type what you want to build, write, or generate in plain language. Add optional context — audience, constraints, output format — to sharpen the result.
2
Pick your tool
Choose Cursor, Claude, or ChatGPT. Umprompt knows what each tool responds to best and structures the prompt accordingly — XML tags for Claude, step-by-step for Cursor, persona-first for ChatGPT.
3
Generate & score
Get a full prompt in seconds, immediately scored across six dimensions: Clarity, Context, Constraints, Examples, Output Format, and Tool Fit. Each dimension includes an actionable tip.
4
Optimize & save
Click "Optimize weak dimensions" to automatically rewrite the prompt targeting every low-scoring area. Then save it to your workspace — reopen and iterate anytime.
Use cases
What people build with Umprompt.
Cursor93/100
Build a SaaS feature from a rough idea
Rough idea
“Add a usage dashboard to my SaaS showing daily active users, revenue, and churn”
What you get
A step-by-step prompt with file paths, component breakdown, stack constraints, and acceptance criteria — ready to paste into Cursor.
Scored, optimized, and saved
Why Umprompt
Cursor needs file-aware context and atomic tasks. Generic prompts produce incomplete code. Umprompt structures your idea into the format Cursor executes reliably.
Claude89/100
Research and strategy prompts
Rough idea
“Analyze the top 5 competitors in the AI writing tools space — pricing, positioning, strengths, and gaps”
What you get
A structured research prompt with role definition, analysis framework, output sections, and XML format tags — Claude follows it precisely.
Scored, optimized, and saved
Why Umprompt
Claude performs best with explicit reasoning structure. Umprompt adds role, scope, and output format that keep the model on track and prevent drift.
ChatGPT86/100
Sales, email, and workflow prompts
Rough idea
“Write a 3-email cold outreach sequence targeting early-stage SaaS founders for a developer tools product”
What you get
A persona-driven prompt with tone guidelines, example emails, and exact deliverables — a full sequence, not a vague instruction.
Scored, optimized, and saved
Why Umprompt
ChatGPT responds to strong personas and few-shot examples. Umprompt builds these automatically from your rough idea, adding the detail most users skip.
Pricing
Start free. Upgrade when you’re ready.
Free plan gives you 7 prompts every week — enough to try the full workflow.
Free
$0
Always free
- 7 prompts/week
- Full prompt builder
- 6-dimension scoring
- Template library
Most popular
Pro
$9.99/mo
Founder: $4.99/mo with code UMPROMPT
- Unlimited fair-use prompts
- Prompt Packs
- Full history
- Priority support
Lifetime
$99.99
Founder: $34.99 with code UMPROMPT
- Everything in Pro
- Pay once, use forever
- All future updates
- Lifetime access
Founder spots for the first 100 users — apply code UMPROMPT at checkout
Stop wrestling with prompts. Ship work.
Free to start. Built for the people who actually use AI to get things done.
Open Umprompt