Vibe Coding Prompts: 30 Templates That Actually Work
The best vibe coders don't write code. They write better instructions. Here are 30 copy-paste templates you can customize to build production-ready software in minutes, plus the five patterns that separate a prompt that ships from one that flops.
The bottleneck in software has moved. It used to be syntax and engineering hours. Now it is the clarity of your instructions. More than 60% of developers already use AI tools in their workflow, according to the 2024 Stack Overflow Developer Survey, and the ones getting real results are not better typists. They are better at describing what they want. Describe a business process precisely and a platform like Vybe can stand up a working application, database and APIs included, without you touching a line of code.
This is your cheat sheet. Thirty prompts, organized by the jobs teams actually need done, each tested against real operations. Copy one, swap the brackets for your details, and start shipping. Want to see what other teams have already built across sales, support, and ops? Browse the Vybe gallery first. New to all this? Read the beginner's guide to vibe coding, then come back with an app idea.
The vibe coding prompt checklist
Before you paste anything, run your idea through six questions. Answer all six and your prompt will produce something usable on the first try. Miss a few and you will spend three rounds fixing guesses.
- Who is this for, and what problem does it solve?
- Which data source and tech stack should it use?
- What user roles and permissions matter?
- What does "working" look like, in specific outputs?
- What UI format fits (table, dashboard, form, Kanban, pipeline)?
- What is your first follow-up to refine it?
The 5 prompt patterns behind every good build
Every prompt in this guide leans on the same five patterns. Learn them once and you can write your own from scratch.
- Context priming. Tell the model who the tool is for, what problem it solves, and where it lives. "For a CS team of 6" beats "for a team."
- Constraint injection. Lock the stack, the data source, and the roles up front. "Connect to our PostgreSQL users table" removes a dozen guesses.
- Success criteria. Spell out what a finished build does. Name the exact columns, metrics, and actions. "Working" has to mean something concrete.
- Format specification. Say what the UI should be. A Kanban board, a sortable table, and a waterfall chart are three very different requests.
- The iteration loop. Your first build will not be perfect. Refine in small, targeted follow-ups instead of one giant re-prompt. Prompts 26 to 30 are pure iteration moves.
Vague prompts produce vague apps. "Build me a dashboard" gets you generic filler. The 30 below show what specificity buys you.
5 prompts for internal tools
Internal tools are the sweet spot for vibe coding: specific enough to be useful, simple enough to build fast. These are the apps your team needs but your engineers never have time to build. Browse the Vybe templates library for more starting points.
1. Admin panel for user management
"Build an admin panel for managing users in a SaaS application. Connect to a PostgreSQL database with a 'users' table. Show a searchable, sortable data table with columns: name, email, role, status (active/suspended/deleted), created date, last login. Include bulk actions for suspend/activate. Add a detail view that shows the user's full profile, activity log, and subscription tier. Only admins should be able to edit; viewers can see but not modify."
This works because it names the data source, lists exact columns, defines user roles, and asks for both list and detail views. Every pattern is in there: context, constraints, success criteria, format. See our guide on how to build an admin panel in minutes for a step-by-step walkthrough.
2. Approval workflow
"Create an internal approval workflow tool for expense reports. Employees submit expenses with amount, category (travel, software, meals, equipment, other), receipt upload, and description. Managers see a queue of pending approvals with one-click approve/reject and an optional comment field. Finance gets a read-only view of all approved expenses with CSV export. Show total approved spend by category and by month on a summary dashboard."
Three distinct user roles with different permissions. Clear data model. Specific UI requirements (queue, one-click actions, export, dashboard).
3. Inventory tracker
"Build an inventory management tool for a warehouse with 500+ SKUs. Connect to our existing MySQL database. Show current stock levels with color-coded alerts: green (above reorder point), yellow (approaching reorder), red (below minimum). Include a search and filter bar by category, supplier, and location. Add a form for logging stock in/stock out with quantity, date, and reason. Show a chart of stock levels over the past 90 days for any selected item."
Real scale (500+ SKUs), a specific data source, visual indicators with defined thresholds, and historical tracking.
4. IT asset manager
"Create an IT asset tracking tool. Track laptops, monitors, phones, and software licenses. Each asset has: type, make/model, serial number, assigned employee, purchase date, warranty expiration, status (in use, available, repair, retired). Show a dashboard with total assets by type, assets expiring warranty in the next 30/60/90 days, and unassigned equipment. Include an assignment workflow: select an asset, assign to an employee, auto-update status."
Covers the full lifecycle from purchase to retirement, includes time-based alerts, and has a workflow, not just a static table.
5. Feature request board
"Build an internal feature request board for a product team. Any employee can submit a request with: title, description, category (UX, performance, integration, new feature), and business impact (low/medium/high/critical). Product managers can update status (new, under review, planned, in progress, shipped, declined) and add internal notes. Show a public-facing board grouped by status and a private analytics view with requests by category, time in each status, and a trend line of submissions per week."
Two audiences with clear permissions, statuses with workflow, and analytics that make the tool useful beyond collecting requests.
5 prompts for dashboards and analytics
Dashboards are the most common vibe coding project. The difference between a good one and a useless one is specificity. Vybe's actionable BI use case page shows what is possible when dashboards connect to real data.
6. Sales pipeline dashboard
"Build a sales pipeline dashboard that connects to HubSpot. Show total pipeline value, number of deals by stage, average deal size, and win rate for the current quarter. Include a funnel chart showing conversion rates between stages. Add a table of deals closing this month sorted by expected close date. Include filters for deal owner, deal size range, and date range. Make it refresh automatically every 15 minutes."
Named data source, specific metrics with time ranges, multiple visualization types, and auto-refresh. If you would rather not maintain the refresh yourself, an agent like Darin sets up a pipeline board and sends a daily digest that flags deals with missing data.
7. Marketing performance dashboard
"Create a marketing analytics dashboard. Pull data from Google Analytics and our PostgreSQL database. Show: website traffic (sessions, unique visitors, bounce rate) for the past 30 days with a daily trend line. Conversion funnel from visit to signup to paid. Top 10 landing pages by conversion rate. Campaign performance table with spend, clicks, CPA, and ROAS. Include a date range picker that defaults to last 30 days."
Multiple data sources, specific metrics with defaults, and a clear conversion funnel that ties activity to outcomes.
8. Customer health score dashboard
"Build a customer health dashboard for a CS team. Connect to Salesforce for account data and our PostgreSQL database for usage metrics. Calculate a health score (1-100) based on: login frequency (30%), feature adoption (25%), support ticket volume (20%), NPS score (15%), contract renewal date proximity (10%). Show accounts sorted by health score with red/yellow/green indicators. Include a detail view per account with score breakdown and trend over the past 6 months. Alert on any account that drops more than 15 points in a week."
Defines the scoring formula explicitly, so the model does not have to guess what "health" means. Includes trends, drill-downs, and alerts. Prefer to skip the build entirely? An agent like Jalen runs this churn-risk detection daily and drafts the save-play outreach for you.
9. Engineering velocity dashboard
"Create an engineering metrics dashboard. Connect to our Linear workspace. Show: tickets completed per sprint (last 8 sprints), average cycle time from 'In Progress' to 'Done', bug vs. feature ratio, and PR merge time distribution. Group by team (Frontend, Backend, Platform). Include a table of currently blocked tickets with assignee and days blocked. No charts for charts' sake; every metric should answer a specific question about team throughput."
Explicit data source (Linear), metrics tied to decisions, and the instruction "no charts for charts' sake" that prevents decorative filler.
10. Financial overview dashboard
"Build a financial overview dashboard for the leadership team. Connect to QuickBooks for revenue and expense data. Show: MRR, ARR, monthly burn rate, runway in months, gross margin %, and net revenue retention. Include a waterfall chart for MRR changes (new, expansion, contraction, churn). Show a 12-month revenue forecast based on current growth rate. All numbers should be formatted in USD with appropriate abbreviations ($1.2M, $340K)."
Executive-level metrics, a specific chart type (waterfall), forecasting, and formatting details that make the output boardroom-ready.
5 prompts for CRM and sales ops
CRM tools built for your specific sales process outperform generic ones every time. These prompts generate tools tailored to how your team actually sells. See Vybe's CRM use case page for examples.
11. Custom CRM with pipeline management
"Build a CRM for a B2B SaaS sales team of 8 reps. Track contacts (name, email, phone, company, title, LinkedIn URL), companies (name, industry, size, website, annual revenue), and deals (name, amount, stage, close date, probability, owner). Pipeline stages: Lead, Discovery, Demo Scheduled, Proposal Sent, Negotiation, Closed Won, Closed Lost. Show a Kanban board for the pipeline, a table view with sorting/filtering, and a dashboard with total pipeline value, average days in each stage, and win rate by rep."
Complete data model with relationships, multiple views (Kanban, table, dashboard), and rep-level analytics. Once you have your custom CRM built, read our guide on how to build a custom CRM with AI in one prompt to scale it further.
12. Lead scoring tool
"Create a lead scoring system that connects to HubSpot. Score each lead (1-100) based on: company size (20%), industry match (20%), engagement level based on email opens and site visits (25%), job title seniority (20%), and recency of last activity (15%). Show a ranked list of leads with scores, a breakdown of why each lead scored the way it did, and a daily email alert for any lead that crosses the score threshold of 75."
Explicit scoring weights, transparent methodology, and actionable alerts. The model knows how to calculate every number.
13. Sales call tracker
"Build a call logging tool for outbound sales. Each call log captures: contact name, company, call duration, outcome (connected, voicemail, no answer, wrong number), next steps, and follow-up date. Show a daily activity dashboard: calls made per rep, connection rate, and meetings booked. Include a weekly leaderboard ranked by meetings booked and a view of all overdue follow-ups."
Activity tracking with clear outcomes, rep-level visibility, and accountability through the overdue follow-ups view. For the prep-and-follow-up side of the job, an agent like Ashley handles call notes, follow-up drafts, and CRM updates on its own.
14. Quote and proposal generator
"Create a quote builder for a SaaS company with 3 pricing tiers (Starter at $49/mo, Pro at $149/mo, Enterprise at custom pricing). Sales reps select the tier, add optional add-ons (extra seats at $10/seat, premium support at $50/mo, custom integrations at $200/mo), set the contract term (monthly, annual with 15% discount, 2-year with 25% discount), and generate a PDF quote with line items, total, and terms. Store all quotes in a table linked to the deal in the CRM."
Pricing logic baked in so the model can calculate correctly. Clear add-on structure, discount rules, and output format.
15. Commission calculator
"Build a sales commission calculator. Base commission is 10% of closed deal value. Accelerators: 12% for deals over $50K, 15% for deals over $100K. Quarterly bonus: if rep exceeds quota by 10%+, add a 5% bonus on all deals that quarter. Pull deal data from Salesforce. Show each rep's total commission this quarter, a breakdown by deal, and a forecast of projected commission based on pipeline deals and their close probability."
Specific commission structure with tiered accelerators. The model does not have to guess the business rules.
5 prompts for HR and people ops
HR processes generate tons of repetitive admin work. These prompts automate the parts that do not need a human touch. Vybe's HR processes use case shows what is possible.
16. Employee onboarding tracker
"Build an onboarding tracker for new hires. When a new employee starts, create a checklist with tasks: IT setup (laptop, email, Slack), HR paperwork (I-9, tax forms, benefits enrollment), manager intro meeting, team lunch, 30-day check-in. Each task has an owner (IT, HR, manager) and a due date relative to start date. Show a dashboard of all active onboardees, their completion percentage, and any overdue tasks. Managers see only their direct reports."
Relative scheduling (days from start date), multiple task owners, and role-based visibility. Our dedicated guide on vibe coding for HR and people ops shows how this reshapes the onboarding flow.
17. PTO tracker
"Create a PTO tracking tool. Employees request time off with dates, type (vacation, sick, personal), and optional notes. Managers approve or deny with one click. Show each employee's remaining balance (starting with 20 vacation days, 10 sick days per year). Display a team calendar showing who's out on any given day. Auto-deny requests that would exceed the balance. Include a year-end report of PTO usage by department."
Business rules (balances, auto-deny), a team-level calendar view, and reporting.
18. Performance review system
"Build a performance review tool for quarterly reviews. Employees write a self-assessment (accomplishments, areas for growth, goals for next quarter). Managers write a review with ratings (1-5) on: quality of work, collaboration, initiative, and communication. Both are visible to the employee after the manager submits. Show HR a dashboard of average ratings by department, distribution of scores, and any employees rated below 3 in any category. Keep historical reviews accessible for each employee."
Dual-perspective reviews with specific rating dimensions, conditional visibility (employee sees after manager submits), and HR analytics. The engineering performance evaluation template is a ready-made version.
19. Job applicant tracker
"Create an applicant tracking system for a growing startup hiring for 5 open roles. Track applicants (name, email, role applied for, source, resume URL, status). Statuses: Applied, Phone Screen, Technical Interview, Final Interview, Offer, Hired, Rejected. Show a Kanban board per role with applicants as cards. Include interview feedback forms (interviewer, rating 1-5, structured notes, hire/no-hire recommendation). Show a recruiting funnel with drop-off rates between stages."
Complete hiring workflow with structured feedback, per-role views, and conversion analytics. If parsing resumes and screening candidates is the real time sink, an agent like Carolyn does that end to end.
20. Employee survey tool
"Build an anonymous employee engagement survey tool. Quarterly surveys with 10 Likert-scale questions (1-5, strongly disagree to strongly agree) plus two open-text fields. Results show average scores per question, trend over the past 4 quarters, and a word cloud from open-text responses. Only HR and the CEO can see results. Anonymity is absolute: no way to identify who submitted what, even with small teams. Send a Slack reminder when a new survey opens."
Anonymity as a hard constraint, trend analysis, and specific distribution controls.
5 prompts for automations and workflows
Automations are where vibe coding saves the most time per hour invested. Build once, let it run. These prompts create systems that work while you are doing something else.
21. Slack standup bot
"Create an automated standup system. Every weekday at 9 AM, send a Slack DM to each team member asking three questions: What did you do yesterday? What are you working on today? Any blockers? Collect responses and post a summary to the #standup channel at 10 AM. Show a dashboard of response rates per person and common blockers over the past 30 days. Flag anyone who hasn't responded by 9:45 AM."
Scheduled triggers, structured collection, automated aggregation, and accountability tracking. For more automation inspiration, browse our department workflow guides like sales workflow ideas or marketing workflow ideas.
22. Invoice processor
"Build an invoice processing workflow. Upload a PDF invoice and automatically extract: vendor name, invoice number, date, line items, subtotal, tax, and total. Match the vendor against our vendor database (PostgreSQL). If the vendor exists and the total is under $5,000, auto-approve and log it. If over $5,000 or unrecognized vendor, route to the finance manager for manual approval. Show a table of all processed invoices with status and a monthly spend summary."
Document parsing, conditional logic, threshold-based routing, and an audit trail.
23. Customer feedback triage
"Create a feedback triage system. Pull support tickets from Intercom and app store reviews from a Google Sheet. Categorize each piece of feedback as: bug report, feature request, praise, or complaint. Auto-assign priority based on customer tier (enterprise = high, pro = medium, free = low). Route bugs to engineering Slack, feature requests to the product board, and complaints to the CS lead. Show a weekly summary of feedback volume by category and sentiment trend."
Multi-source ingestion, automated categorization, priority rules, and intelligent routing. An agent like Ashton already runs this triage across your inbox every few hours, and the customer feedback hub template is a ready-made starting point.
24. Competitor price monitor
"Build a competitor price monitoring tool. Track pricing pages for 5 competitors (I'll provide the URLs). Check daily for changes in plan names, prices, and feature lists. When a change is detected, log it with a timestamp, send a Slack alert to #product, and highlight the diff. Show a historical view of each competitor's pricing over time and a comparison table of all competitors side-by-side."
Web scraping with change detection, alerting, and historical tracking. This is exactly the kind of durable app a Vybe agent builds once and then operates on a schedule, so the data is always current when you open it.
25. Meeting notes automator
"Create a meeting notes workflow. After each meeting (pull from Google Calendar), prompt the organizer via Slack to fill in: key decisions made, action items (with owner and due date), and open questions. Auto-create tasks in Linear for each action item. Show a searchable archive of all meeting notes with filters by date, attendees, and project. Flag action items that are overdue."
Calendar-triggered, structured capture, task creation in external tools, and accountability.
5 prompts for debugging and iteration
Building is half the job. Fixing, refining, and improving is the other half. These prompts help you level up apps that already work. For more on the security side, see our guide to vibe coding safety.
26. Performance fix
"The dashboard is loading slowly when there are more than 1,000 rows in the deals table. Add pagination (50 rows per page), lazy-load the charts so they don't block the initial render, and add an index on the 'created_at' column in PostgreSQL. Show a loading skeleton while data is being fetched."
A specific performance bottleneck, concrete solutions, and UX guidance for the loading state.
27. Security hardening
"Review the app for security issues. Ensure all database queries use parameterized queries (no string interpolation). Verify that every API endpoint checks user authentication and authorization. Move any hardcoded API keys to environment variables. Add rate limiting (100 requests per minute per user) to all write endpoints. Add input validation on all form fields."
A hit list of specific security checks with concrete parameters.
28. Mobile responsiveness
"The app looks broken on mobile. Make the data table horizontally scrollable on screens under 768px. Stack the dashboard charts vertically instead of in a grid. Make the navigation a collapsible hamburger menu. Ensure all tap targets are at least 44x44 pixels. Test at iPhone SE (375px), iPhone 14 (390px), and iPad (768px) widths."
Specific breakpoints, named solutions for each problem, and test dimensions.
29. Error handling
"Add proper error handling throughout the app. When an API call fails, show a user-friendly error message (not a stack trace) with a retry button. If the database connection drops, show a 'Reconnecting...' state instead of a blank screen. Log all errors to a table with timestamp, endpoint, error message, and user ID. Add a /health endpoint that returns 200 if the database is connected and the main API dependencies are responding."
User-facing errors, graceful degradation, logging, and health checks.
30. Data export and reporting
"Add export functionality to all data tables. Users can export to CSV or PDF. CSV exports should include all rows (not just the current page). PDF exports should be formatted as a report with the table title, date generated, and applied filters noted at the top. Add a scheduled weekly report that emails the team a PDF summary of key metrics every Monday at 8 AM."
Multiple formats, full data sets, formatted output, and scheduled delivery.
How to get the most out of these prompts
Copy any prompt above, replace the specifics with your own context, and paste it into Vybe.
A few things worth keeping in mind:
Customize aggressively. These are starting points. The more you tailor the data sources, user roles, and success criteria to your actual situation, the better your output.
Iterate in small steps. Your first build won't be perfect. Follow up with specific, small prompts (see #26-30 for the pattern).
Combine prompts. Need a CRM with a built-in dashboard and automated follow-up reminders? Start with prompt #11, then layer in elements from #6 and #25.
Check the templates library. Many of these prompts map directly to Vybe templates. Starting from a template and customizing with a prompt is often faster than building from scratch.
Put an agent on it
You have the prompts. You have the five patterns. You have the checklist. The next step depends on how much you want to own.
Write the prompt yourself and you get an app in minutes. Or describe the job once and let a Vybe agent build the tool and then keep operating it, refreshing the data and handling the busywork on a schedule while you do something else. That is the real shift: not a faster way to write code, but a coworker that ships the software and runs it for you.
If you want the wider context first, read our comparison of vibe coding, traditional coding, and low-code, or see how non-technical founders build real businesses this way.
Frequently Asked Questions
What is the best vibe coding prompt for building an app?
The best vibe coding prompt specifies four core elements: context, constraints, success criteria, and output format. Instead of asking to "build a CRM," ask for "a B2B CRM with a 7-stage Kanban board connected to a PostgreSQL database with contacts and deals tables."
How do I write vibe coding prompts for complex workflows?
For complex workflows, break the prompt into sequential steps. Describe the initial trigger, the processing logic, the conditional routing, and the final action. Then refine each step with a small follow-up prompt.
Do I need to know how to code to use vibe coding prompts?
No. Vibe coding lets you build software by describing what you want in plain language. Feeding high-quality instructions into a platform like Vybe generates a working web application, including its UI, database schema, and third-party integrations, without you writing a single line of code.
Ready to put an agent to work? Describe your first build and let a Vybe agent ship it, then keep it running for you.
