MCPInstall

mvp builder

Rapid MVP development and feature prioritization for fast product validation. Use when building minimum viable products, prioritizing features, validating ideas quickly, or when users need to ship products fast while avoiding over-engineering.

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/daffy0208/ai-dev-standards --skill mvp-builder
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads mvp builder automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

MVP Builder

Ship MVPs in 1-2 weeks, not months.

Core Principle

Start with the smallest thing that proves/disproves your riskiest assumption.

MVP = Minimum Viable Product, not Minimum Pretty Product.

MVP Feature Matrix

Categorize every feature idea using this matrix:

CategoryDefinitionAction
P0Must have for core value propositionBuild now
P1Important but can wait for v1.1Ship after validation
P2Nice to have, delight featuresShip v2+
Out of ScopeNot needed for validationDefer indefinitely

Example: Task Management MVP

P0 (Week 1):

  • Create task with title/description
  • Mark task complete
  • View task list
  • Basic authentication

P1 (Post-validation):

  • Due dates, priorities, reminders

P2 (Future):

  • Team collaboration, file attachments, mobile app

Out of Scope:

  • Gantt charts, time tracking, integrations

5 MVP Patterns

1. Concierge MVP

Definition: Manually deliver the service before building automation

When to use: Core value is service delivery, not technology

Examples:

  • Food delivery → Take orders via WhatsApp, deliver yourself
  • AI copywriter → Manually write copy for customers
  • Scheduling tool → Coordinate meetings via email

Time: 1-3 days | Validates: People want the service


2. Wizard of Oz MVP

Definition: Interface looks automated, but humans operate it behind the scenes

When to use: Automation is expensive/complex to build

Examples:

  • Zapier early days → Manually created integrations
  • AI chatbot → Human answers, customer thinks it's AI

Time: 1 week | Validates: Users engage with interface


3. Landing Page MVP

Definition: Explain the product + collect emails (no product yet)

When to use: Testing demand before building anything

Examples:

  • Dropbox → Video showing concept
  • Buffer → Landing page before code existed

Time: 1-2 days | Validates: People sign up for waitlist


4. Single-Feature MVP

Definition: One feature that solves one problem

When to use: One feature delivers 80% of value

Examples:

  • Twitter → Just post 140-character updates
  • Instagram → Just share photos with filters
  • Stripe → Just accept credit card payments

Time: 1-2 weeks | Validates: People use the core feature


5. Piecemeal MVP

Definition: Combine existing tools instead of building custom

When to use: You can cobble together a solution with existing tools

Examples:

  • Typeform + Airtable + Zapier + Stripe
  • No-code tools: Webflow, Bubble, Retool

Time: 2-5 days | Validates: Workflow works end-to-end

Tech Stack Decision Tree

Is this a web app?
├─ YES
│  ├─ Need real-time?
│  │  ├─ YES → Next.js + Supabase + WebSockets
│  │  └─ NO → Remix + PostgreSQL
│  └─ Simple CRUD? → Supabase + React
└─ NO
   ├─ Mobile app? → React Native + Expo
   ├─ API only? → Express + PostgreSQL
   ├─ Chrome extension? → Vanilla JS + Chrome APIs
   └─ CLI tool? → Node.js or Python

Recommended MVP Stack:

  • Frontend: React + Vite or Next.js
  • Backend: Supabase (Postgres + Auth + Storage) or Express.js
  • Styling: Tailwind CSS + shadcn/ui
  • Hosting: Vercel/Netlify (frontend) + Railway/Fly.io (backend)
  • Auth: Clerk or Supabase Auth
  • Payments: Stripe Checkout

Speed-Focused Tools:

  • Supabase (backend in 10 min)
  • Vercel v0 (UI generation)
  • Clerk (auth in 5 min)
  • Stripe Checkout (payments in 20 min)

Anti-Patterns to Avoid

❌ Building features "just in case" → Build when 3+ users request ❌ Perfect design before launch → Ship functional, ugly is fine ❌ Over-engineering architecture → Monolith is fine for MVP ❌ Custom authentication → Use Clerk, Auth0, or Supabase Auth ❌ Building admin panel first → Use database GUI (Retool/Supabase) ❌ Mobile app before web → Web first, always ❌ Scaling for 1M users → Build for 10 users, scale when needed

MVP Quality Standards

Must Have ✅

  • Core feature works end-to-end
  • Basic auth (login/signup)
  • Deploys without crashing
  • Mobile-responsive (doesn't need to be beautiful)
  • Basic error handling

Can Skip ⏸️

  • Perfect UI/UX
  • Email notifications
  • Advanced features
  • Analytics dashboard
  • Error monitoring (add after validation)
  • Tests (add after product-market fit)

Build Process

Week 1: Build Core Feature

Days 1-2: Design + Setup

  • Sketch 3 screens (paper/Figma)
  • Set up repo + database (3-5 tables max)
  • Deploy infrastructure

Days 3-4: Build

  • Authentication (use library, don't build)
  • Core feature (1 user flow only)
  • Basic UI (use component library)

Day 5: Polish + Deploy

  • Fix critical bugs
  • Deploy to production
  • Share with 5 friends for feedback

Week 2: Validate

Days 1-2: Iterate

  • Fix issues from Week 1 feedback
  • Add 1-2 critical missing features

Days 3-4: Get Users

  • Share on social media
  • Post in relevant communities
  • Email 20 people personally

Day 5: Analyze & Decide

  • Did 10+ people sign up?
  • Did 3+ people use it 3+ times?
  • Are 1-2 people willing to pay?

Decision Point:

  • ✅ Yes to above → Build P1 features
  • ❌ No → Pivot or kill project

Launch Checklist

Pre-Launch (1 hour):

  • Core user flow works end-to-end
  • Sign up + login works
  • Deployed with HTTPS
  • Privacy policy + ToS (use generator)

Launch Day:

  • Post on Twitter/LinkedIn with screenshot
  • Share in 3-5 relevant communities
  • Email 20 people personally

Week 1 Post-Launch:

  • Reply to every piece of feedback
  • Fix critical bugs within 24 hours
  • User interview with 3-5 early users

Success Metrics

MVP validation criteria:

  • 10+ signups in first week
  • 3+ people use it 3+ times
  • 1-2 people willing to pay

If you hit these: You might have something. Build P1 features.

If you don't: Pivot or move on. Don't invest months in something nobody wants.

Real MVP Examples

Successful minimal starts:

  • Airbnb: Photos of their apartment + PayPal link
  • Stripe: Just a form to collect card details
  • Dropbox: Video demo before building product
  • Uber: iPhone app in San Francisco only
  • Facebook: Harvard students only, basic profiles

All started much smaller than you think.

Related Resources

Related Skills:

  • product-strategist - For validating product-market fit
  • frontend-builder - For building the UI
  • api-designer - For backend API design
  • deployment-advisor - For deployment decisions
  • go-to-market-planner - For launch strategy

Related Patterns:

  • META/DECISION-FRAMEWORK.md - Platform selection decision tree

Related Playbooks:

  • PLAYBOOKS/build-mvp.md - Step-by-step MVP build procedure (when created)

Quick Reference

For experienced users:

  • Identify riskiest assumption
  • Choose MVP pattern (Concierge/Wizard/Landing/Single-Feature/Piecemeal)
  • Categorize features (P0/P1/P2/Out of Scope)
  • Build P0 only (1-2 weeks max)
  • Ship ugly but functional
  • Validate with 10+ users
  • Decide: build P1 or pivot

FAQ

What does the mvp builder skill do?

Rapid MVP development and feature prioritization for fast product validation. Use when building minimum viable products, prioritizing features, validating ideas quickly, or when users need to ship products fast while avoiding over-engineering.

How do I install mvp builder?

Run npx skills add https://github.com/daffy0208/ai-dev-standards --skill mvp-builder in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/mvp-builder/ (personal) or .claude/skills/mvp-builder/ (project).

Which AI agents can use mvp builder?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is mvp builder safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains mvp builder?

It is published by daffy0208 in daffy0208/ai-dev-standards. It has 162 recorded installs.

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