This is a focused framework for shipping MVPs in 1-2 weeks instead of dragging out for months. It includes a feature matrix to categorize ideas and pushes you to build the minimum viable product, not the minimum pretty product. The core idea is starting with whatever proves or disproves your riskiest assumption first. It's opinionated in a helpful way if you tend to overthink scope or get stuck polishing features nobody asked for. From daffy0208's ai-dev-standards repo with 28 stars. Best for solo devs or small teams who need guardrails against feature creep when validating a new idea.

GitHub stars
33
last updated
Aug 21, 2026

Install

$ npx -y skills add daffy0208/ai-dev-standards --skill 'MVP Builder' --agent claude-code

Installs into .claude/skills of the current project.

Files

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

Sponsors

Details

Repository
github.com/daffy0208/ai-dev-standards
Categories
Code Review & Quality, AI & Agent Building, Release Management
First seen
Jun 3, 2026

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