Ship Fast

What problem does it solve?

This Skill combats perfectionism and development paralysis, ensuring that valuable features are delivered quickly. It prioritizes immediate user value and iterative improvement over endless refinement, helping you avoid delays and get feedback sooner.

Core Features & Use Cases

• Prioritized Development: Focuses on critical system components (like memory and learning) first, deferring less urgent optimizations and cosmetic enhancements.
• MVP First Approach: Guides agents to define and deliver Minimum Viable Products that create immediate value, fostering rapid iteration.
• Use Case: When developing a new AI agent capability, this Skill ensures you build and deploy the core functionality (e.g., semantic embeddings) within hours, rather than spending weeks on non-critical features like advanced dashboards or UI animations.

Quick Start

Example: Building a feature with a "Ship Fast" mindset

// Feature: Real-time notifications // Time: 2h MVP

// Backend: Simple GraphQL subscription // Frontend: Basic useNotification hook // DB: Single notifications table // Tests: Smoke tests only // Deploy: TODAY

// Result: // - Works ✅ // - Users receive notifications ✅ // - Code readable ✅