ship-learn-next

The Ship-Learn-Next skill is designed to move users beyond passive consumption of educational material. It bridges the gap between learning a concept and actually applying it by guiding the user through a structured, iterative framework. Instead of creating static study plans, this agent helps users identify actionable principles within transcripts, articles, or tutorials, and maps them into 'Ship-Learn-Next' cycles. The framework focuses on the principle that 100 reps of practice are more valuable than 100 hours of study, encouraging users to build, reflect, and iterate toward a specific goal.

• Converts educational content into concrete, shippable implementation steps and actionable reps.

• Defines specific, time-bound quests (4-8 weeks) based on source material to prevent aimless learning.

• Breaks down complex goals into the smallest possible shippable version (Rep 1) to build immediate momentum.

• Includes reflective practice components to help users assess what worked, what failed, and how to improve in subsequent cycles.

• Employs a direct, coaching-oriented conversation style that pushes for concrete commitments and avoids theoretical stagnation.

• Activate this skill when you have raw content like YouTube transcripts or notes and need a practical 'how-to' roadmap.

• Inputs expected: A path to a file containing your educational source material.

• Outputs: A structured Markdown quest plan containing core lessons, defined Reps, success criteria, and a clear path for future iterations.

• Always prioritize shipping artifacts over reading more; the goal is to practice skills in real-world scenarios.

• Perfect for developers, creators, and learners who feel stuck in 'tutorial hell' and need to transition to building and active implementation. The framework helps you avoid vague goals like 'learn X' and forces you to adopt targets like 'ship Y by Z date'.