$ cd ~/projects

Structured Learning Skill

updated Jul 2026source

// how it works

> An AI-powered, project-based learning engine for mastering any technology or framework by building a **resume-strong Capstone Project** through gamified **Micro-Tasks** and an interactive **9-Step Learning Cycle**. --- --- ## Overview The **Structured Learning Framework** transforms passive reading into **deep, resume-building mastery**. Acting as a dedicated **AI Teacher-Agent & Game Master**, it helps you brainstorm or select a top-tier Capstone Project, maps out project milestones (Frontend, Backend, Operations), breaks topics into 15-30 minute micro-task quests for continuous dopam

An AI-powered, project-based learning engine for mastering any technology or framework by building a resume-strong Capstone Project through gamified Micro-Tasks and an interactive 9-Step Learning Cycle.

Overview

The Structured Learning Framework transforms passive reading into deep, resume-building mastery. Acting as a dedicated AI Teacher-Agent & Game Master, it helps you brainstorm or select a top-tier Capstone Project, maps out project milestones (Frontend, Backend, Operations), breaks topics into 15-30 minute micro-task quests for continuous dopamine hits, awards XP & Badges, and enforces active recall.

Gamification Engine

  • Bite-Sized Micro-Task Quests: Challenges are split into 15-30 min micro-tasks (Quest 1, Quest 2) for fast wins and high motivation.
  • XP & Level Progression: Earn XP for WIUs (+50 XP), Quests (+50 XP), Challenges (+100 XP), BREAK IT (+50 XP), and Milestones (+300 XP). Advance from Novice Explorer to Senior Master Architect.
  • Unlockable Achievements: Badges like ️ Foundation Architect, Backend Mastermind, UI Wizard, ️ Bug Hunter, Chaos Monkey, and Production Titan.
  • Gamified Progress Dashboard: Live XP progress bar [████████░░], active streak tracker, unlocked badges matrix, and milestone checklist in coursework/progress.md.

The 9-Step Learning Cycle

flowchart LR
    A["1. LEARN"] --> B["2. ANSWER (+50 XP)"]
    B --> C["3. REVIEW"]
    C --> D["4. APPLY / QUESTS (+100 XP)"]
    D --> E["5. VERIFY"]
    E --> F["6. REVISE"]
    F --> G["7. BREAK IT (+50 XP)"]
    G --> H["8. ERROR LOG (+25 XP)"]
    H --> I["9. RECALL"]
Step Action Description Gamification
1️⃣ LEARN Read Core Concepts Study curated docs, architectural guides, and examples. —
2️⃣ ANSWER Write WIU File Explain concepts in your own words & log doubts (What I Understand). +50 XP
3️⃣ REVIEW AI Assessment Teacher-agent corrects misconceptions & resolves doubts. —
4️⃣ APPLY Micro-Task Quests Solve bite-sized hands-on quests under time-boxed constraints. +50 XP / Quest
5️⃣ VERIFY Code Review Agent evaluates logic, edge cases, and code quality. —
6️⃣ REVISE Refine & Refactor Implement feedback and document changes made. —
7️⃣ BREAK IT Stress Test Intentionally break code on a dev branch to observe failure modes. +50 XP
8️⃣ ERROR LOG Track Root Causes Record mistakes & underlying patterns in error_journal.md. +25 XP
9️⃣ RECALL Spaced Repetition Re-answer self-assessments from memory before the next sitting. —

[!IMPORTANT] Post-Project Milestone: After completing all sittings and building your Capstone Project, face a 20-question rapid-fire Teach-Back Interview & Resume Pitch to prove complete mastery without notes.

Key Capabilities

  • Capstone Project Brainstorming & Selection: Brainstorms with you at setup or proposes resume-strong project concepts engineered to impress hiring managers.
  • Milestone Roadmap: Maps coursework directly across Frontend, Backend, Operations, Auth, and Live Deployment.
  • Continuous Dopamine Loop: Small, micro-task quest breakdown prevents fatigue and keeps engagement high.
  • Automatic Roadmap Ingestion: Scrapes platforms like roadmap.sh or GitHub repositories to build accurate curricula.
  • Phased Incremental Generation: Delivers topic files one at a time to maintain high detail, avoid context limits, and adapt to your pace.
  • ‍ Socratic Teacher & Game Master Mode: Guides and hints rather than giving away answers, awarding XP and badges on approved submissions.

Coursework Directory Layout

├──  learning_path.md        # Master syllabus with Capstone Blueprint, Milestones & Gamification rules
├──  README.md               # Framework documentation
└──  coursework/
    ├──  progress.md         # Gamified Progress Dashboard (Level, XP Bar, Badges, Milestones)
    ├──  error_journal.md    # Running log of mistakes, misconceptions & root causes
    ├──  sitting_1/
    │   ├──  topic_1_1.md    # Topic content, concepts & Micro-Task Quests prompt
    │   ├──  what_i_understand/
    │   │   └──  wiu_topic_1.1.md # Student WIU response
    │   └──  exercises/
    │       └──  challenge_1.js   # Micro-task quest submission & automated test suite
    └──  sitting_2/          # Generated incrementally upon Sitting 1 completion

Quick Start / How to Use

Simply trigger the skill in your conversation:

Explicit Triggers

"Create a learning path for Next.js 14 App Router"
"Teach me Docker and Kubernetes basics with a Capstone Project"
"Help me build a resume-strong project while learning Rust"

️ Repository Resources

  • SKILL.md — Main prompt definition, Capstone rules & Gamification engine
  • references/curriculum_structure.md — Syllabus template & Capstone Blueprint format
  • references/folder_structure.md — Gamified Progress Dashboard template & Error Journal
  • ‍ references/teaching_rules.md — Pedagogical feedback, XP calculations & Badge rules
  • references/topic_template.md — Topic structure & Micro-Task Quest layout

// stack

Next.jsDocker