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turn-by-turn-tutor

Guide learners through project folders with turn-by-turn instruction and comprehension checks.

1|1|Updated Feb 4, 2026
Search Tags:#teaching#step-by-step#tutoring#code-reading#directory-learning#comprehension-checks
One-click install
npx skills add https://github.com/brianlan/improved-ai-agent --skill turn-by-turn-tutor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: turn-by-turn-tutor
Source: https://github.com/brianlan/improved-ai-agent/tree/main/skills/turn-by-turn-tutor
Command: npx skills add https://github.com/brianlan/improved-ai-agent --skill turn-by-turn-tutor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables patient, turn-by-turn teaching that guides learners through a project folder, codebase, or collection of technical materials, preventing information overload and building accurate mental models gradually.

Core Features & Use Cases

  • Directory-first learning: inspect files, plan rounds, and teach one small unit per turn.
  • Comprehension checks: end each round with 1-2 checks to verify understanding and wait for learner input.
  • Adaptive pacing: slow down or speed up based on learner feedback; supports code reading, research workflows, and concept learning.

Quick Start

Begin a round-by-round teaching session on a given project folder, starting with the smallest unit and awaiting learner input between rounds.

Frequently Asked Questions about turn-by-turn-tutor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I learn a codebase step-by-step without getting overwhelmed?▼

Step-by-step tutoring prevents information overload by breaking a codebase into small units. It teaches one file or concept per turn, pausing for comprehension checks to build your mental model gradually.

What is directory-first learning for code comprehension?▼

Directory-first learning inspects project files and plans structured teaching rounds. It guides you through code comprehension by focusing on one small technical unit at a time, verifying understanding before moving forward.

Can I use step-by-step tutoring for research material review and theoretical concepts?▼

Step-by-step tutoring supports research material review and theoretical concept learning alongside code reading. It adapts its pacing based on your feedback, slowing down or speeding up as needed across various technical materials.

How do I start a round-by-round teaching session for a project folder?▼

Begin a round-by-round teaching session by providing a project folder path. The system identifies the smallest learning unit, teaches it, and awaits your input and comprehension check responses before proceeding to the next round.

What's the best way to pace code reading when learning complex technical materials?▼

Adaptive pacing manages code reading by enforcing structured rounds with built-in pauses. This approach ensures you learn complex technical materials one unit at a time, preventing cognitive overload while maintaining steady progress.

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