Can I use this for Machine Learning concepts?

Yes, it specifically handles ML implementations such as custom optimizers, neural network layers, and data processing algorithms using the same structured learning framework.

What makes this different from just asking Claude for a solution?

While standard AI models often give direct answers, this skill acts as a Socratic teacher, using progressive hints and structured breakdowns to ensure you actually learn the underlying patterns.

Aha Mode is a shortcut for when you want the optimal solution and detailed explanation immediately, bypassing the Socratic questioning for a quick deep-dive.

Does it support mock interviews?

Absolutely. By entering 'Recall Mode', the skill will simulate an interview environment, testing your ability to communicate logic and handle constraints without guided help.

Does it track my progress across sessions?

Yes, when used with the leetcode-profile-sync agent in Claude Code, it maintains a learner profile to track weaknesses and suggest retests using spaced repetition.

LeetCode & ML Implementation Teacher

Name: LeetCode & ML Implementation Teacher
Author: luqmannurhakimbazman

byluqmannurhakimbazman

0•

学习与文档

Guides developers through coding interviews and machine learning implementations using Socratic teaching and structured problem-solving frameworks.

This skill transforms Claude into a specialized coding interview coach and ML implementation guide. Instead of providing instant answers, it employs a Socratic methodology to help users build deep mental models for algorithms, data structures, and machine learning components. By following the 'Make It Stick' learning framework, the skill guides you through layman intuition, brute force approaches, and optimal solutions, ensuring you grasp the underlying patterns needed to solve unseen problems independently. Whether you are practicing LeetCode problems or implementing neural network layers from scratch, this skill provides the scaffolding necessary for long-term retention.

主要功能

01Supports specialized modes including Learning Mode, Mock Interview (Recall) Mode, and immediate Aha Mode.

02Structured six-section problem breakdown: intuition, brute force, optimal, alternatives, complexity, and interview context.

03Covers both standard DSA (LeetCode/NeetCode) and complex ML implementations like optimizers and layers.

04Integrates with learner profiles to track progress, weaknesses, and suggest spaced-repetition retests.

05Socratic teaching method with a 3-tier progressive hint system to avoid spoilers.

060 GitHub stars

使用场景

01Simulating a mock interview environment to test recall and communication skills under pressure.

02Preparing for technical interviews by practicing data structures and algorithms with a guided coach.

03Deepening understanding of machine learning architectures by implementing layers and optimizers from scratch.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add luqmannurhakimbazman/ashford leetcode-teacher

For use in Claude.ai and ChatGPT

主要功能

01Supports specialized modes including Learning Mode, Mock Interview (Recall) Mode, and immediate Aha Mode.

02Structured six-section problem breakdown: intuition, brute force, optimal, alternatives, complexity, and interview context.

03Covers both standard DSA (LeetCode/NeetCode) and complex ML implementations like optimizers and layers.

04Integrates with learner profiles to track progress, weaknesses, and suggest spaced-repetition retests.

05Socratic teaching method with a 3-tier progressive hint system to avoid spoilers.

060 GitHub stars

使用场景

01Simulating a mock interview environment to test recall and communication skills under pressure.

02Preparing for technical interviews by practicing data structures and algorithms with a guided coach.

03Deepening understanding of machine learning architectures by implementing layers and optimizers from scratch.