What is the primary goal of Speclet Learn?

The primary goal is to help developers develop 'mechanical fluency'—the ability to write and understand complex code patterns from memory without relying on AI assistance for every step.

Why are the exercises intended to be done without an LLM?

By solving a related challenge using only documentation or memory, developers reinforce the concepts they just implemented, preventing 'AI dependency' and ensuring long-term knowledge retention.

Does it work with any project structure?

It is specifically designed for projects using the Speclet workflow, as it relies on reading the spec.json file to identify completed stories and modified files.

How does it handle different skill levels?

The skill categorizes code patterns into Basic, Intermediate, and Advanced levels, providing brief mentions for simple code and deep, 20-line explanations for complex patterns like Async/Await or Dependency Injection.

Which programming languages are prioritized?

While it can analyze various languages, it features specialized depth for Python and TypeScript implementations.

Speclet Learn

Name: Speclet Learn
Author: danielcastro-dev

bydanielcastro-dev

0•

Learning & Documentation

Generates personalized coding lessons and practice exercises based on completed tasks to build technical mastery and mechanical fluency.

Speclet Learn transforms your recent development work into structured educational content by analyzing completed 'stories' within the Speclet workflow. It automatically identifies the latest finished task, evaluates the complexity of the code patterns used—from basic syntax to advanced asynchronous logic—and generates a detailed lesson plan. Each lesson includes a breakdown of technical decisions, conceptual explanations, and a 15-minute practice challenge designed to be completed without AI assistance. This skill is ideal for developers who want to move beyond simply 'getting code to work' and instead achieve deep, mechanical understanding of the patterns and architectures they implement.

Key Features

01Timed practice exercises (10-15 min) to build muscle memory

02Automated lesson generation from completed Speclet stories

03Structured 'Common Errors' section with code comparisons

040 GitHub stars

05Comparative analysis of technical decisions and architectural alternatives

06Three-tier complexity detection for tailored technical explanations

Use Cases

01Documenting architectural decisions and 'why' behind specific implementations

02Standardizing team learning by turning feature development into educational assets

03Developing mechanical coding fluency through post-task deliberate practice

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add danielcastro-dev/speclet speclet-learn

For use in Claude.ai and ChatGPT

Download Skill