How do I trigger this skill in Claude Code?

You can invoke this skill by using phrases like 'make this concrete', 'explain at different levels', or asking for a view 'from principles to implementation'.

What is the quality rubric used for?

The rubric ensures that each level of the ladder is distinct, transitions are logical, and that the concrete levels are specific and measurable rather than vague.

What is an abstraction ladder?

An abstraction ladder is a structured framework that connects high-level concepts (the 'why') to concrete implementation details (the 'how') through 3-5 distinct levels of detail.

Can this skill help with team communication?

Yes, it allows you to generate content tailored to different stakeholders: L1-L2 for executives, L2-L3 for managers, and L3-L5 for developers.

Abstraction Ladder Framework

Name: Abstraction Ladder Framework
Author: lyndonkl

bylyndonkl

•

学习与文档

Transforms abstract principles into concrete implementations using structured conceptual ladders for better communication and execution.

关于

The Abstraction Ladder Framework is a specialized skill designed to bridge the gap between high-level theory and actionable detail. By mapping concepts across five distinct levels—from universal principles and frameworks down to specific methods and technical implementations—it helps developers and strategists ensure logical consistency throughout their projects. This skill is particularly useful for creating layered documentation, identifying edge cases where principles fail, and translating complex business requirements into precise code-level specifications.

主要功能

Edge case identification through concrete scenario testing
8 GitHub stars
Multi-level mapping from universal principles to implementation details
Strategic alignment checking between high-level goals and execution
Automated quality validation using a built-in evaluation rubric
Structured workflow for top-down, bottom-up, or middle-out reasoning

使用场景

Decomposing complex business problems into measurable, actionable steps
Translating high-level architectural principles into specific code patterns
Generating documentation that caters to both executive and technical audiences

关于

主要功能

Edge case identification through concrete scenario testing
8 GitHub stars
Multi-level mapping from universal principles to implementation details
Strategic alignment checking between high-level goals and execution
Automated quality validation using a built-in evaluation rubric
Structured workflow for top-down, bottom-up, or middle-out reasoning

使用场景

Decomposing complex business problems into measurable, actionable steps
Translating high-level architectural principles into specific code patterns
Generating documentation that caters to both executive and technical audiences