ljg-think

Analyze a single idea by repeatedly asking why until reaching its irreducible foundation.

Updated Mar 29, 2026
One-click install
npx skills add https://github.com/zizhenchen47-oss/claude-skills --skill ljg-think-zizhenchen47-oss
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ljg-think
Source: https://github.com/zizhenchen47-oss/claude-skills/tree/main/ljg-think
Command: npx skills add https://github.com/zizhenchen47-oss/claude-skills --skill ljg-think-zizhenchen47-oss

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you take a statement, phenomenon, or question and keep asking why until you reach the most basic underlying cause, principle, or logical foundation.

Core Features & Use Cases

  • Vertical depth analysis: It follows a single line of inquiry downward instead of branching into broad surveys.
  • Layer-by-layer breakdown: It names each level clearly and exposes the crack that leads to the next deeper layer.
  • Use cases: Ideal for exploring why an event happened, what a concept really means, or what hidden mechanism sits beneath a surface explanation.

Quick Start

请用追本之箭技能对我提供的观点进行逐层下钻分析,直到不能再拆分的本质为止。

Frequently Asked Questions about ljg-think

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

FAQPage Schema
How do I perform vertical root cause analysis on a single statement?

Vertical root cause analysis is performed by repeatedly asking why on a single statement to reach its irreducible foundation. It follows a single line of inquiry downward, naming each layer clearly to expose the logical crack leading to the next deeper level.

What is the difference between deep analysis and broad surveys for conceptual breakdown?

Deep analysis focuses on vertical depth by following a single line of inquiry downward to fundamental principles, whereas broad surveys branch out horizontally. Use vertical inquiry when breadth is not needed and only the underlying mechanism matters.

When do I need to stop asking why during layered reasoning?

You should stop asking why during layered reasoning when further reduction becomes a tautology or hits a fundamental principle. This stopping point means you have reached the irreducible foundation of the phenomenon.

How do I find the hidden mechanism beneath a surface explanation?

To find a hidden mechanism beneath a surface explanation, apply layer-by-layer breakdown to the observation. By exposing the crack at each level and asking why, you drill down until the underlying mechanism is reached.

Can I use deep analysis for exploring why an event happened instead of broad brainstorming?

Yes, you can use deep analysis for exploring why an event happened by applying vertical inquiry. It isolates a single event and performs conceptual debugging downward instead of branching into broad brainstorming or surveys.

What is the best way to debug a concept to reach its logical foundation?

The best way to debug a concept to reach its logical foundation is to repeatedly ask why through layered reasoning. You must concisely name each level until further reduction becomes a tautology or fundamental principle.