Agent skill · AI & Agents

mental-model-library

Use when a problem spans multiple disciplines or when single-domain thinking has produced stale analysis—applies Munger's latticework of mental models across physics, biology, and psychology.

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill mental-model-library --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 6 KB
Bundled scripts: none
Requires: Claude Code and compatible agent products
Path: skills/analysis/mental-model-library/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

## Overview A "Mental Model" is a representation of how something works—a simplified map of reality. This skill provides a "Latticework of Mental Models" from major disciplines (Physics, Biology, Psychology, Math) to prevent "Man with a Hammer" syndrome—the tendency to treat every problem as a nail because you only have one tool. ## Iron Law `NO COMPLEX ANALYSIS WITHOUT CHECKING FOR APPLICABLE MENTAL MODELS` Relying on intuition alone ensures that you will fall victim to predictable cognitive biases. Systematic model application is the only defense against human misjudgment. ## State Machine ```dot digraph mental_model_flow { "Problem Identified" [shape=doublecircle]; "Invert: Define Failure" [shape=box]; "Filter: Identify Core Discipline" [shape=box]; "Apply: Select 2-3 Models" [shape=box]; "Gate: Bias Check" [shape=diamond]; "Synthesize: Find Intersections" [shape=box]; "Decision/Insight" [shape=doublecircle]; "Problem Identified" -> "Invert: Define Failure"; "Invert: Define Failure" -> "Filter: Identify Core Discipline"; "Filter: Identify Core Discipline" -> "Apply: Select 2-3 Models"; "Apply: Select 2-3 Models" -> "Gate: Bias Check"; "Gate: Bias Check" -> "Synthesize: Find Inte

What's inside
Steps it walks through
  1. Overview
  2. Iron Law
  3. State Machine
  4. When to Use This Skill
  5. When NOT to Use This Skill
  6. Core Process
  7. Step 1: Invert, Always Invert
  8. Step 2: Traverse the Latticework
  9. Step 3: Identify the Lollapalooza
  10. Step 4: Run the Misjudgment Checklist
  11. The Model Registry (High-Leverage Only)
  12. Cross-Skill Invocations
  13. Rationalization Table
  14. Red Flags
Ships with 1 file
  • metadata.json
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About this skill
What does the mental-model-library skill do?

Use when a problem spans multiple disciplines or when single-domain thinking has produced stale analysis—applies Munger's latticework of mental models across physics, biology, and psychology.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill mental-model-library --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going