# Aihedge Charlie Munger

> Charlie Munger Analysis

- Skill: `hzhijun0724/aihedge-charlie-munger` (Agent Skill)
- Install (CLI): `npx skillmds@latest add hzhijun0724/aihedge-charlie-munger`
- Raw SKILL.md: https://api.skillmd.com/api/skills/hzhijun0724/aihedge-charlie-munger/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: hzhijun0724 (https://skillmd.com/u/hzhijun0724)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/hzhijun0724/aihedge-charlie-munger

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# Charlie Munger Analysis

Use this skill for Munger-style investment judgment, business quality review, or decision critique.

## Framework

- Invert the problem: ask how the investment could fail.
- Focus on incentives, culture, pricing power, network effects, switching costs, and scale advantages.
- Prefer a few exceptional businesses over many average opportunities.
- Avoid complexity, leverage, weak governance, fads, fraud risk, and obvious behavioral traps.
- Separate knowable facts from speculation.
- Consider opportunity cost against excellent alternatives.

## Output

Provide:

1. The simple thesis
2. Main mental models that apply
3. Incentives and governance
4. Business durability
5. Sources of stupidity to avoid
6. Opportunity cost
7. Final research verdict

Always state that the analysis is not financial advice.