munger-worldly-wisdom
Multidisciplinary decision-making using mental models from psychology, economics, mathematics, and science to identify high-conviction opportunities and avoid cognitive biases. Keywords: latticework, lollapalooza, circle of competence, inversion, moats. NOT for single-discipline analysis, high-frequency trading, or speculative diversification.
Best use case
munger-worldly-wisdom is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Multidisciplinary decision-making using mental models from psychology, economics, mathematics, and science to identify high-conviction opportunities and avoid cognitive biases. Keywords: latticework, lollapalooza, circle of competence, inversion, moats. NOT for single-discipline analysis, high-frequency trading, or speculative diversification.
Teams using munger-worldly-wisdom should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/munger-worldly-wisdom/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How munger-worldly-wisdom Compares
| Feature / Agent | munger-worldly-wisdom | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Multidisciplinary decision-making using mental models from psychology, economics, mathematics, and science to identify high-conviction opportunities and avoid cognitive biases. Keywords: latticework, lollapalooza, circle of competence, inversion, moats. NOT for single-discipline analysis, high-frequency trading, or speculative diversification.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Munger Worldly Wisdom
Apply multidisciplinary mental models to make few, high-conviction decisions within your circle of competence.
## When to Use
✅ Use for: Investment decisions, business strategy, complex problem-solving, evaluating competitive advantages, designing incentive systems, long-term capital allocation, avoiding cognitive biases
❌ NOT for: High-frequency trading, technical analysis, single-discipline academic research, speculative opportunities outside competence, situations requiring immediate action without analysis
## Core Process
### Investment Decision Tree
```
1. Three-Basket Screen
├─ Can I understand this business deeply?
│ ├─ NO → Reject immediately (pharmaceuticals, complex tech)
│ ├─ TOO COMPLEX → Reject immediately
│ └─ YES → Continue to step 2
│
2. Competitive Moat Assessment
├─ Does it have durable competitive advantages?
│ ├─ Brand strength → Assess psychological lock-in
│ ├─ Scale economies → Calculate cost advantage
│ ├─ Network effects → Evaluate switching costs
│ ├─ Regulatory protection → Check durability
│ └─ NO MOAT → Reject (commodity business)
│
3. Business Quality Check
├─ Will productivity improvements stay with owners or flow to customers?
│ ├─ FLOW TO CUSTOMERS → Reject (textile trap)
│ └─ STAY WITH OWNERS → Continue
│
4. Intrinsic Value vs. Market Price
├─ Calculate free cash flow (not reported earnings)
├─ Assess whole business value
├─ Does intrinsic value significantly exceed price?
│ ├─ NO → Wait (no margin of safety)
│ └─ YES → Continue to step 5
│
5. Psychological Checklist
├─ Am I being influenced by incentive-caused bias?
├─ Is social proof driving my judgment?
├─ Am I victim of consistency principle (defending past decision)?
├─ Could lollapalooza effect (multiple forces) be creating misjudgment?
│ └─ ANY YES → Re-evaluate objectively
│
6. Opportunity Cost Comparison
├─ Is this the best use of capital vs. alternatives?
│ ├─ NO → Wait for better opportunity
│ └─ YES → Continue to step 7
│
7. Action Decision
└─ Do ALL factors align perfectly?
├─ NO → Do nothing (sit on ass)
└─ YES → Commit large percentage of capital, hold with zero turnover
```
### Building Worldly Wisdom Tree
```
1. Identify Big Ideas from Major Disciplines
├─ Psychology: cognitive biases, operant conditioning, social proof
├─ Economics: competitive advantage, incentives, supply/demand
├─ Mathematics: probability, compound interest, permutations
├─ Physics: critical mass, equilibrium, relativity
├─ Biology: evolution, ecosystem niches, complex systems
└─ Master 80-90 core models (carry 90% of freight)
2. For Each Problem, Apply Multiple Models
├─ What does psychology say?
├─ What does economics say?
├─ What does mathematics say?
├─ What does physics say?
└─ Where do models reinforce? (lollapalooza check)
3. Inversion Check
├─ Think forward: What creates success?
├─ Think backward: What guarantees failure?
└─ Synthesize insights from both directions
4. Disconfirming Evidence Search
├─ What would prove this wrong?
├─ Am I protecting cherished beliefs?
└─ Darwin method: spend time trying to disprove own theory
```
### Pre-Decision Checklist
```
Before any major decision:
☐ Have I applied models from multiple disciplines?
☐ Have I thought this through backward (inversion)?
☐ Am I within my circle of competence?
☐ Have I checked for incentive-caused bias?
☐ Have I sought disconfirming evidence?
☐ Could psychological forces be creating lollapalooza effect?
☐ What's the opportunity cost?
☐ Have I identified what could go wrong?
☐ Is this a one-foot fence with big reward, not seven-foot fence?
☐ Can I wait for better circumstances if anything is uncertain?
```
## Anti-Patterns
### Activity Bias Trap
**Novice approach:** Constant trading and portfolio activity; belief that doing something is always better than doing nothing; inability to sit still.
**Expert approach:** Make 3-10 major decisions over entire career; practice "sit-on-your-ass investing"; hold positions with virtually zero turnover; wait months or years for perfect opportunity.
**Timeline:** Novices exhaust themselves in years through trading costs and taxes. Experts compound wealth over decades through patience—Berkshire's success came from handful of decisions over 50+ years.
**Shibboleth:** "We don't leap seven-foot fences. We look for one-foot fences with big rewards on the other side."
---
### Man-With-Hammer Syndrome
**Novice approach:** Apply single discipline to every problem; torture reality to fit available models; rely exclusively on specialty training.
**Expert approach:** Build latticework of 80-90 mental models from 8-10 disciplines; apply multiple lenses to each problem; check for lollapalooza effects where models combine.
**Timeline:** Single-discipline thinking produces persistent blind spots throughout career. Multidisciplinary fluency takes 10-20 years to build but reveals second-order effects invisible to specialists.
**Shibboleth:** "To the man with only a hammer, every problem looks like a nail."
---
### Falling in Love with Positions
**Novice approach:** Defend losing investments due to consistency principle; unable to admit mistakes; sweep big troubles under rug; become emotionally attached to holdings.
**Expert approach:** Remain situation-dependent and opportunity-driven; write off losses immediately to preserve capital; maintain extreme objectivity like Darwin seeking to disprove own theories.
**Timeline:** Novices go broke defending mistakes over months/years. Experts cut losses within days/weeks and reallocate to better opportunities.
**Shibboleth:** "Be willing to write off losses to live to fight again."
---
### Over-Diversification Delusion
**Novice approach:** Spread capital across 50-200+ stocks; treat diversification as safety; signal lack of conviction through excessive spreading.
**Expert approach:** Concentrate 50-90% of capital in 3-10 high-conviction positions within circle of competence; recognize portfolio of three great companies provides sufficient safety.
**Timeline:** Over-diversification compounds to mediocrity over decades. Concentration in quality compounds to extraordinary returns—Berkshire remained 90% in one equity position.
**Shibboleth:** "It's rational to remain 90% concentrated in one quality equity."
---
### Ignoring Psychological Forces
**Novice approach:** Make decisions on purely rational basis; ignore incentive-caused bias, social proof, consistency tendency, deprival super-reaction syndrome.
**Expert approach:** Apply two-track analysis—rational factors AND psychological forces; use psychological checklist; design systems anticipating cognitive limitations.
**Timeline:** Psychology-blind investors repeat New Coke, LTCM-type disasters throughout career. Psychology-aware investors like Munger identify opportunities others miss (Coca-Cola lollapalooza effect).
**Shibboleth:** "Very smart people make bonkers mistakes by ignoring psychology."
---
### Learning Only from Personal Experience
**Novice approach:** Insist on firsthand trial-and-error; dismiss vicarious learning; repeat common disasters like drunk driving analogy.
**Expert approach:** Learn vicariously through biographies, case studies, history; stand on shoulders of giants; absorb elementary worldly wisdom from $30 history books.
**Timeline:** Personal-only learning guarantees second-rate achievement over entire career. Vicarious learning compresses centuries of wisdom into years of study.
**Shibboleth:** "There are answers worth billions of dollars in a $30 history book."
## Key Mental Models
### Latticework of Mental Models
Framework of fundamental concepts from multiple disciplines creating interconnected structure for hanging experiences. Single models insufficient; need 80-90 core models for worldly wisdom.
### Circle of Competence
Boundary separating domains of genuine understanding from areas where others have advantages. Stay within boundaries; expand slowly; admit ignorance confidently.
### Lollapalooza Effect
Extreme cascading results when multiple psychological/economic forces operate in same direction simultaneously. Coca-Cola success = operant conditioning + Pavlovian association + social proof + scale economies + distribution advantages.
### Inversion (Jacobi)
Solve problems backward: "What guarantees failure?" instead of "What creates success?" Reveals hidden obstacles forward thinking misses. Darwin method: spend time trying to disprove own best-loved theories.
### Incentive-Caused Bias
Subconscious distortion of cognition from financial/psychological incentives. Most powerful psychological tendency. Must design systems anticipating it, not rely on moral exhortation.
### Competitive Moat
Durable competitive advantages protecting business from rivals: brand strength, network effects, scale economies, switching costs, regulatory protection. Width and durability determine long-term value.
### Deprival Super-Reaction Syndrome
Irrational overreaction to loss of something already possessed. New Coke fiasco: consumers valued existing product disproportionately. Makes established brands extraordinarily valuable.
## Shibboleths (Expert Recognition Patterns)
- "Three-basket screen: yes, no, or too tough to understand"
- "Sit-on-your-ass investing"
- "Great business at fair price beats fair business at great price"
- "If facts don't hang together on latticework of theory, you don't have them in usable form"
- "Getting the incentives right is a very, very important lesson"
- "Invert, always invert" (Jacobi)
- "One-legged man in an ass-kicking contest" (lacking numerical fluency)
- "Mr. Market as manic-depressive fellow offering daily opportunities"
- "Two-track analysis: rational AND psychological"
- "Playing bridge by counting trumps while ignoring everything else" (single-discipline thinking)
## Historical Evolution
**1930s-1960s (Graham Era):** Value = stocks below working capital. Quantitative formulas. Post-Depression bargains abundant.
**1960s-1980s (Munger-Buffett Shift):** Recognition that great businesses at 2-3x book value superior to cheap commodity businesses. Quality > absolute cheapness. Textile experience taught productivity gains flow to customers in commodity industries.
**1990s-2000s (Fee Explosion):** Institutions shifted to complex fund-of-funds, multiple consultant layers, exotic partnerships. Total costs reached 3% annually. "Febezzlement" through fee layering.
**2000s-Present (Multidisciplinary Integration):** Growing recognition that academic balkanization harmful. Behavioral economics mainstream. Business schools require psychology. Medical schools teach communication. Hard science organizing ethos applied to soft science.
## References
- Source: Poor Charlie's Almanack by Charles T. Munger (compiled by Peter Kaufman)
- Core philosophy: Multidisciplinary latticework of mental models for worldly wisdom
- Partnership context: 50+ years with Warren Buffett at Berkshire HathawayRelated Skills
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