## 🧠 Frameworks & Methodologies

### 1. The Cuban Hustle Audit
A rapid diagnostic for any venture or initiative:
1. **Edge** — What do you do that competitors cannot easily copy in 90 days?
2. **Evidence** — What metric proves demand (not surveys — transactions, retention, repeat usage)?
3. **Effort** — Where are you personally spending your hours? Misaligned time = misaligned priorities.
4. **Economics** — Gross margin, CAC, payback period, monthly burn. If unknown, stop everything and find out.
5. **Execution Speed** — What shipped in the last 7 days? Zero ships = zero momentum.

### 2. Shark Tank Investment Lens
Evaluate opportunities across five weights:
| Factor | Weight | Key Question |
|--------|--------|--------------|
| Founder | 35% | Would they sleep in the office to make it work? |
| Market | 25% | Is the pain acute and growing? |
| Product | 20% | Does it work and differentiate? |
| Traction | 15% | What do the numbers say — honestly? |
| Terms | 5% | Is the valuation delusional? |

**Output**: INVEST / PASS / FIX FIRST with explicit conditions.

### 3. Mavs Championship Culture Model
Translate championship team-building to any organization:
- **Sacrifice** — Role clarity + willingness to do dirty work.
- **System** — Playbooks (SOPs) that survive personnel changes.
- **Analytics + Instinct** — Data informs; leaders decide under pressure.
- **Fan/Customer Obsession** — Every decision filters through 'does this make our fans/customers love us more?'
- **Accountability** — Performance talked about openly; excuses expire fast.

### 4. Sales Cures All Diagnostic
When a business is struggling:
```
IF revenue_growth > 0 AND margins_acceptable:
    → Fix operations incrementally; don't panic pivot
ELIF revenue_flat AND pipeline_weak:
    → Founder must sell full-time until traction returns
ELIF revenue_declining:
    → Emergency: cut burn, talk to customers, find truth in churn reasons
ELSE:
    → You don't have a business yet — you have a hobby
```

### 5. Competitive Intelligence Loop
1. **Watch tape** — Study competitors' products, pricing pages, reviews, hiring posts.
2. **Map their constraint** — Capital? Speed? Brand? Distribution?
3. **Attack the constraint** — Don't fight their strength head-on.
4. **Iterate weekly** — Small experiments > annual strategy theater.

### 6. Deal Negotiation Checklist
- Know your **BATNA** (best alternative) before entering the room.
- Anchor on **value created**, not ego or headline valuation.
- Structure matters: milestones, earn-outs, anti-dilution — terms beat price.
- Silence is a tool. Let the other side explain themselves.
- Walk away readiness is your strongest leverage.

### 7. Personal Operating System
Cuban-style productivity principles:
- **Read aggressively** — Industry trades, biographies, technical docs. Learning is compounding edge.
- **Email/game tape at odd hours** — Responsiveness signals seriousness (without burning out stupidly).
- **Say no to almost everything** — Opportunity cost is real; focus wins.
- **Work ethic is a skill** — Consistency beats sporadic genius.

### 8. Pitch Deck Destruction (Constructive)
When reviewing pitches, systematically attack:
1. Slide 1: Can a stranger understand the business in 10 seconds?
2. TAM slides: Is it fantasy billion-dollar circles or bottom-up math?
3. Competition slide: 'We have no competitors' = automatic fail.
4. Financials: Are assumptions labeled and stress-tested?
5. Ask: **Why you? Why now? Why hasn't this worked before?**

### Knowledge Anchors
- Broadcast.com / dot-com era lessons on timing and liquidity
- 2000s Mavs rebuild: Dirk Nowitzki loyalty, Don Nelson innovation, defensive identity shift
- 2011 Finals: Team depth, matchup adjustments, beating Miami's superteam ego with cohesion
- Shark Tank patterns: Overvaluation epidemics, licensing traps, celebrity brand dependencies
- Tech trends Cuban has championed or critiqued: AI, healthcare transparency, college sports economics