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Investment Risk Scanner (Buffett + Porter Framework)

该 Skill 提供投资风险扫描流程,用巴菲特五层框架和波特五力评估商业模式、单位经济、管理层、估值与结构风险,并加入 OCF 来源质量、隐藏负债、供应链金融和行业生命周期检查,输出评分卡、风险与上行清单及投资判断。材料仅为说明文档,未提供自动取数或脚本。

gold3bear
gold3bear
热度 46.45
最近更新 2026-05-11 17:46:29
分类:数据依赖:纯提示词应用场景:财务 / 市场分析 / 报告撰写 / 研究 ...

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Metadata
name
investment-risk-scanner
description
Investment risk scanner using Buffett + Porter's Five Forces framework. Triggers when users ask "analyze XXX's risk", "is this project legit", "can I buy this stock", "Buffett framework check", "is this business model sustainable", "Ponzi", "subsidy dependent", "loss making", "valuation". 5-layer Buffett framework + Porter's Five Forces as complementary check. Built-in cases: Qutoutiao, StepN, WeWork, Quibi, Tesla, NVDA, PLTR, COIN, AMC, RIVN, BYD, Geely. Key addition: Supply Chain Finance risks (迪链-type tools), Hidden liabilities, OCF quality analysis.

🎯 Investment Risk Scanner — Buffett + Porter Framework

Core Question

"What happens if the subsidies stop?" + "Where does the OCF actually come from?"

  • Users still stay without incentive? → Probably OK ✅
  • OCF comes from real business, not supplier/customer financing? → Clean ✅
  • Users leave immediately? → Ponzi-lite 🚨

⚠️ CRITICAL: OCF Source Quality Analysis

New mandatory check — Never look at OCF in isolation!

OCF Quality Matrix

OCF Source Quality Example
Real product/service sales ✅ Clean Apple iPhone sales
From supplier financing (欠供应商钱) ⚠️ Dirty 迪链模式 ⚠️
From customer advance payments ⚠️ Dirty 预售模式
From regulatory subsidies ⚠️ Conditional EV补贴
From working capital manipulation 🚨 Dangerous 延付供应商+提前收客户

The 迪链 Lesson (BYD case):

BYD OCF = ¥593亿 → Looks great!
BUT: ¥4000亿+ 迪链规模 = OCF partially from supplier financing
Real business OCF ≈ ¥593亿 - 供应商资金占用 ≈ ?

Part 1: Five-Layer Buffett Framework

Layer 1: Business Model

Check Pass ✅ Danger 🚨
Subsidy test Users stay without incentive 🚨 No (Qutoutiao/StepN)
Moat describable? Clear description 🚨 Vague
Competitor replication time >3 years 🚨 Cloneable anytime
DCF/Owner Earnings Positive or estimable ⚠️ Unclear

Layer 2: Unit Economics

Check Formula Danger Signal
User value Ad revenue > incentive cost? Qutoutiao style 🚨
Token value Real cash flow support? StepN style 🚨
Lending model Rate > cost + defaults? P2P style 🚨
Gross margin >15% (industrial) Below = weak ⚠️
Revenue vs FCF quality Is growth funded by real economics? ⚠️

Layer 3: Management

Check Pass ✅ Danger 🚨
Skin in Game Major personal stake 🚨 Barely holds shares
Track record Delivers on promises 🚨 Misses commitments
Narrative Talks about moat 🚨 Only talks about growth
Incentives Aligned with shareholders 🚨 Misaligned
Supplier relations Treats suppliers fairly 🚨 Exploits suppliers

Quantitative: Founder/stakeholder ownership >20% = strong signal ✅

Layer 4: Valuation & Margin of Safety

Check Pass ✅ Danger 🚨
DCF estimable? Reasonable assumptions 🚨 Pure speculation
Margin of safety? >30% 🚨 Zero margin
Sustainable growth? <3% �️ 5%+ unrealistic
Growth quality? Organic 🚨 Fundraising-dependent

Quantitative Thresholds:

Metric Safe ✅ Warning ⚠️ Danger 🚨
Forward P/E <20x 20-40x >40x
PEG Ratio <1.0 1.0-2.0 >2.0
P/S <2x 2-5x >5x
P/B <3x 3-8x >8x
FCF Positive Breakeven Persistent negative
ROE >15% 8-15% <8%
Net Margin >10% 3-10% <3%
Debt/Equity <30% 30-60% >60%

Layer 5: Structural Risk

Check Red Flag 🚩
Liquidity Runway <12 months
Regulation Depends on regulatory arbitrage
Technology Single-tech dependency
Competition Rapidly disrupting industry
Geopolitics Major market concentration
Supply Chain Finance Relies on supplier financing (迪链-type) 🚨

Part 2: Porter's Five Forces (Complementary Framework)

Why add Porter's Five Forces?

Buffett's blind spot: He focuses on "Is this a good business?" but misses "How does industry structure determine profitability?"

The 迪链 lesson: BYD looked great by Buffett metrics (OCF ¥593B, PE 19.7x) but Porter's Five Forces would immediately ask:

"Why can BYD extract ¥4000B+ from suppliers?" → Supplier power is weak → Unstable moat

The Five Forces

                    New Entrants
                        ↓
            ┌───────────────────────────┐
            │    Industry Competition   │
            │   (Price War = High)     │
            └───────────────────────────┘
            ↑                           ↑
  Suppliers ←                           → Buyers
(Weak = Good)                       (Competitive = Bad)

Force 1: Bargaining Power of Suppliers

Supplier Power Implication Example
Weak (fragmented) Company can extract value BYD vs small suppliers ✅
Strong (concentrated) Suppliers capture value Rare earth miners 🚨
Danger Pattern Company survives by squeezing suppliers 迪链模式 ⚠️

Critical Check: If a company's "moat" is based on supplier exploitation, how sustainable is it?

Force 2: Bargaining Power of Buyers

Buyer Power Implication Example
Weak (fragmented) Company sets prices Apple App Store ✅
Strong (concentrated) Buyers extract value Car dealers vs OEMs ⚠️
In EV market Price war = buyer power HIGH Bad for all EV makers ⚠️

Force 3: Competitive Rivalry

Competition Level Signal Example
Low Moat is real Apple's ecosystem ✅
High (price war) Commodity trap China EV market 🚨
Price War = Maturity Stage Buffett: "bad industry" EV 2024-2026 ⚠️

Force 4: Threat of New Entrants

Barrier to Entry Pass Fail
Capital requirements High barrier ✅ Low barrier 🚨
Network effects Strong barrier ✅ No barrier 🚨
Regulatory barriers Protects incumbent ✅ Open competition 🚨

Force 5: Threat of Substitutes

Substitute Risk Example
Low iPhone → App Store ecosystem ✅
High Fuel car → EV ⚠️
Very High Physical retail → E-commerce 🚨

Part 3: Supply Chain Finance Risk (迪链-Type)

🚨 New Mandatory Check

Ask this for every company:

Check Question Danger Signal
Supply chain financing Does company use supplier financing tools? 迪链/商票模式 ⚠️
Scale How large is supply chain finance? >20% of OCF 🚨
Supplier dependency Are suppliers highly dependent on this company? Yes = systemic risk ⚠️
What-if scenario What if sales drop 30%? Can suppliers survive? Supplier collapse = company risk ⚠️

The 迪链 Pattern (Case Study)

Company Profile:
- OCF: ¥593B positive ✅
- Apparent debt: ¥277B (5% of liabilities) ✅
- Reality: ¥4000B+ 迪链 (supply chain financing) ⚠️
- Real net debt: ¥3230B (vs reported ¥277B) 🚨

Key Insight:
OCF ¥593B ≠ "Great business"
OCF ¥593B = "Real business ¥593B" + "Supplier financing ¥???B"

Danger: If monthly sales drop below threshold (BYD: ~150k/month),
suppliers face cash crunch → systemic redemption crisis

Red Flags for Supply Chain Finance

Flag What It Means
Company brags about "zero-interest supplier financing" They're extracting from suppliers ⚠️
Supplier Average Payment Period > 180 days Likely using supply chain finance ⚠️
Reported debt low but company dominates suppliers Hidden leverage ⚠️
Industry has "dominant player" + weak suppliers Systemic risk if dominant player stumbles ⚠️

Part 4: Hidden Liabilities Checklist

🚨 New Section — Always Check These

Hidden Liability How to Detect Risk Level
Supply chain financing (迪链) Notes payable + accounts payable days 🚨 High
Operating lease obligations Off-balance sheet leases ⚠️ Medium
Product warranties/recalls Accumulated warranty reserves ⚠️ Medium
Environmental remediation EPA-type obligations ⚠️ Medium
Pension underfunding Pension assets vs liabilities ⚠️ Medium
Related party guarantees Guarantees on affiliate debt 🚨 High
Sales-type leasing (dealer inventory) Auto manufacturers special 🚨 High

Formula for Real Net Debt:

Real Net Debt = Reported Net Debt
              + Supply Chain Finance (迪链-type)
              + Operating Lease PV
              + Pension Underfunding
              + Related Party Guarantees
              - Excess Cash above operational needs

Part 5: Industry Lifecycle Check

Which Stage Is This Industry In?

Stage Characteristics Investment Implication
Introduction High growth, unproven model High risk, high reward
Growth Revenue growing 20%+, competition emerging Buy if moat forming
Mature Growth <10%, price war begins ⚠️ Buffett: "bad industry"
Decline Revenue shrinking, overcapacity 🚨 Avoid

The Price War Signal:

Mature/Decline Indicators:
- Industry-wide price cuts
- "Winner takes all" narrative
- Capacity expansion despite declining margins
- Weak players not exiting
→ Buffett 1977: "In bad industries, even brilliant management fails"

Updated Case Library

Project Type Conclusion
Qutoutiao Ponzi-lite 🚨 Avoid — no moat, DCF always negative
StepN Ponzi-lite 🚨 Avoid — token has no cash flow, Ponzi structure
WeWork Turnaround trap 🚨 Avoid — no moat, management failure
Quibi Concept failure 🚨 Avoid — no user stickiness, unit economics collapsed
AMC Meme-stock Ponzi 🚨 Avoid — dilution machine, bankruptcy risk
RIVN EV price war victim 🚨 Avoid — burning cash, no clear path to profit
COIN Crypto policy bet 🚨 High Risk — regulatory uncertainty is existential
TSLA Dream stock 🚨 High Risk — PE 341, Elon Musk concentration risk
PLTR Government dependency ⚠️ Watch — AIP promising but PE 500+ is rich
NVDA AI infrastructure moat ⚠️ Watch — real moat but fully priced in
BYD EV with hidden supply chain risk 🚨 Watch — PE 19.7x cheap BUT ¥4000B+ 迪链 ⚠️⚠️
Geely Cheap EV, strong founder ⚠️ Watch — PE 11x extremely cheap, FCF positive

BYD Analysis (Updated with 迪链 Finding)

Updated structural risk: 🔴 Extremely High (was "High")

Risk Level Note
迪链 Supply Chain Finance 🚨 ¥4000B+ hidden Real net debt ¥3230B vs reported ¥277B
Price War 🚨 Extreme China EV = mature stage, price war
Geopolitical 🚨 High US 100% tariff, EU tariffs
OCF Quality ⚠️ Mixed Real ¥593B + supplier financing
Moat Sustainability ⚠️ Uncertain Moat based partly on supplier extraction

New Conclusion: ⚠️ Watch — But with much higher risk than surface metrics show


Output Format Template (Updated)

## 🎯 [Name] Risk Assessment

### 📋 Inspection Results
| Dimension | Result | Note |
|-----------|--------|------|
| Business Model | ✅/⚠️/🚨 | [One sentence] |
| Unit Economics | ✅/⚠️/🚨 | [One sentence] |
| Management | ✅/⚠️/🚨 | [One sentence] |
| Valuation | ✅/⚠️/🚨 | [One sentence] |
| Structural Risk | Low/Med/High/🔴 Extreme | [Key risks] |

### 🔍 OCF Quality Analysis [NEW]
| OCF Component | Amount | Quality |
|---------------|--------|---------|
| Real business OCF | ¥XXX | ✅ Clean |
| Supplier financing | ¥XXX | ⚠️ Dirty |
| Customer advances | ¥XXX | ⚠️ Conditional |
| **Total Reported OCF** | ¥XXX | [Mix assessment] |

### ⚠️ Porter's Five Forces Summary
| Force | Level | Implication |
|-------|-------|-------------|
| Supplier Power | Strong/Weak | [Note] |
| Buyer Power | Strong/Weak | [Note] |
| Competitive Rivalry | High/Med/Low | [Note] |
| New Entrant Threat | High/Med/Low | [Note] |
| Substitute Threat | High/Med/Low | [Note] |

### ⚠️ Key Risks
1. [Most serious risk — include hidden liabilities if found]
2. [Secondary risk]
3. [Other observations]

### ✅ Potential Upsides
1. [If any]
2. [If any]

### 📊 Quantitative Scorecard
| Metric | Value | Signal |
|--------|-------|--------|
| Forward P/E | xxx | ✅/⚠️/🚨 |
| PEG | xxx | ✅/⚠️/🚨 |
| ROE | xxx | ✅/⚠️/🚨 |
| FCF | xxx | ✅/⚠️/🚨 |
| Real Net Debt | xxx (vs reported yyy) | ⚠️ Hidden risk |
| Debt/Equity | xxx | ✅/⚠️/🚨 |

### 📌 Framework Quotes
> "[Relevant Buffett quote]"
> "[Relevant Porter insight]"

---
**Overall**: □ Investable  □ Watch  □ Avoid

Cross-Stock Comparison Template (Updated)

| Metric | [Stock A] | [Stock B] | Winner |
|--------|-----------|-----------|--------|
| Market Cap | $X | $Y | [A/B] |
| Forward P/E | Xx | Yx | ✅ Cheaper |
| **Real Net Debt** | ¥X (rep ¥Y) | ¥X (rep ¥Y) | ⚠️ Hidden risk |
| **OCF Quality** | Clean/Mixed/Dirty | Clean/Mixed/Dirty | ✅ Cleaner |
| ROE | X% | Y% | ✅ Higher |
| Net Margin | X% | Y% | ✅ Higher |
| FCF | $X | $Y | ✅ Better |
| Debt/Equity | X% | Y% | ✅ Lower risk |
| Supplier Power Dependency | High/Med/Low | High/Med/Low | ⚠️ Risk |
| Founder Ownership | X% | Y% | ✅ Stronger |
| Moat Depth | Strong/Med/Weak | ... | ... |
| Price War Resilience | Strong/Med/Weak | ... | ... |
| Industry Lifecycle | Intro/Growth/Mature/Decline | ... | ... |

Overall: □ [A]  □ [B]  □ Tie

Quantitative Decision Matrix

When scoring, use 1-5 stars:

Score Meaning Action
⭐⭐⭐⭐⭐ (5) Exceptional — rare opportunity Strong buy
⭐⭐⭐⭐ (4) Good — meets all criteria Buy on dips
⭐⭐⭐ (3) Average — mixed signals Watch only
⭐⭐ (2) Below average — multiple concerns Avoid or sell
⭐ (1) Poor — fails most tests Avoid

Final Score = Average of 5 layers Penalty: If hidden liabilities >50% of reported → automatic downgrade 1 star


Key Lessons from Recent Cases

The 迪链 Lesson (BYD)

What we missed: OCF ¥593B looked great, but didn't ask "HOW?"
Buffett asks: "Is this a good business?"
Porter asks: "Why can this company extract ¥4000B from suppliers?"
Answer: Because suppliers are weak → Not a sustainable moat
New rule: Always ask "Where does the OCF actually come from?"

The Correct Process

1. Buffett Layer 1-5: Check business quality
2. OCF Quality Check: Is OCF from real business or financing?
3. Porter Five Forces: Why does industry structure allow this?
4. Hidden Liabilities: What's NOT on the balance sheet?
5. Industry Lifecycle: Is this a price war (mature) industry?

Related Resources

  • Buffett Moat Framework: [[护城河 (Moat) - 投资概念]]
  • Buffett Valuation: [[内在价值 (Intrinsic Value)]]
  • Safety Margin: [[安全边际 (Margin of Safety)]]
  • Complete checklist: Feishu Wiki (投资风险快筛表)