📦 Investment Risk Scanner (Buffett Framework) — Investment Risk 扫描器 (Buffett 框架)
v2.0.0Investment risk 扫描器 using Buffett 框架. Triggers when users ask "analyze XXX's risk", "is this project legit", "can I buy this stock", "Buffett fram...
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🎯 Investment Risk 扫描器 — Buffett 框架 Core Question
"What h应用ens if the subsidies 停止?"
Users still stay? → Probably OK ✅ Users leave immediately? → Ponzi-lite 🚨 Five-Layer Inspection 系统 Layer 1: Business 模型 检查 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 检查 Formula Danger 签名al User value Ad revenue > incentive cost? Qutoutiao style 🚨 令牌 value Real cash flow support? StepN style 🚨 Lending 模型 Rate > cost + defaults? P2P style 🚨 For EV/Cars Gross margin > 15%? Below = weak ⚠️ For Tech Revenue growth - FCF 质量? Burning cash > revenue ⚠️ Layer 3: Management 检查 Pass ✅ Danger 🚨 Skin in Game Major personal stake 🚨 Barely holds 分享s 追踪 record Delivers on promises 🚨 Misses commitments Narrative Talks about moat 🚨 Only talks about growth Incentives Aligned with 分享holders 🚨 Misaligned
Quantitative: Founder/stakeholder ownership >20% = strong 签名al ✅
Layer 4: Valuation & Margin of Safety 检查 Pass ✅ Danger 🚨 DCF estimable? Reasonable assumptions 🚨 Pure speculation Margin of safety? >30% 🚨 Zero margin SustAInable growth? <3% 🚨 5%+ unrea列出ic Growth 质量? Organic 🚨 FundrAIsing-dependent
Quantitative Thresholds:
Metric Safe ✅ 警告 ⚠️ 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 检查 Red Flag 🚩 Liquidity 运行way <12 months Regulation Depends on regulatory arbitrage Techno记录y Single-tech dependency Competition RAPIdly disrupting industry Geopolitics Major market concentration Comprehensive Scoring Card Project Name: ________________
□ Business 模型 □ Pass / □ Watch / □ Avoid □ Unit Economics □ Pass / □ Watch / □ Avoid □ Management □ Pass / □ Watch / □ Avoid □ Valuation Safety □ Pass / □ Watch / □ Avoid □ Structural Risk □ Low / □ Medium / □ High
Overall: □ Investable □ Watch □ Avoid
Built-in Case 库 Project Type Conclusion Qutoutiao Ponzi-lite 🚨 Avoid — no moat, DCF always negative StepN Ponzi-lite 🚨 Avoid — 令牌 has no cash flow, Ponzi structure WeWork Turnaround trap 🚨 Avoid — no moat, management 失败 Quibi Concept 失败 🚨 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 Toyota 模型 ⚠️ Watch — cheap (PE 19.7x) but price war pressure Geely Cheap EV with strong founder ⚠️ Watch — PE 11x extremely cheap, FCF positive 输出 格式化 Template
🎯 [Name] Risk Assessment
📋 Inspection 结果s
| Dimension | 结果 | Note |
|---|---|---|
| Business 模型 | ✅/⚠️/🚨 | [One sentence] |
| Unit Economics | ✅/⚠️/🚨 | [One sentence] |
| Management | ✅/⚠️/🚨 | [One sentence] |
| Valuation | ✅/⚠️/🚨 | [One sentence] |
| Structural Risk | Low/Med/High | [Key risks] |
💡 Core Judgment
[2-3 sentences with key conclusion]⚠️ Key Risks
- [Most serious risk]
- [Secondary risk]
- [Other observations]
✅ Potential Upsides
- [If any]
- [If any]
📊 Quantitative Scorecard
| Metric | Value | 签名al |
|---|---|---|
| Forward P/E | xxx | ✅/⚠️/🚨 |
| PEG | xxx | ✅/⚠️/🚨 |
| ROE | xxx | ✅/⚠️/🚨 |
| FCF | xxx | ✅/⚠️/🚨 |
| Debt/Equity | xxx | ✅/⚠️/🚨 |
📌 Buffett 框架 Quotes
"[Relevant quote]"
Overall: □ Investable □ Watch □ Avoid
Cross-Stock Comparison Template
Use this when comparing 2+ stocks:
| Metric | [Stock A] | [Stock B] | Winner |
|---|---|---|---|
| Market Cap | $X | $Y | [A/B] |
| Forward P/E | Xx | Yx | ✅ Cheaper |
| PEG | X | Y | ✅ Cheaper |
| ROE | X% | Y% | ✅ Higher |
| Net Margin | X% | Y% | ✅ Higher |
| FCF | $X | $Y | ✅ Better |
| FCF 质量 | Positive/Negative | ... | ... |
| Debt/Equity | X% | Y% | ✅ Lower risk |
| Founder Ownership | X% | Y% | ✅ Stronger |
| Moat Depth | Strong/Med/Weak | ... | ... |
| Price War Resilience | Strong/Med/Weak | ... | ... |
| 52W Performance | +X% | +Y% | Momentum |
Quantitative Decision Matrix
When scoring, use 1-5 stars:
Score Meaning Action ⭐⭐⭐⭐⭐ (5) 异常al — rare opportunity Strong buy ⭐⭐⭐⭐ (4) Good — meets all criteria Buy on dips ⭐⭐⭐ (3) Average — mixed 签名als Watch only ⭐⭐ (2) Below average — multiple concerns Avoid or sell ⭐ (1) Poor — fAIls most tests Avoid
Final Score = Average of 5 lay