growth-stock-analysis — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited growth-stock-analysis (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
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First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
This skill provides a structured methodology for analyzing growth stocks by integrating insights from 13 foundational sources on competitive strategy, technology adoption, narrative economics, and capital allocation. The framework helps identify companies with durable competitive advantages positioned to compound value over extended periods.
NPV = M₀ × g × s × m
Where:
- M₀ = current market size
- g = discounted market growth factor
- s = long-term market share
- m = long-term differential margin (excess over cost of capital)
Potential Value = [Market Scale] × [Power]Key Principle: The bulk of business value comes in out years. For a 10% growth company, the next 3 years represent only ~15% of total value. Persistence of competitive advantage is therefore critical.
Every growth stock analysis should address:
Power requires two attributes:
Always look to the Barrier first - Benefits are common; Barriers are rare.
#### 1. Scale Economies Definition: Per unit costs decline as production volume increases
| Attribute | Description |
|---|---|
| Benefit | Reduced costs per unit |
| Barrier | Prohibitive costs of share gains for smaller competitors |
| Sources | Fixed cost spread, volume/area relationships, distribution density, learning curves, purchasing power |
Netflix Example: Exclusive content becomes fixed cost - $100M show costs $3.33/subscriber with 30M users vs $100/subscriber with 1M users.
Surplus Leader Margin = [Scale Economy Intensity] × [Scale Advantage]
#### 2. Network Economies Definition: Value of product/service increases as user base increases
| Attribute | Description |
|---|---|
| Benefit | Higher willingness to pay from customers |
| Barrier | Value deficit of followers is insurmountable |
| Characteristics | Winner-take-all dynamics, but bounded by network definition |
Key Insight: Even Google couldn't unseat Facebook with Google+ - the barrier is that high.
Paradox: Network effects businesses must start in especially small markets (Facebook started at Harvard only).
#### 3. Counter-Positioning Definition: New entrant adopts superior business model that incumbent cannot mimic due to anticipated cannibalization
| Attribute | Description |
|---|---|
| Benefit | Superior business model economics |
| Barrier | Collateral damage to incumbent's existing business |
| Duration | Temporary - eventually incumbent must respond or die |
Classic Example: Netflix DVD-by-mail vs Blockbuster (late fees = 50% of Blockbuster's profit).
#### 4. Switching Costs Definition: Customers expect greater loss than value from switching to alternative
| Attribute | Description |
|---|---|
| Benefit | Customer captivity enables pricing power |
| Barrier | High expected switching losses |
| Sources | Procedural (learning), financial (loyalty benefits), relational (trust) |
#### 5. Branding Definition: Higher perceived value to objectively identical offering due to historical information
| Attribute | Description |
|---|---|
| Benefit | Pricing power for equivalent product |
| Barrier | Requires decades of consistent association to build |
| Limitation | Only works for repeated purchases with some uncertainty |
#### 6. Cornered Resource Definition: Preferential access to coveted asset that independently enhances value
| Attribute | Description |
|---|---|
| Benefit | Resource enhances value at rates unavailable to competitors |
| Barrier | Rivals cannot easily acquire equivalent resources |
| Examples | Patents, unique talent, scarce inputs, regulatory licenses |
#### 7. Process Power Definition: Organization and activity set that enables lower costs or superior products, achieved through extended commitment
| Attribute | Description |
|---|---|
| Benefit | Lower costs and/or superior products |
| Barrier | Requires long time and sustained effort to replicate |
| Example | Toyota Production System took decades to develop |
The Central Question: Are there barriers to entry that allow you to do things that other firms cannot?
Only Three Types of Sustainable Competitive Advantage:
Critical Insight: Competitive advantages are almost always grounded in LOCAL circumstances - geographic or product space.
Market Share Stability Test: If market shares remain stable over time despite competition, barriers to entry likely exist.
Return on Capital Test: Sustained returns above cost of capital indicate competitive advantage.
"All happy companies are different: each one earns a monopoly by solving a unique problem. All failed companies are the same: they failed to escape competition."
Four characteristics of durable monopolies:
Building Sequence:
The Last Mover Advantage: "It's much better to be the last mover — to make the last great development in a market and enjoy years or even decades of monopoly profits."
Markets develop through predictable phases with distinct investor implications:
Early Market → Chasm → Bowling Alley → Tornado → Main Street → Decline#### Phase Characteristics
| Phase | Customer Type | Investment Implications |
|---|---|---|
| Early Market | Visionaries, Enthusiasts | High risk, concept investing |
| Chasm | Gap between early adopters and mainstream | Many fail here - avoid |
| Bowling Alley | Pragmatists in specific niches | Look for niche dominance |
| Tornado | Pragmatic majority adopts en masse | Prime investment zone |
| Main Street | Late majority, market saturation | Defensive positions |
Core Thesis: In technology markets, hypergrowth phases create "gorillas" - dominant companies that capture disproportionate value.
#### Why Gorillas Emerge
#### Gorilla Game Rules
#### Gorilla Identification Signals
Key Insight: Change doesn't happen linearly. Systems plateau, resist change, then transform rapidly when stress exceeds threshold.
Hypergrowth: Happens only once in a market's history
While developed for biotech, this framework applies to technology platforms broadly:
#### Genus 1: Product/Modality Platform Definition: Companies pioneering novel approaches with proprietary competitive edge
Characteristics:
Partnership Evolution:
Outcome Examples: Genentech ($46.8B to Roche), Amgen ($168B market cap)
#### Genus 2A: Broad Insight Platform Definition: Companies with broad-based technological insights applicable across domains
Critical Challenge: "The history of data in the biopharmaceutical industry is the history of its commoditization"
Strategic Imperative: Must transition to vertical integration much more quickly than Genus 1
Warning Sign: Partners incentivized to disintermediate information providers
#### Genus 2B: Domain-Specific Insight Platform Definition: Deep expertise in specific vertical
Strategic Requirements:
Pattern: Revolutionary ideas → Universal building blocks → Next wave of innovation
Value Decline by Generation:
Each generation decreases by roughly one order of magnitude as technology commoditizes.
Investment Implication: Identify where a company sits in the commoditization arc - earlier is better.
When analyzing platform businesses, evaluate:
Core Insight: CEOs have five essential choices for deploying capital:
And three alternatives for raising capital:
Key Metric: Long-term per-share value growth, NOT absolute size growth
Operational Traits:
Personal Traits:
Rate management (1-5) on each dimension:
| Dimension | Key Questions |
|---|---|
| Organic Investment | Are reinvestment rates appropriate? ROI on capex? |
| M&A Discipline | Track record on acquisitions? Price discipline? |
| Dividend Policy | Is dividend appropriate given opportunities? |
| Balance Sheet | Debt levels appropriate? Flexibility maintained? |
| Buyback Timing | Repurchasing when stock is cheap? |
| Compensation | Aligned with shareholders? Reasonable levels? |
Key Insight: Economic narratives drive behavior and become self-fulfilling. Stock prices reflect narratives, not just fundamentals.
#### Narrative Assessment Questions
#### Narrative Lifecycle
Emergence → Contagion → Peak → Fade → Dormancy → (Revival?)Investment Opportunity: Greatest returns come from:
The Question: "What important truth do very few people agree with you on?"
Applied to Investing: What does this company's success require that the market doesn't believe?
Common Narrative Traps:
Questions to Answer:
Analysis Framework:
1. Identify the relevant competitive arena (local vs global)
2. Test for barriers to entry:
- Market share stability over time?
- Returns above cost of capital sustained?
3. If barriers exist, identify the Power type(s)
4. Assess Power intensity:
- Industry economics factor
- Competitive position factor
5. Evaluate Power durability:
- What could erode the advantage?
- Timeline for potential disruption?Unit Economics Analysis:
Cash Flow Quality:
Assess Against Outsider Criteria:
Track Record Review:
Not Precise Valuation but:
Output Structure:
## Investment Thesis: [Company Name]
### The Opportunity
[What's the market? Why now?]
### The Moat
[Which Power types? How durable?]
### The Business
[Unit economics, cash flow quality]
### The Management
[Capital allocation, alignment]
### The Narrative
[Current perception vs reality]
### Key Risks
[What could go wrong?]
### Decision Framework
[Buy/Hold/Sell triggers]This framework integrates insights from:
This skill is designed for:
The framework emphasizes qualitative judgment over quantitative precision - the goal is identifying businesses with durable competitive advantages positioned to compound value, not precise intrinsic value calculations.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.