# Router Startup

> Master orchestration for routing startup problems through 23 skills for comprehensive analysis and validation (orchestrates 73+ skills total across all routers)

- Skill: `majiayu000/router-startup-3` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/router-startup-3`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/router-startup-3/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/router-startup-3

---


# Router: Startup

Master orchestrator that routes startup problems, ideas, and opportunities through the complete skill set for comprehensive analysis.

**Cross-Router Architecture**: This router handles business/startup concerns. For technical implementation, hand off to `router-engineering`. For QA/DevOps/testing, hand off to `router-operations`.

---

## Decision Tree: Where to Start?

```
USER INPUT
    │
    ├─► "I have an idea" ───────────────► startup-idea-validation
    │                                      └─► 9-dimension scoring
    │
    ├─► "Find opportunities in X" ──────► startup-review-mining
    │                                      └─► Pain extraction from reviews
    │
    ├─► "What's trending in X" ─────────► startup-trend-prediction
    │                                      └─► 2-3yr lookback → 1-2yr forward
    │
    ├─► "Analyze competitors" ──────────► startup-competitive-analysis
    │                                      └─► Positioning, moats, battlecards
    │
    ├─► "Pricing / business model" ─────► startup-business-models
    │                                      └─► Unit economics, pricing tiers
    │
    ├─► "Build X feature/product" ──────► router-engineering (HANDOFF)
    │                                      └─► Architecture → Implementation
    │
    ├─► "Go to market with X" ──────────► startup-go-to-market
    │                                      └─► Positioning → Channels → Launch
    │
    ├─► "Raise funding" ────────────────► startup-fundraising
    │                                      └─► Pitch, valuation, term sheets
    │
    ├─► "Scale agent fleet" ────────────► agent-fleet-operations
    │                                      └─► Orchestration, monitoring, costs
    │
    ├─► "UX research / user feedback" ──► software-ux-research
    │                                      └─► Pain patterns, feedback mining
    │
    ├─► "UI design / design system" ────► software-ui-ux-design
    │                                      └─► Components, accessibility, patterns
    │
    ├─► "Help center / FAQ / KB" ─────► help-center-design
    │                                      └─► AI-first support, taxonomy, templates
    │
    │   ═══════════════════════════════════════════════════════════
    │   MARKETING & CONTENT (NEW - Explicit Routing)
    │   ═══════════════════════════════════════════════════════════
    │
    ├─► "Social media strategy" ────────► marketing-social-media
    │                                      └─► Content, paid social, LinkedIn
    │
    ├─► "Content strategy / editorial calendar" ► marketing-content-strategy
    │                                      └─► Pillars, briefs, calendars
    │
    ├─► "Lead generation" ──────────────► marketing-leads-generation
    │                                      └─► ICP, outbound, landing pages
    │
    ├─► "SEO / organic traffic" ────────► marketing-seo-technical
    │                                      └─► Core Web Vitals, crawlability
    │
    ├─► "AI search optimization" ───────► marketing-ai-search-optimization
    │                                      └─► ChatGPT, Perplexity, Claude SEO
    │
    ├─► "Paid ads / Google / Meta" ────► marketing-paid-advertising
    │                                      └─► Campaign strategy, bidding, ROAS
    │
    ├─► "Email automation / nurture" ──► marketing-email-automation
    │                                      └─► Workflows, HubSpot, Klaviyo
    │
    ├─► "Conversion optimization" ─────► marketing-cro
    │                                      └─► A/B testing, landing pages
    │
    │   ═══════════════════════════════════════════════════════════
    │   DOCUMENTS & PRESENTATIONS (NEW - Explicit Routing)
    │   ═══════════════════════════════════════════════════════════
    │
    ├─► "Create pitch deck" ────────────► document-pptx
    │                                      └─► PowerPoint, slides, charts
    │
    ├─► "Create investor memo" ─────────► document-docx
    │                                      └─► Word docs, formatting
    │
    ├─► "Financial model / spreadsheet" ► document-xlsx
    │                                      └─► Excel, formulas, charts
    │
    ├─► "Create PDF report" ────────────► document-pdf
    │                                      └─► PDF generation, manipulation
    │
    │   ═══════════════════════════════════════════════════════════
    │   CROSS-ROUTER HANDOFFS
    │   ═══════════════════════════════════════════════════════════
    │
    ├─► "Build / implement / code" ─────► router-engineering
    │                                      └─► All technical skills
    │
    ├─► "Test / deploy / monitor" ──────► router-operations
    │                                      └─► QA, DevOps, observability
    │
    └─► "Full analysis of X" ───────────► COMPREHENSIVE ANALYSIS
                                           └─► All relevant skills in parallel
```

---

## Stage Detection

### Stage 1: OPPORTUNITY DISCOVERY

**Triggers**: "opportunity", "gap", "problem", "pain point", "market", "whitespace"

**Primary Skills**:
- `startup-review-mining` - Extract pain from reviews
- `startup-trend-prediction` - Identify rising trends
- `software-ux-research` - User research methods

**Skill Chain**:
```
Review Mining --> Pain Points --> Trend Alignment --> Opportunity Score
```

### Stage 2: IDEA VALIDATION

**Triggers**: "idea", "validate", "test", "hypothesis", "should I build"

**Primary Skills**:
- `startup-idea-validation` - 9-dimension scoring
- `product-management` - Discovery, OST, customer interviews

**Skill Chain**:
```
Hypothesis Canvas --> RAT Testing --> Scorecard --> Go/No-Go
```

### Stage 3: MARKET & COMPETITIVE ANALYSIS

**Triggers**: "market size", "competitors", "TAM", "landscape", "industry", "positioning"

**Primary Skills**:
- `startup-competitive-analysis` - Competitive intelligence, positioning
- `startup-idea-validation` - Market sizing worksheet
- `startup-trend-prediction` - Market cycle patterns

**Skill Chain**:
```
Market Sizing --> Competitive Analysis --> Positioning --> Battlecards
```

### Stage 4: BUSINESS MODEL & PRICING

**Triggers**: "pricing", "monetization", "revenue model", "unit economics", "business model"

**Primary Skills**:
- `startup-business-models` - Revenue models, unit economics
- `startup-competitive-analysis` - Competitive pricing analysis

**Skill Chain**:
```
Revenue Model Selection --> Unit Economics --> Pricing Strategy --> Tier Design
```

### Stage 5: TECHNICAL PLANNING

**Triggers**: "build", "architecture", "implement", "technical", "stack"

**Primary Skills**:
- `software-architecture` - System design
- `software-backend-*` - Backend frameworks
- `software-frontend-*` - Frontend frameworks
- `ai-*` skills - AI/ML components

**Skill Chain**:
```
Requirements --> Architecture --> Technology Selection --> Implementation Plan
```

### Stage 6: UX & DESIGN

**Triggers**: "UX", "user experience", "design", "UI", "interface", "usability", "accessibility"

**Primary Skills**:
- `software-ux-research` - User research, pain pattern extraction
- `software-ui-ux-design` - Design systems, components, accessibility

**Skill Chain**:
```
User Research --> Pain Patterns --> Design System --> Components --> Testing
```

### Stage 7: GO-TO-MARKET

**Triggers**: "launch", "GTM", "marketing", "sales", "growth", "channels"

**Primary Skills**:
- `startup-go-to-market` - GTM strategy, channels, launch planning
- `product-management` - Positioning, roadmap
- `marketing-content-strategy` - Positioning, pillars, calendars
- `marketing-*` skills - Channels, content, distribution

**Skill Chain**:
```
ICP Definition --> Positioning --> Channel Strategy --> Launch Plan --> Growth Loops
```

### Stage 8: FUNDRAISING

**Triggers**: "funding", "raise", "investors", "pitch", "term sheet", "valuation"

**Primary Skills**:
- `startup-fundraising` - Pitch prep, valuation, term sheets
- `startup-business-models` - Unit economics for investors

**Skill Chain**:
```
Stage Assessment --> Materials Prep --> Investor Targeting --> Pitch --> Negotiation
```

### Stage 9: AGENT OPERATIONS

**Triggers**: "agent fleet", "multi-agent", "agent service", "orchestration", "agent costs"

**Primary Skills**:
- `agent-fleet-operations` - Fleet management, economics
- `ai-agents` - Agent architecture

**Skill Chain**:
```
Service Design --> Agent Config --> Orchestration --> Monitoring --> Cost Optimization
```

### Stage 10: HELP CENTER & SELF-SERVICE

**Triggers**: "help center", "FAQ", "knowledge base", "self-service", "support documentation", "onboarding content", "tutorials", "learning materials"

**Primary Skills**:

- `help-center-design` - AI-first help centers, taxonomy, article templates

**Skill Chain**:
```
Platform Selection --> Taxonomy Design --> Content Creation --> AI Integration --> Metrics
```

### Stage 11: MARKETING & GROWTH

**Triggers**: "marketing", "social media", "LinkedIn", "SEO", "leads", "acquisition", "content", "AI search", "paid ads", "Google Ads", "Meta ads", "email", "nurture", "conversion", "A/B test", "landing page"

**Primary Skills**:

| Skill | When to Use |
|-------|-------------|
| `marketing-content-strategy` | Positioning, pillars, editorial calendar, briefs |
| `marketing-social-media` | Social strategy, content calendar, paid social, LinkedIn |
| `marketing-leads-generation` | ICP definition, outbound cadences, landing pages, lead scoring |
| `marketing-seo-technical` | Core Web Vitals, crawlability, structured data |
| `marketing-ai-search-optimization` | ChatGPT/Perplexity/Claude SEO, AEO/GEO/LLMO |
| `marketing-paid-advertising` | Google, Meta, TikTok, LinkedIn campaign strategy, bidding |
| `marketing-email-automation` | Nurture sequences, HubSpot/Klaviyo setup, deliverability |
| `marketing-cro` | A/B testing, landing page optimization, conversion funnels |

**Skill Chain**:
```
ICP Definition --> Content Strategy --> Channel Selection --> Execution --> Measurement
                                                    │
                    ┌───────────────────────────────┼───────────────────────────────┐
                    │                               │                               │
                    ▼                               ▼                               ▼
             Organic Channels               Paid Channels                   Owned Channels
             (SEO, Social, AI)          (Ads, Retargeting)              (Email, Nurture)
                    │                               │                               │
                    └───────────────────────────────┼───────────────────────────────┘
                                                    │
                                                    ▼
                                            CRO (Optimize All)
```

### Stage 12: DOCUMENTS & COLLATERAL

**Triggers**: "pitch deck", "investor memo", "financial model", "spreadsheet", "PDF", "presentation", "Word doc"

**Primary Skills**:

| Skill | When to Use |
|-------|-------------|
| `document-pptx` | Pitch decks, investor presentations, slides |
| `document-docx` | Investor memos, contracts, reports |
| `document-xlsx` | Financial models, projections, data analysis |
| `document-pdf` | Reports, combined documents, extraction |

**Skill Chain**:
```
Content Planning --> Template Selection --> Document Creation --> Review --> Export
```

**Common Startup Document Workflows**:

| Document | Primary Skill | Supporting Skills |
|----------|---------------|-------------------|
| Pitch deck | `document-pptx` | `startup-fundraising`, `startup-business-models` |
| Financial model | `document-xlsx` | `startup-business-models` |
| Investor memo | `document-docx` | `startup-fundraising` |
| Market research report | `document-pdf` | `startup-competitive-analysis`, `startup-trend-prediction` |

---

## Three-Router Architecture

This framework uses three domain-specific routers for intelligent skill orchestration:

```text
┌───────────────────────┐  ┌───────────────────────┐  ┌───────────────────────┐
│    router-startup     │  │  router-engineering   │  │  router-operations    │
│                       │  │                       │  │                       │
│  Business & Startup   │  │  Technical & AI/ML    │  │   QA & DevOps         │
│  8 startup skills     │  │  32 engineering skills│  │   15 operations skills│
│  8 marketing skills   │  │  6 claude-code skills │  │                       │
│  4 document skills    │  │                       │  │                       │
│  + product mgmt + UX  │  │                       │  │                       │
└───────────────────────┘  └───────────────────────┘  └───────────────────────┘
```

### Router Inventory

| Router | Skills | Domain |
|--------|--------|--------|
| `router-startup` | 23 | Business, validation, marketing (8), documents, UX, help center |
| `router-engineering` | 32 | Software, AI/ML, data, Claude Code framework |
| `router-operations` | 15 | QA, testing, DevOps, git, docs |
| **Total** | **73+** | Full coverage |

### Cross-Router Handoff Rules

| From Router | To Router | Trigger Keywords |
|-------------|-----------|------------------|
| `router-startup` | `router-engineering` | "build", "implement", "code", "API", "frontend" |
| `router-startup` | `router-operations` | "test", "deploy", "CI/CD", "monitor" |
| `router-engineering` | `router-startup` | "pricing", "market", "competitors", "GTM" |
| `router-engineering` | `router-operations` | "test", "deploy", "debug", "monitor" |
| `router-operations` | `router-startup` | "launch", "pricing", "business model" |
| `router-operations` | `router-engineering` | "build fix", "implement", "architecture" |

---

## Cross-Router Workflow Patterns

### Pattern 1: Startup to Production

```text
router-startup                router-engineering              router-operations
        │                                    │                                    │
        ▼                                    │                                    │
startup-idea-validation ──────────────────►  │                                    │
        │                                    │                                    │
        ▼                                    │                                    │
startup-business-models ──────────────────►  │                                    │
        │                                    │                                    │
        │                                    ▼                                    │
        │ ◄─────────────────── software-architecture-design                       │
        │                                    │                                    │
        │                                    ▼                                    │
        │ ◄─────────────────── software-backend + software-frontend               │
        │                                    │                                    │
        │                                    │                                    ▼
        │                                    │ ◄─────────────── qa-testing-strategy
        │                                    │                                    │
        │                                    │                                    ▼
        │                                    │ ◄─────────────── ops-devops-platform
        │                                    │                                    │
        ▼                                    │                                    │
startup-go-to-market ◄────────────────────── │ ◄──────────────────────────────────┘
        │
        ▼
    LAUNCHED
```

### Pattern 2: Technical Product with Business Validation

```text
User: "Build an AI-powered CRM with competitive pricing"

Step 1: router-startup
        └─► startup-competitive-analysis (understand market)
        └─► startup-business-models (pricing strategy)

Step 2: HANDOFF → router-engineering
        └─► ai-agents (agent architecture)
        └─► software-backend (API design)
        └─► software-frontend (UI)

Step 3: HANDOFF → router-operations
        └─► qa-testing-strategy (test plan)
        └─► qa-agent-testing (LLM agent tests)
        └─► ops-devops-platform (deployment)

Step 4: HANDOFF → router-startup
        └─► startup-go-to-market (launch)
        └─► marketing-* (acquisition)
```

### Pattern 3: Document + Technical + Operations (Parallel)

```text
User: "Create pitch deck with working demo and deployment"

Parallel Execution:
├─► router-startup
│   └─► startup-fundraising (pitch content)
│   └─► document-pptx (slide creation)
│
├─► router-engineering
│   └─► software-frontend (demo UI)
│   └─► software-backend (demo API)
│
└─► router-operations
    └─► ops-devops-platform (demo deployment)
    └─► qa-testing-playwright (demo testing)

Aggregation → Complete pitch with live demo
```

---

## Comprehensive Analysis Mode

For full opportunity analysis, invoke skills in parallel:

### Layer 1: Discovery (Parallel)

| Skill | Output | Purpose |
|-------|--------|---------|
| `startup-review-mining` | Pain points, feature gaps | What customers hate |
| `startup-trend-prediction` | Rising/peaking trends | Market timing |
| `software-ux-research` | User research insights | Deep user understanding |
| `startup-competitive-analysis` | Competitor weaknesses | Where to attack |

### Layer 2: Validation (Sequential)

| Skill | Input From | Output |
|-------|-----------|--------|
| `startup-idea-validation` | Layer 1 outputs | Validation scorecard |
| `startup-business-models` | Validation | Unit economics model |

### Layer 3: Planning (Based on Verdict)

**If GO (80+)**:
- `startup-business-models` - Revenue model design
- `startup-go-to-market` - GTM strategy
- `product-management` - Roadmap
- `software-architecture` - Technical plan
- Technical implementation skills

**If Conditional (60-79)**:
- Focus on riskiest assumptions
- Targeted experiments
- `startup-competitive-analysis` - Deeper competitive intel

**If Pivot/No-Go (<60)**:
- Alternative direction analysis
- New opportunity discovery
- `startup-review-mining` - Different market

---

## Skill Registry

### Startup Validation Suite (9 skills)

| Skill | Purpose | Key Outputs |
|-------|---------|-------------|
| `router-startup` | Orchestration | Routing decisions, skill chains |
| `startup-idea-validation` | Systematic scoring | 9-dimension scorecard, Go/No-Go |
| `startup-review-mining` | Pain extraction | Pain points, opportunities |
| `startup-trend-prediction` | Future prediction | Trend analysis, timing |
| `startup-competitive-analysis` | Competitive intel | Positioning, moats, battlecards |
| `startup-business-models` | Revenue design | Unit economics, pricing |
| `startup-go-to-market` | GTM strategy | Channels, launch, growth |
| `startup-fundraising` | Capital raising | Pitch, valuation, terms |
| `agent-fleet-operations` | Agent services | Fleet management, economics |

### Product & UX (4 skills)

| Skill | Purpose | Key Outputs |
|-------|---------|-------------|
| `product-management` | Product strategy | Discovery, OST, roadmaps |
| `software-ux-research` | User research | Pain patterns, feedback mining |
| `software-ui-ux-design` | Design systems | UI patterns, accessibility |
| `help-center-design` | Help center architecture | AI-first support, taxonomy, templates |

### Technical Implementation (15+ skills)

| Category | Skills |
|----------|--------|
| Backend | `software-backend-nodejs`, `software-backend-python`, `software-backend-go`, etc. |
| Frontend | `software-frontend-nextjs`, `software-frontend-nuxt`, `software-frontend-angular`, etc. |
| Mobile | `software-mobile` (iOS, Android, React Native) |
| Data | `software-database-sql`, `software-data-engineering` |
| DevOps | `software-devops`, `software-cicd` |

### AI/ML (5+ skills)

| Skill | Purpose |
|-------|---------|
| `ai-agents` | Multi-agent systems |
| `ai-llm-development` | LLM applications, RAG |
| `ai-ml-data-science` | ML workflows, modeling |
| `ai-prompt-engineering` | Prompt design |
| `ai-fine-tuning` | Model customization |

### Marketing & Growth (8 skills)

| Skill | Purpose | Key Outputs |
|-------|---------|-------------|
| `marketing-content-strategy` | Content planning | Positioning, pillars, editorial calendars |
| `marketing-social-media` | Social strategy | Content calendars, paid social, LinkedIn |
| `marketing-leads-generation` | Lead acquisition | ICP, outbound cadences, landing pages |
| `marketing-seo-technical` | Technical SEO | Core Web Vitals, crawlability, structured data |
| `marketing-ai-search-optimization` | AI search (AEO/GEO) | ChatGPT, Perplexity, Claude optimization |
| `marketing-paid-advertising` | Paid ads strategy | Google, Meta, TikTok, LinkedIn campaigns |
| `marketing-email-automation` | Email workflows | Nurture sequences, HubSpot, Klaviyo setup |
| `marketing-cro` | Conversion optimization | A/B testing, landing pages, funnels |

### Document Creation (4 skills)

| Skill | Purpose | Key Outputs |
|-------|---------|-------------|
| `document-pptx` | Presentations | Pitch decks, investor slides |
| `document-docx` | Word documents | Investor memos, contracts |
| `document-xlsx` | Spreadsheets | Financial models, projections |
| `document-pdf` | PDF handling | Reports, document merging |

### Cross-Router References

| Router | Purpose | When to Hand Off |
|--------|---------|------------------|
| `router-engineering` | Technical implementation | Build, code, architecture |
| `router-operations` | QA, DevOps, testing | Test, deploy, monitor |

See `data/skill-registry.json` for complete registry.

---

## Routing Logic

### Keyword-Based Routing

```
KEYWORDS -> SKILL MAPPING

"pain point", "frustration", "complaint" -> startup-review-mining
"trend", "predict", "future", "rising" -> startup-trend-prediction
"validate", "test", "hypothesis", "idea" -> startup-idea-validation
"competitor", "competitive", "positioning", "moat" -> startup-competitive-analysis
"pricing", "revenue model", "unit economics" -> startup-business-models
"GTM", "go to market", "launch", "channels" -> startup-go-to-market
"funding", "raise", "investors", "pitch" -> startup-fundraising
"agent fleet", "orchestration", "agent service" -> agent-fleet-operations
"discovery", "interview", "OST" -> product-management
"user research", "feedback", "pain patterns" -> software-ux-research
"design", "UI", "components", "accessibility" -> software-ui-ux-design
"help center", "FAQ", "knowledge base", "self-service", "support docs", "onboarding content", "tutorials" -> help-center-design

# Marketing Skills (Explicit Routing)
"content strategy", "editorial calendar", "content pillars", "blog strategy" -> marketing-content-strategy
"social media", "LinkedIn", "content calendar", "paid social" -> marketing-social-media
"leads", "lead generation", "outbound", "ICP", "landing page" -> marketing-leads-generation
"SEO", "Core Web Vitals", "crawlability", "structured data" -> marketing-seo-technical
"AI search", "AEO", "GEO", "LLMO", "ChatGPT SEO", "Perplexity" -> marketing-ai-search-optimization
"paid ads", "Google Ads", "Meta ads", "TikTok ads", "LinkedIn ads", "PPC", "ROAS" -> marketing-paid-advertising
"email automation", "nurture sequence", "HubSpot", "Klaviyo", "drip campaign", "welcome series" -> marketing-email-automation
"CRO", "conversion rate", "A/B test", "landing page optimization", "funnel optimization" -> marketing-cro

# Document Skills (Explicit Routing)
"pitch deck", "slides", "presentation", "PowerPoint" -> document-pptx
"investor memo", "Word doc", "contract", "report" -> document-docx
"financial model", "spreadsheet", "Excel", "projections" -> document-xlsx
"PDF", "report", "merge documents" -> document-pdf

# Cross-Router Handoffs
"build", "implement", "code", "architecture" -> router-engineering
"API", "backend", "frontend", "mobile", "AI agent" -> router-engineering
"test", "deploy", "CI/CD", "monitor", "debug" -> router-operations
```

### Context-Based Routing

| User Context | Primary Skill | Supporting Skills |
|--------------|---------------|-------------------|
| Pre-idea (exploring) | `startup-review-mining` | `startup-trend-prediction`, `software-ux-research` |
| Has idea (validating) | `startup-idea-validation` | `product-management`, `startup-competitive-analysis` |
| Validated (planning) | `startup-business-models` | `startup-go-to-market` |
| Planning (building) | Technical skills | `software-architecture`, `software-ui-ux-design` |
| Built (launching) | `startup-go-to-market` | `marketing-*` |
| Growing (scaling) | All relevant | Based on bottleneck |
| Raising (funding) | `startup-fundraising` | `startup-business-models` |
| Scaling agents | `agent-fleet-operations` | `ai-agents` |

---

## Skill Chain Patterns

### Pattern 1: Idea-to-Validation

```
START
  |
  v
startup-review-mining -----> Pain Points Extracted
  |
  v
startup-trend-prediction --> Timing Assessment
  |
  v
startup-competitive-analysis -> Competitive Position
  |
  v
startup-idea-validation ----> 9-Dimension Score
  |
  v
GO/NO-GO DECISION
```

### Pattern 2: Opportunity-to-Product

```
START
  |
  v
startup-review-mining ------> Opportunity Identified
  |
  v
startup-competitive-analysis -> Positioning
  |
  v
startup-business-models -----> Revenue Model
  |
  v
product-management ----------> PRD + Roadmap
  |
  v
software-ui-ux-design -------> Design System
  |
  v
software-architecture -------> Technical Design
  |
  v
Implementation Skills -------> Built Product
```

### Pattern 3: Market-to-Launch

```
START
  |
  v
startup-trend-prediction ----> Market Timing
  |
  v
startup-idea-validation -----> Market Sizing
  |
  v
startup-competitive-analysis -> Positioning
  |
  v
startup-business-models -----> Pricing Strategy
  |
  v
startup-go-to-market --------> GTM Plan
  |
  v
marketing-* skills ----------> GTM Execution
```

### Pattern 4: Validation-to-Funding

```
START
  |
  v
startup-idea-validation -----> Validated Idea
  |
  v
startup-business-models -----> Unit Economics
  |
  v
startup-competitive-analysis -> Moat Analysis
  |
  v
startup-fundraising ---------> Pitch Materials
  |
  v
INVESTOR MEETINGS
```

### Pattern 5: Agent Service Launch

```
START
  |
  v
ai-agents -------------------> Agent Architecture
  |
  v
agent-fleet-operations ------> Service Design
  |
  v
startup-business-models -----> Pricing Model
  |
  v
startup-go-to-market --------> Launch Strategy
  |
  v
AGENT SERVICE LIVE
```

---

## Output Templates

### Quick Analysis Output

```markdown
## Analysis: {{TOPIC}}

**Stage Detected**: {{STAGE}}
**Primary Skill**: {{SKILL}}
**Supporting Skills**: {{LIST}}

### Key Findings
1. {{FINDING_1}}
2. {{FINDING_2}}
3. {{FINDING_3}}

### Recommended Next Steps
1. {{ACTION_1}} - Use {{SKILL}}
2. {{ACTION_2}} - Use {{SKILL}}

### Skills to Invoke Next
- {{SKILL_1}}: {{WHY}}
- {{SKILL_2}}: {{WHY}}
```

### Comprehensive Analysis Output

See `templates/comprehensive-analysis-report.md`

---

## Resources

| Resource | Purpose |
|----------|---------|
| [routing-logic.md](resources/routing-logic.md) | Detailed decision trees |
| [skill-chain-patterns.md](resources/skill-chain-patterns.md) | Sequential/parallel patterns |
| [opportunity-detection-rules.md](resources/opportunity-detection-rules.md) | Opportunity scoring |

## Templates

| Template | Purpose |
|----------|---------|
| [comprehensive-analysis-report.md](templates/comprehensive-analysis-report.md) | Full analysis |
| [skill-routing-decision.md](templates/skill-routing-decision.md) | Routing documentation |
| [hypothesis-test-plan.md](templates/hypothesis-test-plan.md) | Experiment planning |

## Data

| File | Purpose |
|------|---------|
| [skill-registry.json](data/skill-registry.json) | Complete skill index |
| [sources.json](data/sources.json) | Reference sources |