Document Intelligence
This skill supports three modes: Create, Update, and Find.
Mode Detection
| Signal | Mode | Confidence |
|---|---|---|
| "update", "refresh", "revise" in input | UPDATE | 100% |
File path provided (@path/to/analysis.md) | UPDATE | 100% |
| "create", "new", "draft" in input | CREATE | 100% |
| "find", "search", "list analyses" | FIND | 100% |
| "the market analysis", "our analysis" | UPDATE | 85% |
| Just market/segment name | CREATE | 60% |
Threshold: ≥85% auto-proceed | 70-84% state assumption | <70% ask user
Mode Behaviors
CREATE: Generate complete new market analysis using template below.
UPDATE:
- •Read existing analysis (search if path not provided)
- •Preserve structure and methodology
- •Update market sizing, trends, or competitive sections with new data
- •Show diff summary: "Updated: [sections] with [year] data."
FIND:
- •Search paths below for market analysis documents
- •Present results: market, date, path
- •Ask: "Update one of these, or create new?"
Search Locations for Market Analysis
- •
market/ - •
research/ - •
strategy/ - •
analysis/
Create a comprehensive Market Analysis for the specified market or segment.
V2V Phase
Phase 1: Strategic Foundation - Market analysis establishes the factual foundation for strategic decisions.
Prerequisites: Market opportunity or hypothesis identified Outputs used by: Phase 2 (business case, positioning), Phase 1 (vision, segments)
Output Structure
Generate a complete market analysis with the following sections:
1. Executive Summary
- •Market definition
- •Market size summary
- •Key trends
- •Growth opportunities
- •Recommendations
2. Market Definition & Scope
- •What is included in this market
- •What is excluded
- •Adjacent markets
- •Market boundaries
3. Market Size
Total Addressable Market (TAM)
- •Size: $X billion
- •Calculation methodology
- •Data sources
Serviceable Addressable Market (SAM)
- •Size: $X billion
- •Geographic limitations
- •Segment focus
- •Technology constraints
Serviceable Obtainable Market (SOM)
- •Size: $X billion
- •Realistic capture rate
- •Competitive factors
- •Timeline to capture
4. Market Segmentation
| Segment | Size | Growth Rate | Attractiveness | Our Fit |
|---|---|---|---|---|
| [Segment 1] | $X | X% | High/Med/Low | High/Med/Low |
| [Segment 2] | $X | X% | High/Med/Low | High/Med/Low |
5. Customer Needs Analysis
| Need | Importance | Current Solutions | Gap/Opportunity |
|---|---|---|---|
| [Need 1] | Critical/Important/Nice | [Solutions] | [Gap] |
| [Need 2] | Critical/Important/Nice | [Solutions] | [Gap] |
6. Buying Behavior & Journey
Buying Process
- •[Stage 1]: Trigger, activities, stakeholders
- •[Stage 2]: Trigger, activities, stakeholders
- •[Stage 3]: Trigger, activities, stakeholders
Key Buying Criteria
| Criteria | Weight | Trend |
|---|---|---|
| [Criteria 1] | X% | Increasing/Stable/Decreasing |
7. Market Trends & Dynamics
Macro Trends
| Trend | Impact on Market | Timeframe |
|---|---|---|
| [Trend 1] | [Impact] | [When] |
Technology Trends
| Trend | Impact on Market | Timeframe |
|---|---|---|
| [Trend 1] | [Impact] | [When] |
8. Regulatory Considerations
- •Current regulations
- •Pending regulations
- •Compliance requirements
- •Regulatory risks
9. Competitive Landscape Overview
- •Market structure (fragmented/consolidated)
- •Key players
- •Market share distribution
- •Entry barriers
10. Growth Opportunities
| Opportunity | Market Size | Investment | Fit | Priority |
|---|---|---|---|---|
| [Opportunity 1] | $X | High/Med/Low | High/Med/Low | 1/2/3 |
11. Market Entry/Expansion Recommendations
Recommended Strategy
- •Entry point
- •Target segments
- •Positioning
- •Go-to-market approach
Investment Required
- •Resources
- •Timeline
- •Expected returns
Instructions
- •Ask about specific segments or geographies to focus on if needed
- •Use WebSearch for current market data
- •Reference any existing research provided via @file syntax
- •Provide actionable recommendations
- •Save as markdown file
- •Offer to create presentation version using /present