Future Scenario Fast

Rapidly generate comprehensive future scenarios with trend analysis, signal detection, and strategic integration across configurable time horizons.

When to Use This Command

Run this command when...

• You need to quickly map out plausible futures for strategic planning retreats, product roadmap sessions, or investment thesis development
• You want to identify emerging trends and weak signals across technology, market, or societal domains and project their implications
• Your organization requires structured foresight analysis spanning multiple time horizons from near-term to decade-scale

Do NOT use this command when...

• You need precise numerical forecasts rather than qualitative scenario narratives
• You are analyzing a single known variable rather than exploring systemic future uncertainty

Quick Start

Copy
# .claude/commands/future-scenario-fast.md
# Generate future scenarios quickly
Generate future scenarios for: $ARGUMENTS

Copy
# Run the command
claude "future-scenario-fast AI agent marketplace evolution over 3-5 years"

Expected output:
- Trend identification with signal strength ratings
- 3-4 distinct scenario narratives per time horizon
- Cross-impact analysis between driving forces
- Strategic implications for each scenario
- Early warning indicators to monitor

Core Concepts

Concept	Description
Time Horizon	Planning window (1-2 years, 3-5 years, or 5-10+ years) shaping scenario detail
Driving Forces	Major trends and uncertainties that shape future trajectories
Weak Signals	Early indicators of emerging changes not yet mainstream
Cross-Impact Analysis	How different driving forces amplify or dampen each other
Strategic Implications	Actionable consequences of each scenario for your organization

Scenario Generation Pipeline:

  Domain Focus + Time Horizon
       |
  [Scan Trends & Signals]
       |
  [Identify Driving Forces]
       |
  +----+----+----+
  |    |    |    |
  S1   S2   S3   S4
  |    |    |    |
  [Cross-Impact Analysis]
       |
  [Strategic Implications]
       |
  Early Warning Indicators

Configuration

Parameter	Default	Description
Time Horizon	3-5 years	Near-term, medium-term, or long-term projection window
Domain Focus	Auto-detect	Technology, market, society, economy, or regulatory domain
Scenario Count	4	Number of distinct future narratives generated
Signal Depth	Medium	How deeply weak signals and emerging patterns are explored
Integration Level	Strategic	Whether output emphasizes narrative, strategic, or operational implications

Best Practices

1. Specify your domain precisely -- "AI in healthcare diagnostics" produces sharper scenarios than "AI future" because the driving forces are domain-specific
2. State your time horizon explicitly -- 1-year and 10-year scenarios require fundamentally different methodologies and should not be mixed
3. Include known trends -- mention trends you are already tracking so the command builds on your existing knowledge rather than duplicating it
4. Focus on uncertainties -- the most valuable scenarios explore what you do not know, not what is already predictable
5. Extract early warning indicators -- use the output's monitoring signals to build a lightweight dashboard for ongoing strategic awareness

Common Issues

1. Scenarios are too similar -- you likely constrained the exploration too narrowly. Broaden the driving forces or explicitly request "maximally divergent scenarios"
2. Missing industry-specific nuance -- provide sector context like regulatory environment, competitive dynamics, or technology adoption curves in your arguments
3. Difficult to act on -- request explicit "strategic implications for a company of our size and stage" to bridge from foresight to actionable planning