cyberneticlibrary

Model future possibilities and scenarios

soft-predict-futureskillsetup L13,035
davepoon/buildwithclaude
What it does

Analyze future outcomes with web search

Best for

Prediction questions that need scenario planning

Inputs
  • · prediction_question
  • · optional_year
Outputs
  • · scenario_analysis
  • · structural_drivers
  • · signal_table
Requires
  • · web_search
Preconditions
  • · Web search must be enabled
Failure modes
  • · Validation rules reject input (entity not real, timescale too long)
Trust signals
  • · Audit trail logging