cyberneticlibrary

Research prediction markets for decision signals

prediction-market-oracle-researchskillsetup L10
Sheshiyer/skill-clusters
What it does

Evaluate prediction markets as decision-intelligence signals or oracle inputs

Best for

When you want to use market-implied probabilities to inform strategic decisions while controlling for liquidity, resolution rules, and manipulation.

Inputs
  • · decision context
  • · relevant market event
  • · comparison data sources
Outputs
  • · market-implied probability
  • · signal quality assessment
  • · usage recommendation
Preconditions
  • · Market venue identified
  • · decision clearly framed
Failure modes
  • · Thin liquidity
  • · resolution ambiguity
  • · manipulation or stale data
Trust signals
  • · Multiple venues cross-checked
  • · comparison against non-market sources
  • · timestamp recorded