AI Predictions¶

Win probability and tactical insights powered by the Vindicta Oracle.

Overview¶

The Vindicta Oracle uses adversarial AI debate to generate predictions. Five specialized agents argue about outcomes, then a Rule-Sage auditor validates all claims.

Win Probability¶

Get matchup predictions:

vindicta oracle predict \
  --my-list my-list.json \
  --opponent-list opponent.json \
  --mission "Purge the Enemy"

Output:

Win Probability: 62% (±8%)
Key Factors:
  + Your list has superior shooting
  + Mission favors mobile armies
  - Opponent has better objective control

Pre-Game Analysis¶

Before you deploy, get tactical suggestions:

Priority targets — What to kill first
Deployment tips — Positioning advice
Secondary selection — Optimal picks

The 5-Agent Swarm¶

The Vindicta Oracle's predictions come from debate between:

Agent	Role
Home	Argues for your list
Adversary	Argues against
Arbiter	Provides statistical context
Rule-Sage	Validates mechanical claims
Council	Synthesizes final prediction

Accuracy¶

Predictions are based on:

Historical matchup data
Monte Carlo simulations
Mechanical rules validation

Disclaimer

Predictions are statistical estimates. Dice rolls, player skill, and unknown factors affect outcomes.