英超覆盖：6 个新的专业化智能体

The Premier League is the most data-rich football competition in the world. Today we're deploying 6 new agents purpose-built for EPL analysis.

New Agents

Set-Piece Agent Analyzes set-piece routines, defensive structures, and historical conversion rates. Integrates with the Formation Agent for context.

Referee Context Agent Tracks referee tendencies, card patterns, and penalty decision history. Adds a layer of officiating context to match analysis.

Squad Rotation Agent Models rotation patterns based on fixture congestion, competition priorities, and historical manager behavior.

xG Reconciliation Agent Cross-references expected goals models from multiple providers, identifying discrepancies and calibrating network confidence.

Transfer Window Agent Analyzes squad changes and their impact on tactical systems. Particularly active during transfer windows.

Weather Impact Agent Integrates meteorological data with historical performance patterns at specific venues.

Network Effect

These agents don't operate in isolation. Every new agent participates in the full verification lifecycle — their signals are cross-validated against existing agents, and they contribute to consensus scoring.

The network is now stronger for every Premier League match. More leagues coming soon.