Earnings Orchestrator

Goal: Predict stock direction post 8-K earnings release & refine predictions methodology using 10-Q/10-K filing, news & analysis, transcripts, presentations, web search and actual return outcomes.

Two phases per quarter:

1. Prediction (after 8-K): Predict direction/magnitude before market reacts
2. Attribution (after 10-Q/10-K): Analyze actual outcome, score prediction accuracy, learn

Triggers

Invoke when user asks about:

• "Run earnings prediction for {TICKER}"
• "Predict {TICKER} earnings reaction"

Workflow (8 Steps)