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earnings-forecast

Compare earnings forecasts to consensus and generate trading signals with risk controls.

Updated Aug 27, 2026
Search Tags:#analysis#consensus#trading-signals#pead#sue#earnings-forecast
One-click install
npx skills add https://github.com/prinzeval/Vibe-Trading --skill earnings-forecast-prinzeval
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: earnings-forecast
Source: https://github.com/prinzeval/Vibe-Trading/tree/main/VALENDATA/agent/src/skills/earnings-forecast
Command: npx skills add https://github.com/prinzeval/Vibe-Trading --skill earnings-forecast-prinzeval

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps traders forecast earnings and gauge market expectations to identify opportunities created by earnings surprises, enabling more informed trading decisions.

Core Features & Use Cases

  • Dual forecasting (Top-Down / Bottom-Up) to derive EPS forecasts
  • SUE (Standardized Unexpected Earnings), PEAD (Post-earnings drift), and analyst expectation momentum to identify actionable signals
  • Comprehensive signal framework with holding-period guidance and risk controls for portfolio construction

Quick Start

Compare a target company's earnings forecast to consensus and generate a tradable signal.

Frequently Asked Questions about earnings-forecast

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I forecast earnings and identify trading signals from earnings surprises?▼

The skill uses SUE (Standardized Unexpected Earnings) to measure the magnitude of earnings surprises, helping you identify actionable trading signals based on the variance between actual earnings and market consensus.

What is PEAD and how does it relate to post-earnings trading signals?▼

PEAD (Post-earnings announcement drift) tracks the price momentum following an earnings surprise, allowing you to generate trading signals with specific holding-period guidance and risk controls for portfolio construction.

Can I use top-down and bottom-up forecasting methods together to derive EPS forecasts?▼

Yes, dual forecasting combines top-down and bottom-up approaches to derive EPS forecasts, enabling a comprehensive comparison against analyst expectation revision momentum and market consensus.

Does the earnings forecast signal framework include holding-period guidance and risk controls?▼

Yes, the signal framework provides holding-period guidance and risk controls alongside a clear metric summary, enabling you to translate earnings surprise analysis directly into portfolio construction decisions.

What are the limitations of using analyst expectation revision momentum for earnings forecasts?▼

Analyst expectation revision momentum tracks shifts in consensus estimates, but its effectiveness depends on data accuracy and market conditions, meaning signals should be evaluated alongside SUE and PEAD metrics for risk control.

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