earnings-forecast

Predict EPS and compare with analyst consensus to generate SUE and PEAD signals.

6.1k|1.2k|Updated Jun 9, 2022
One-click install
npx skills add https://github.com/charliedream1/ai_quant_trade --skill earnings-forecast-charliedream1
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: earnings-forecast
Source: https://github.com/charliedream1/ai_quant_trade/tree/main/a_%E5%85%A8%E7%BD%91%E4%BC%98%E7%A7%80%E8%B5%84%E6%BA%90/10_%E5%A4%A7%E6%A8%A1%E5%9E%8B/07_skill%E5%8C%85/vibe_trading_skills/earnings-forecast
Command: npx skills add https://github.com/charliedream1/ai_quant_trade --skill earnings-forecast-charliedream1

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

盈利预测与一致预期分析工具,帮助投资者从企业盈利预测和市场预期差中发现交易机会,减少主观判断。

Core Features & Use Cases

  • 自上而下与自下而上预测法结合,输出 EPS 预测并与一致预期对比,捕捉超预期机会。
  • 基于 SUE、PEAD、分析师预期修正动量等信号,提供可执行的交易策略和风险提示。
  • 适用于 A 股、美股等股票市场的盈利预期差交易场景,支持多行业对比分析。

Quick Start

Generate an EPS forecast using top-down and bottom-up methods, compare it to the consensus, and surface SUE and PEAD signals.

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 compare them to analyst consensus estimates?

To forecast earnings and compare them to analyst consensus, use top-down and bottom-up forecasting methods to generate an EPS prediction and benchmark it against market consensus to identify mispricings and trading opportunities.

What is the SUE calculation and how does it identify trading signals?

SUE, or Standardized Unexpected Earnings, measures the gap between actual earnings and analyst consensus. Calculating SUE helps identify earnings surprises that generate actionable PEAD and momentum-based trading signals.

How does PEAD work as an earnings momentum trading signal?

PEAD, or Post-Earnings-Announcement Drift, works as a trading signal by capturing the price momentum that follows an earnings surprise. It leverages the market's delayed reaction to the difference between actual earnings and analyst consensus.

Can I use earnings forecast analysis for both A-shares and US stock markets?

Yes, earnings forecast analysis supports both A-shares and US stock markets. The framework applies top-down and bottom-up forecasting alongside SUE and PEAD signals across these equity markets, including multi-industry comparative analysis.

What is the best way to combine top-down and bottom-up forecasting for stock analysis?

The best way to combine top-down and bottom-up forecasting for stock analysis is to integrate macroeconomic drivers with company-level fundamentals to output a comprehensive EPS prediction, which is then compared against analyst consensus.

When should I use earnings momentum signals instead of standard valuation metrics?

You should use earnings momentum signals, such as SUE and PEAD, when aiming to capture mispricings derived from analyst expectation errors. This approach focuses on earnings surprises and subsequent price drift rather than static valuation metrics.