Earnings Preview

Generate a pre-earnings analysis report with consensus estimates and scenarios.

34.1k|5.1k|Updated Feb 23, 2026
One-click install
npx skills add https://github.com/anthropics/financial-services-plugins --skill earnings-preview-anthropics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Earnings Preview
Source: https://github.com/anthropics/financial-services-plugins/tree/main/equity-research/skills/earnings-preview
Command: npx skills add https://github.com/anthropics/financial-services-plugins --skill earnings-preview-anthropics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps financial analysts prepare for company earnings reports by providing a structured framework for pre-earnings analysis, including estimate modeling, scenario planning, and identification of key metrics.

Core Features & Use Cases

  • Estimate Modeling: Pulls consensus estimates for key financial and operational metrics.
  • Scenario Analysis: Develops bull, base, and bear scenarios with potential stock price implications.
  • Catalyst Identification: Pinpoints the top 3-5 factors that will influence the stock's reaction to the earnings report.
  • Use Case: Before a tech company's quarterly earnings, use this Skill to gather revenue and EPS estimates, set up scenarios based on ARR and net retention, and identify key guidance points to watch.

Quick Start

Generate an earnings preview for Apple's upcoming Q3 earnings.

Frequently Asked Questions about Earnings Preview

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

FAQPage Schema
How do I prepare a pre-earnings analysis report for a specific stock?

A pre-earnings analysis report synthesizes consensus estimates, defines key financial and operational metrics, builds bull, base, and bear scenarios with stock price implications, and outlines critical catalysts for a specified company and reporting quarter.

What financial metrics should I track before an earnings call?

Before an earnings call, you should track key financial and operational metrics like revenue, EPS estimates, ARR, and net retention, along with pinpointing the top 3-5 catalysts that will influence the stock's reaction to the report.

How does scenario planning work for equity research around earnings?

Scenario planning for equity research develops bull, base, and bear scenarios based on consensus estimates and operational metrics, mapping each scenario to potential stock price implications to inform investment positioning before the earnings report.

Can I use this for investment positioning ahead of any company's quarterly earnings?

Yes, you can use this for investment positioning ahead of any company's quarterly earnings by generating a tailored pre-earnings analysis that gathers estimates, sets up scenarios based on key metrics, and identifies critical guidance points to watch.

What is the best way to identify stock market catalysts before an earnings report?

The best way to identify stock market catalysts before an earnings report is to generate a pre-earnings analysis that pinpoints the top 3-5 factors influencing the stock's reaction, such as guidance points and operational metrics like ARR.