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earnings-flash

Generate a rapid earnings flash with BEAT/MISS verdicts from MCP data.

7|1|Updated Feb 25, 2026
Search Tags:#earnings#financial-analysis#document-retrieval#quarterly-results#earnings-flash#kpi-analysis#mcp-data
One-click install
npx skills add https://github.com/daloopa/plugin --skill earnings-flash
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: earnings-flash
Source: https://github.com/daloopa/plugin/tree/main/skills/earnings-flash
Command: npx skills add https://github.com/daloopa/plugin --skill earnings-flash

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generate a rapid earnings flash for the company specified by the user: $ARGUMENTS

This is a lightweight, speed-focused version of /earnings — designed for a quick first read within minutes of a filing. It pulls just enough context from Daloopa to frame BEAT/MISS verdicts, then focuses on what's new and surprising.

Before starting, read ../data-access.md for data access methods and ../design-system.md for formatting conventions. Follow the data access detection logic and design system throughout this skill.

Core Features & Use Cases

  • Company Lookup: Look up the company by ticker using discover_companies and capture:
    • company_id
    • latest_calendar_quarter
    • latest_fiscal_quarter
    • Firm name for report attribution (default: "Daloopa")
  • 4-Quarter Context: Pull key income statement and cash flow metrics for the four quarters ending in latest_calendar_quarter.
  • Company-Specific KPIs: Identify 3-5 core KPIs for the company and fetch them for the same 4-quarter window; include segment and geographic contributions if material.
  • Guidance Series: Retrieve latest two quarters of guidance data and compare against results (with +1 quarter offset).
  • Earnings Document Retrieval: Use search_documents to locate the most recent earnings-related filing (transcripts, 10-Q/10-K, 8-K) to supplement MCP data.
  • Executive Flash & Key Numbers: Generate 3-5 verdict bullets and present a latest-quarter numbers table with YoY changes and guidance context.
  • Quick Read-Throughs: Provide 2-3 implications for suppliers, customers, and competitors.

Quick Start

Request an earnings flash for a specific ticker by supplying the ticker symbol.

Frequently Asked Questions about earnings-flash

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

FAQPage Schema
How do I generate a quick earnings flash for a specific stock ticker?▼

To generate an earnings flash, input a company ticker symbol to retrieve the latest quarterly results, KPIs, and guidance. The system pulls 4-quarter context to frame BEAT/MISS verdicts within minutes of a filing.

What financial data is included in a quarterly earnings summary?▼

A quarterly earnings summary includes key income statement metrics, cash flow data, 3-5 company-specific KPIs, and the latest guidance series. It also retrieves recent earnings filings like transcripts and 10-Q reports to supplement the analysis.

Can I compare company guidance against actual quarterly results?▼

Yes, you can compare guidance against actual quarterly results by retrieving the latest two quarters of guidance data. The system applies a +1 quarter offset to directly compare prior guidance with current reported financial metrics.

Does the earnings analysis tool require MCP data access?▼

Yes, MCP data access is required to perform company lookups, retrieve financial documents, and extract KPIs. The tool uses this connection to fetch 4-quarter financial context and locate recent earnings filings.

What is the best way to assess earnings beat or miss right after a filing?▼

The best way to assess a beat or miss is using a speed-focused earnings flash that summarizes the latest quarter. It generates 3-5 executive verdict bullets and a numbers table with YoY changes for a quick first read.

How do I find supply chain or competitor implications from quarterly earnings?▼

You can find competitor implications by reviewing the read-throughs section of the earnings flash. It provides 2-3 implications for suppliers, customers, and competitors based on the newly extracted quarterly KPIs and financial results.

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