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defeatbeta-earnings-key-data

Extract reported results, metric changes, and forecasts from earnings-call transcripts via DefeatBeta MCP tools.

744|60|Updated Apr 9, 2025
Search Tags:#guidance#mcp#transcript analysis#earnings call#equity research#financial extraction#defeatbeta
One-click install
npx skills add https://github.com/defeat-beta/defeatbeta-api --skill defeatbeta-earnings-key-data
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: defeatbeta-earnings-key-data
Source: https://github.com/defeat-beta/defeatbeta-api/tree/main/skills/defeatbeta-earnings-key-data
Command: npx skills add https://github.com/defeat-beta/defeatbeta-api --skill defeatbeta-earnings-key-data

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Manually reading full earnings-call transcripts to pull out reported financials, period-over-period changes, and management guidance is slow and error-prone. This Skill runs one of three traceable extraction templates against DefeatBeta MCP transcript data, preserving exact sentences, speakers, and paragraph citations.

Core Features & Use Cases

  • Template 11 - Key Financial Data: Extract current-quarter results plus next-quarter and full-year guidance into three grouped tables with speaker and paragraph citations.
  • Template 12 - Metric Changes: Extract exact factual QoQ/YoY comparison sentences with direction classification and reconciled counts.
  • Template 13 - Metric Forecasts: Extract numerical forward-looking sentences with management-attitude analysis and tone summary.
  • Document Artifacts: Optionally render the validated extraction as DOCX or PDF reports with a fixed research-note layout.
  • Use Case: Ask for the latest earnings call key financial data for a ticker like NVDA, and receive cited tables of reported results and guidance with verified transcript coverage.

Quick Start

Use the defeatbeta-earnings-key-data skill to extract key financial data and guidance from the latest NVDA earnings call transcript.

Frequently Asked Questions about defeatbeta-earnings-key-data

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

FAQPage Schema
How do I extract key financial data from an earnings call transcript?▼

Provide a public-company ticker and optionally a fiscal period. The Skill lists available transcripts, retrieves the selected one, and renders three tables covering current-quarter results, next-quarter guidance, and full-year guidance with speaker and paragraph citations.

How to analyze QoQ or YoY metric changes from an earnings call?▼

Template 12 extracts exact transcript sentences describing completed-period comparisons, classifies each as up, down, or unchanged, and reconciles direction counts. Forecasts and forward-looking statements are excluded from this template.

Can I get the earnings analysis as a PDF or DOCX report?▼

Yes, explicitly request a DOCX or PDF artifact and the Skill renders the validated extraction using a fixed research-note layout. The document preserves the selected template's tables, exact sentences, counts, and coverage status.

Does the skill support machine-readable JSON or CSV output?▼

Yes, request JSON, CSV, or a normalized dataset and the Skill applies its extraction schema with typed fields for values, ranges, currencies, guidance status, and source references. Human-readable output still follows the selected template.

What are the limitations of earnings-call transcript extraction?▼

The Skill excludes valuation, consensus beat/miss analysis, stock-price reaction, and full post-earnings research reports. It also stops and reports gaps when the requested fiscal period is unavailable or transcript paragraphs are missing.

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