earnings-call-extractor

Extract material financial data from earnings call transcripts into structured memos.

36|2|Updated May 30, 2026
One-click install
npx skills add https://github.com/latour-ai/skills --skill earnings-call-extractor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: earnings-call-extractor
Source: https://github.com/latour-ai/skills/tree/main/earnings-call-extractor
Command: npx skills add https://github.com/latour-ai/skills --skill earnings-call-extractor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Transcript-heavy earnings calls are lengthy and hard to digest; this skill condenses transcripts into investor-friendly memos while preserving all material financial details, year-over-year changes, and analyst questions.

Core Features & Use Cases

  • Compress long earnings call transcripts into structured memos with preserved metrics and Q&A.
  • Extract YoY changes, key figures, guidance, and management emphasis for quick investor review.
  • Produce a standard memo format with sections for CEO/CFO remarks, guidance, and analyst Q&A.

Quick Start

Paste an earnings call transcript to generate a structured memo.

Frequently Asked Questions about earnings-call-extractor

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

FAQPage Schema
How do I extract financial metrics from earnings call transcripts?

You can extract material financial data from earnings call transcripts by pasting the transcript text, which identifies key figures, YoY changes, and guidance to generate a structured memo.

Can I convert management commentary and Q&A into a structured equity memo?

Yes, you can convert management commentary and Q&A into a structured equity memo by processing the transcript to compress CEO/CFO remarks, guidance, and analyst questions into distinct sections.

What is the best way to summarize earnings call transcripts for investor review?

The best way to summarize earnings call transcripts for investor review is to condense the lengthy text into investor-friendly memos while preserving material financial details and year-over-year changes.

Does the memo extractor flag missing year-over-year changes or evasive responses?

Yes, the memo extractor flags missing year-over-year changes and evasive analyst responses in reviewer notes to ensure data fidelity by only using figures exactly as stated.

How do I ensure financial figures from quarterly calls are exactly preserved in summaries?

To ensure financial figures from quarterly calls are exactly preserved in summaries, the extraction process uses figures exactly as stated in the transcript and flags missing YoY changes for reviewer notes.