Financial Data Extraction

Aggregate and structure financial data from SEC filings, market data, and industry benchmarks.

Updated Mar 10, 2026
One-click install
npx skills add https://github.com/ganoro/equiforte-workspaces-local-2 --skill financial-data-extraction
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Financial Data Extraction
Source: https://github.com/ganoro/equiforte-workspaces-local-2/tree/main/df1ef9f0-3138-4b76-8be9-a0e40bc4ccef/claude-plugin/skills/data-aggregation/financial-data
Command: npx skills add https://github.com/ganoro/equiforte-workspaces-local-2 --skill financial-data-extraction

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of gathering and structuring crucial financial data from various public sources, enhancing the depth and accuracy of financial analysis, particularly for Private Equity and Venture Capital contexts.

Core Features & Use Cases

  • Public Company Comparables: Extracts key financial metrics and multiples for comparable public companies.
  • Industry Benchmarks: Provides access to PE/VC, public market, and sector-specific benchmarks.
  • Macroeconomic Data: Gathers essential economic indicators like interest rates, FX rates, and inflation.
  • SEC Filings: Parses important filings like 10-K, 10-Q, and 8-K for public portfolio companies.
  • Use Case: When valuing a startup, use this Skill to quickly pull LTM Revenue, EBITDA, and relevant multiples for publicly traded peers to establish a valuation range.

Quick Start

Extract comparable company data for a target company in the SaaS sector.

Frequently Asked Questions about Financial Data Extraction

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

FAQPage Schema
How do I extract public comparables and financial metrics for PE/VC analysis?

To extract public comparables for PE/VC analysis, this Skill aggregates and structures key financial metrics and multiples from public sources to provide context on comparable companies for valuation.

Can I parse SEC filings like 10-K and 10-Q for public portfolio companies?

Yes, you can parse SEC filings for public portfolio companies. The Skill parses important regulatory filings like 10-K, 10-Q, and 8-K to extract structured financial data from unstructured documents.

What is the best way to gather macroeconomic data and industry benchmarks for valuation?

The best way to gather macroeconomic data and industry benchmarks is using this Skill, which retrieves economic indicators like interest rates, FX rates, and inflation alongside sector-specific performance metrics.

Does extracting financial data from public sources require access to financial data APIs?

Yes, extracting financial data from public sources requires access to financial data APIs. The Skill needs these APIs and parsing capabilities to aggregate structured and unstructured financial documents.

How do I pull LTM Revenue and EBITDA multiples for publicly traded peers in the SaaS sector?

To pull LTM Revenue and EBITDA multiples for publicly traded peers in the SaaS sector, the Skill extracts key financial metrics from public company comparables to establish a valuation range.

What are the limitations of automating financial data extraction from unstructured documents?

Limitations of automating financial data extraction from unstructured documents include dependency on external financial data APIs and parsing capabilities, which may constrain the depth of SEC filings and macroeconomic data aggregation.