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Business Analyst Skill

Analyzes corporate 10-K filings for business models, competitive landscapes, and industry trends using AI-driven extraction and source citation.

Updated Feb 7, 2026
Search Tags:#rag#business intelligence#risk assessment#document analysis#competitive analysis#investment research#10-k analysis
One-click install
npx skills add https://github.com/hck717/Agent-skills-POC --skill business-analyst-skill
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Business Analyst Skill
Source: https://github.com/hck717/Agent-skills-POC/tree/main/skills/business_analyst_standard
Command: npx skills add https://github.com/hck717/Agent-skills-POC --skill business-analyst-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This agent automates the analysis of corporate operating models, competitive landscapes, and industry trends by processing 10-K filings, providing actionable investment research insights.

Core Features & Use Cases

  • Business Model Analysis: Identifies revenue streams and cost structures from filings.
  • Competitive Advantage Extraction: Extracts information on 'moats' and market positioning.
  • Risk Assessment: Summarizes competition-related risks and other qualitative factors.
  • Use Case: Quickly understand a company's competitive strengths and weaknesses by asking "What are Apple's main competitive advantages and risks based on its latest 10-K filing?".

Quick Start

Use the Business Analyst skill to analyze the risks for Microsoft based on its 10-K filing.

Frequently Asked Questions about Business Analyst Skill

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

FAQPage Schema
How do I analyze a 10-K filing for business model and competitive insights?▼

Analyzing a 10-K filing extracts revenue streams, cost structures, and competitive advantages. Using Retrieval-Augmented Generation with hybrid search and BERT reranking synthesizes qualitative information for actionable investment research.

What is RAG with hybrid search and how does it work for document analysis?▼

RAG with hybrid search combines vector and BM25 search for document analysis. It retrieves relevant qualitative information from corporate filings, applying BERT reranking to ensure accurate extraction and source citation.

Can I extract risk assessment factors and moats from corporate 10-K filings?▼

You can extract risk assessment factors and moats from corporate 10-K filings. The analysis identifies competition-related risks and market positioning, summarizing qualitative factors to understand competitive strengths and weaknesses.

Does the business intelligence analysis support accurate citation of sources from filings?▼

Business intelligence analysis supports accurate citation of sources from filings. It utilizes BERT reranking within the Retrieval-Augmented Generation pipeline to extract qualitative information and ensure sources are accurately cited.

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