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fundamentals-analysis

Analyze equity fundamentals by combining SQLite financial data with knowledge graph evidence.

Updated Dec 30, 2025
Search Tags:#SQL#MCP#fundamentals#risk analysis#equity research#growth drivers#GraphRAG
Ready to run
npx skills add https://github.com/hck717/FYP-Prep --skill fundamentals-analysis
💬 Prompt for ChatGPT / Claude Chat▼
Please help me install this Agent Skill.
Skill: fundamentals-analysis
Source: https://github.com/hck717/FYP-Prep/tree/main/skills/fundamentals
Command: npx skills add https://github.com/hck717/FYP-Prep --skill fundamentals-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill streamlines fundamental equity research by combining structured financial data from an MCP SQLite database with unstructured evidence from a knowledge graph. It helps analysts quickly understand growth drivers, revenue mix, and risks.

Core Features & Use Cases

  • Quantitative + Qualitative links: Triangulates SQL-derived financials with narrative evidence from GraphRAG.
  • Driver & Risk Insights: Identifies key growth drivers and material risks with supporting citations.
  • Use Case: Research a stock like AAPL to summarize growth drivers and risks for a one-year horizon.

Quick Start

Run the fundamentals analysis on a ticker, for example: python skills/fundamentals/run_analysis.py --ticker AAPL --focus "services revenue" --horizon "1 year"