HK Earnings Commentary

The Problem It Solves

In fundamental analysis of HK-listed stocks, financial data is often scattered, and metric definitions are complex (e.g., the difference between Non-IFRS and IFRS net profit). Investors frequently need to quickly identify performance drivers and risk factors. Traditional commentary is time-consuming and often confuses A-share and HK-share metric terminology (e.g., "Net profit attributable to parent" vs. "Profit attributable to owners of the company"). This skill automates data extraction and structured analysis to solve issues with metric alignment, data tracing, and rapid report generation.

How It Works

• Market Identification & Routing: Automatically identifies the market type via ticker suffixes (e.g., .HK) or code length. If A-share or US-stock codes are detected, it prompts routing to the corresponding skills, ensuring specialized HK-stock analysis.
• Core Data Extraction: Built on the Hang Seng Gildata MCP financial database, it strictly follows the "single ticker, max 3 metrics per call" divide-and-conquer principle to sequentially fetch company profiles, core financials, operating breakdowns, and dividend/repurchase data.
• Industry Template Matching: Dynamically adjusts the report structure based on Hang Seng industry classifications. For example, tech stocks focus on Non-IFRS adjusted net profit and business-line revenues, while real estate stocks emphasize contract sales and sell-through rates.
• Structured Report Generation: Outputs a Markdown report following a fixed macro-framework (company info, business & financial analysis, earnings forecasts & valuation, risk disclosures). All numerical values include footnotes tracing back to specific MCP tools, and a standard disclaimer is mandatorily appended.

Boundaries & Considerations

• HK Stocks & Specific Reporting Periods Only: Focuses on HK Main Board, Stock Connect, and tickers with -W/-B/-S flags; supports annual and interim reports only. If queried for quarterly reports, it notes that HK stocks typically do not disclose them.
• Strong Data Source Dependency: All data must be fetched via designated Hang Seng Gildata MCP tools. If data is missing, it is marked as "-", and the model's internal knowledge or web crawlers are strictly prohibited.
• Currency & Terminology Standards: Retains original currency units (HKD/USD, etc.) without forced conversion, and strictly uses HK-market standard terminology (e.g., "Profit attributable to owners of the company").