US Stock Earnings Commentary

Problem

After a US quarterly earnings release, analysts often need to extract the key signal from 10-Q, 10-K, consensus estimates, management guidance, and GAAP/non-GAAP adjustments. Manual review can miss EPS surprises, guidance changes, or one-off non-GAAP items. Market routing, fiscal-year conventions, and ADR risk can also make results inconsistent. This skill focuses on single US equities and turns a filing into a structured earnings commentary.

How It Works

• Earnings interpretation: Uses Hundsun JuYuan MCP to retrieve data for a specified US ticker.
• EPS consensus: Compares actual EPS with consensus estimates and classifies the surprise direction.
• Management guidance: Reviews next-quarter or full-year guidance, including range and midpoint.
• GAAP vs. non-GAAP: Explains reporting-basis differences so one-off items are not misread as operating earnings.
• Market routing: Recognizes .US, alphabetic tickers, and ADR names; routes HK or A-share cases to other skills or marks limited results.
• Data discipline: Data must come from the specified MCP tools; missing fields are removed or marked - instead of being inferred.

Limits

It is best for a single US ticker such as AAPL.US, TSLA.US, or BABA. It is not a market scanner, forecast engine, or replacement for independent research. Calls are limited to one security and a small set of metrics, so complex conclusions still need filings, industry context, and risk disclosures.