Market Index Analysis Report
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About this skill
Problem
Market reports often scatter quotes, capital flows, news, and sector data across APIs. Writing a readable index review requires reconciling tools such as IndexDailyQuote and MarketLimitUpDownCount, while avoiding footnotes on analytical conclusions. The skill targets engineers and research workflows, focusing on organizing data, sources, and conclusions into a reviewable report rather than predicting price points.
How It Works
The skill first collects major indexes, advance/decline counts, turnover, northbound/main capital flows, industry and concept sectors, margin balances, heavyweight stocks, overseas markets, and news sentiment into one data structure. It then runs an analysis engine to produce market commentary, sentiment scoring, sector rotation, attribution, technical read, and next-day outlook. It tracks each data source, inserts footnote markers in the body, and outputs MD, HTML, and PDF.
Boundaries
It suits morning reports, midday reviews, closing reviews, and intraday briefs, with all major indexes covered by default. When citing gildata API, the source must be specific to the API, and the provider should be listed as Hang Seng Juyuan MCP. Analytical conclusions cannot be footnoted; only real retrieved values belong in the source table.
Use Cases
- Produce a pre-market morning preview using major indexes, overseas markets, and news before the opening session.
- Summarize the morning session with quotes, advancers/decliners, and sector capital flows to draft a midday review.
- Compile a closing review with valuation, margin balances, capital flows, and news to support attribution.
- Draft an intraday market flash on live quotes and hot sectors during sudden moves.
Best For
- Quant research staff who need readable index recaps from MCP market data APIs.
- Financial content editors who produce fixed pre-market, midday, or closing reports.
- Analysts who consolidate capital flows, sector rotation, and news sentiment into sourced reports.
- Financial engineers who need market daily reports in MD, HTML, and PDF.
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