ask-q1-industry-prospect

To evaluate stock industry prospects, the skill aggregates internal SW L1/L2/L3 classifications, external industry reports, and regulatory policies, mapping evidence to ratings using sentiment signals and report counts.

Generating an industry prospect rating requires a DuckDB factual entry for the stock's SW classification plus at least one external industry report or regulatory policy to ensure evidence-driven validation.

You can run an independent industry prospect analysis by providing a stock code and an optional as-of date to return the rating, supporting evidence, and justification derived from DuckDB and policy data.

The industry prospect analysis supports partial or insufficient-evidence states, allowing the rating workflow to return justifications even when the required DuckDB entries or report and policy counts are incomplete.

You can integrate DuckDB-derived SW L1/L2/L3 stock classifications with industry policy signals and external reports to derive evidence-driven ratings that support quantitative investment decisions.