BusMgmtBenchmarks

Fetch financial statements from SEC 10-K filings and Yahoo Finance for a BusMgmtBenchmarks retail company, compare all sources side by side, detect anomalies (especially SGA composite line items, restatements, and balance sheet mismatches), and produce reconciled values ready for the Dolt database. Use when validating or adding financial data for any company tracked in the BusMgmtBenchmarks project. Triggered by commands like "/analyze-financials TICKER YEAR" or requests to fetch, check, or validate financials for a company in the project.

Generate a SQL file containing a REPLACE INTO statement for the BusMgmtBenchmarks Dolt database, based on reconciled values from /analyze-financials. Does NOT connect to or write to any database — output is a .sql file only, which the user applies manually to their local Dolt clone. Always run AFTER /analyze-financials in the same session. Triggered by "/insert-financials TICKER YEAR" or after analyze-financials signals readiness.