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Collect real financial data for any US publicly traded company from free public sources (yfinance). Output structured JSON consumable by downstream financial…
Financial Data Collector Collect and validate real financial data for US public companies using free data sources. Output is a standardized JSON file ready for consumption by other financial skills. Critical Constraints NO FALLBACK values. If a field cannot be retrieved, set it to null with _source: "missing". Never substitute defaults (e.g., beta or 1.0). The downstream skill decides how to handle missing data. Data source attribution is mandatory. Every data section must have a _source field. CapEx sign convention: yfinance returns CapEx as negative (cash outflow). Preserve the original sign. Document the convention in output metadata. Do NOT flip signs. yfinance FCF ≠ Investment bank FCF. yfinance FCF = Operating CF + CapEx (no SBC deduction). Flag this in output metadata so downstream DCF skills don't overstate FCF. Workflow Step 1: Collect Data
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