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data-quality-checker

separate

Validate data quality in market analysis documents and blog articles before publication. Use when checking for price scale inconsistencies (ETF vs futures), instrument notation errors, date/day-of-week mismatches, allocation total errors, and unit mismatches. Supports English and Japanese content. Advisory mode -- flags issues as warnings for human review, not as blockers.

When to use

• Before publishing a weekly strategy blog or market analysis report
• After generating automated market summaries
• When reviewing translated documents (English/Japanese) for data accuracy
• When combining data from multiple sources (FRED, FMP, FINVIZ) into one report
• As a pre-flight check for any document containing financial data

When not to use

• blocking publication

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