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Financial Report Interpreter

Data Analysis Updated 2026.08.30

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About this skill

Problem

When reading an income statement, balance sheet, and cash flow statement, the hard part is often not computing ratios, but deciding which account changes deserve follow-up: liquidity stress, gross and operating margin shifts, or cash flow coverage of operating needs. financial-report-interpreter turns statement inputs into a readable interpretation layer, moving the analysis from raw numbers to signals that need questions.

How It Works and Boundaries

  • Input: income statement, balance sheet, cash flow statement, or statement-like text fields.
  • Core output: plain-language signals, ratio commentary, and management follow-up questions.
  • Use cases: structured financial statement review, checklist-style questions, or internal recap templates.
  • Example prompts: Explain what this balance sheet says about liquidity., What should I worry about in this cash flow statement?
  • Boundary: it is a descriptive interpretation aid, not connected to external accounting systems, and does not replace audit, compliance, or investment conclusions.
  • Engineering view: it acts like an upstream summarizer for statement analysis, flagging what to investigate before involving ledgers, databases, or valuation models.

Use Cases

  • Extract liquidity risk signals from a quarterly balance sheet and draft management follow-up questions.
  • Compare gross and operating margin shifts and flag accounts that need further review.
  • Turn a monthly cash flow statement into risk signals and a review checklist before operating recap.
  • Structure a financial-planning template with report-interpretation prompts and missing data fields.

Best For

  • Financial analysts who turn monthly cash flow statements into risk signals for operating reviews.
  • Finance managers preparing management briefings and extracting balance-sheet red flags.
  • Operations or consulting staff structuring financial-planning templates and ratio-review frameworks.
  • Founders or advisors building business diagnostics and follow-up question lists from three statements.