US-Stock Business Model Parameter Extraction & Reconstruction

v1.0.0

Parsing & CleaningRecommendedmixedFinance

Reads and analyzes financial statement data in US-Stock company annual reports (e.g., 10-K/20-F), accurately splitting statement items into 'operating' and 'financial' properties, then extracts core financial data, calculates derivative analytical indicators, and outputs the final results in the specified format as _fin_recon.md and _model_data.json.

When to call

Use when preparing base input data for the US-Stock Residual Operating Income (REOI) financial modeling engine, or when performing financial reconstruction that requires separating financial and operating assets/liabilities/income.

Role in flow

Deeply parse complex long-text reports and refine massive discrete information into standardized structured knowledge through advanced algorithms.

Inputs

Target US-Stock company's annual financial report (Form 10-K)

Outputs

original_file_name_fin_recon.md (detailed explanation and split results of financial items)
original_file_name_model_data.json (JSON data structure matching the REOI modeling template)

Boundaries and limitations

[CRITICAL] Strictly forbidden to use scripts or code for automated extraction; must use the integrated MCP tools to read and analyze the reports.
[CRITICAL] Must process files for a single year/company in an isolated context session; consecutive processing is forbidden to prevent data contamination.
[CRITICAL] The output JSON format must match the specified template 100%; modifying keys or adding custom fields is forbidden.