jwalin-shah/officeqa-arena

verify

Review board — verify the analyst's answer before final submission

computation-patterns

Python computation formulas for Treasury data analysis. Use for percent change, CAGR, stdev, kurtosis, VaR, regression, Theil index, and other statistical calculations.

cpi-reference

CPI-U annual averages (1929-2024) for inflation adjustment. Use when question mentions inflation, CPI, constant dollars, or real dollars.

data-files

How to read Treasury Bulletin data files in /app/resources/. Use when exploring resources or when JSON parsing fails.

fiscal-calendar

U.S. fiscal year boundaries and calendar year conversions. Use when question mentions fiscal year, FY, or when you need to determine which months belong to a fiscal year.

table-extraction

How to accurately extract values from Treasury Bulletin tables. Use when reading tables with many columns, similar row labels, or when you need to verify you have the right cell.

officeqa-checklist

Step-by-step approach and verification checklist for Treasury Bulletin questions

officeqa-compute

Python one-liner recipes for common Treasury Bulletin calculations — stdev, regression, pct change, CAGR, etc.

officeqa-cpi

CPI-U annual averages 1913-2024 for inflation adjustments

officeqa-table-parser

Table parser + grep scripts — save to /tmp then use to extract data from Treasury files

officeqa-table-parser

Parse HTML and pipe-delimited tables from treasury bulletin files into clean labeled output

officeqa-table-parser

Parse HTML and pipe-delimited tables from treasury bulletin files into clean labeled output

verify

Review board — verify the analyst's answer before final submission

officeqa-decompose

How to break down complex Treasury questions step by step

officeqa-reference

Fiscal year boundaries and budget proposal release dates

officeqa-tools

Table parser + computation recipes — save scripts to /tmp

officeqa-verify

Checklist before computing and before writing answer

officeqa

Treasury Bulletin data extraction tool + verification checklist + CPI + compute recipes

computation-patterns

Python computation patterns for Treasury data. Use for percent change, CAGR, stdev, kurtosis, VaR, regression, Theil index, duration, and other statistical calculations. Always use python3 -c.

cpi-reference

CPI-U annual averages (1929-2024) for inflation adjustment. Use when question mentions inflation, CPI, constant dollars, or real dollars. Formula: real_value = nominal_value × (target_CPI / source_CPI)