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officeqa-verify

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Aktualisiert8. April 2026 um 05:27

Checklist before computing and before writing answer

Installation

Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.

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Quelle

jwalin-shah

jwalin-shah/officeqa-arena

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Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

Leitungssekretäre und Führungskräfte-AssistentenBüro- und Verwaltungsberufe·SOC 43-6011

SKILL.md

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name	officeqa-verify
description	Checklist before computing and before writing answer

AFTER EXTRACTING DATA, before computing:

Did I get the right row? Re-read the label. "Total" ≠ the specific line item.
PARENTAGE CHECK: Is this row under the right section header? "Individual income taxes" under "Receipts" ≠ under "Refunds". Scroll up to find the section heading.
Did I get the right column/year? Count columns from the header.
Net vs Gross? "Net" = after deductions. "Gross" = before. Check which the question asks.
Are the units correct? Check table header: millions, billions, thousands, percent.
Parentheses = negative. "(123)" means -123.
If FY question: did I use FY months (Jul-Jun or Oct-Sep), not CY?
If multiple values: did I get all of them? Count matches expected count.

AFTER COMPUTING, before writing:

Does the magnitude make sense? Federal budgets are billions, not millions.
Is the sign correct? Deficits are negative.
Did I use the right formula? pct_change = (new-old)/old100, NOT (new-old)/new100.

Then: printf '%s' "VALUE" > /app/answer.txt

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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.

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name	officeqa-verify
description	Checklist before computing and before writing answer

AFTER EXTRACTING DATA, before computing:

Did I get the right row? Re-read the label. "Total" ≠ the specific line item.
PARENTAGE CHECK: Is this row under the right section header? "Individual income taxes" under "Receipts" ≠ under "Refunds". Scroll up to find the section heading.
Did I get the right column/year? Count columns from the header.
Net vs Gross? "Net" = after deductions. "Gross" = before. Check which the question asks.
Are the units correct? Check table header: millions, billions, thousands, percent.
Parentheses = negative. "(123)" means -123.
If FY question: did I use FY months (Jul-Jun or Oct-Sep), not CY?
If multiple values: did I get all of them? Count matches expected count.

AFTER COMPUTING, before writing:

Does the magnitude make sense? Federal budgets are billions, not millions.
Is the sign correct? Deficits are negative.
Did I use the right formula? pct_change = (new-old)/old100, NOT (new-old)/new100.

Then: printf '%s' "VALUE" > /app/answer.txt