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Apply DuPont Analysis to decompose Return on Equity (ROE) into profitability, efficiency, and leverage components.
Passed 23 of 23 test cases with the skill, and 21 of 23 without it.
2 fixed21 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
We want to run automated verification tests on the bundled DuPont Python calculation tool in our environment before running batch client analyses. What command line invocation should we use to run built-in sanity tests?
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies running python scripts/dupont.py --verify. | Missed | Passed |
The instructions your model reads when the skill loads.
DuPont decomposes ROE into three multiplicative components: Net Profit Margin × Asset Turnover × Equity Multiplier. This reveals whether ROE is driven by profitability, efficiency, or leverage — critical for diagnosis and comparison.
Trigger conditions:
When NOT to use:
IRON LAW: Three-Factor Decomposition
ROE = Net Profit Margin × Asset Turnover × Equity Multiplier
= (Net Income/Revenue) × (Revenue/Total Assets) × (Total Assets/Equity)
All three factors MUST be calculated and analyzed. Reporting ROE without
decomposition is like reporting a fever without checking symptoms.
IRON LAW: High Leverage ≠ Good Performance
A high Equity Multiplier (Assets/Equity) inflates ROE through debt.
A company with 5% margin, 1.0x turnover, and 6x leverage has ROE of 30% —
but is one bad quarter away from insolvency. Always flag when leverage
is the dominant driver.
test cases passed, vs 21 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.