A Rosh Chodesh Holiday

Some people always looking for creative excuses for failing to show up for work or completing their projects. The wicked Haman told Achashveirosh that the Jews are always saying that they are too busy for work. The Jews say that they need to prepare for Shabbos or the holidays.
Can a person justifiably excuse him/herself from an assignment by saying, “It was Rosh Chodesh! I couldn’t work!”? The answer may depend on when this statement was uttered and the gender of the person using this excuse.
The Gemara in Megilla (21b) states that four people are called to the Torah on Rosh Chodesh and Chol Hamoed mornings because there is no concern about causing people to be late to work. On a regular Monday or Thursday, we limit the number of aliyos to three, because it is a workday. However, the Gemara indicates that Chol Hamoed and Rosh Chodesh are not workdays. Hence, an extra aliyah is added on those days.
Chol HaMoed is most certainly not a workday. Many activities are forbidden on Chol Hamoed. Permitted labor on Chol HaMoed must fall into one of the established exceptions such as yom tov need or to prevent a loss. Rosh Chodesh, though, is harder to understand why it is not considered a workday. Rashi states that it is a holiday for women. He quotes his rebbi who says that at the time of the Golden Calf, the women refused to give up their jewelry to make the forbidden creation. Therefore, Hashem rewarded them with a holiday celebration that is just for them. (In addition to the reward waiting for them in the World To Come.) While men celebrate Rosh Chodesh, they may engage in any form of labor. The cessation of some mundane activities on Rosh Chodesh is unique to women.