I tried this, and very quickly found that out. Thereafter, I considered very carefully whether any word that wasn't in the most common 1,000 was worth introducing, and used the top 1,000 freely. That ended up working pretty well. When I found a word that really helped, I added it to the list of words I could continue to use for what I was writing.