I'd be thinking along the lines of "keep heating different rocks up a lot, you'll eventually get really useful stuff for building things out."
This is assuming we get fire pretty easily (so we don't have to transmit that knowledge) but reflecting the millenia before our tech included metal.
Wow, I'm missing the more important surplus: "find the plants you can eat and figure out how to grow them yourself in one place."
I'm not enough of a prehistorian to know which came first: metal or agriculture. My principle in choosing one of these is to skip thousands of years of a low level of subsistence, of pushing tech ahead by thousands of years by concentrating our successors in an area of great value.
My theory is that economic surplus will produce science and knowledge more surely than anything we can ever communicate to our successors. Best get them jumpstarted on producing.
So apparently Richard Feynman once said:
I could be missing something, but this strikes me as a terrible answer.
When was the atomic hypothesis confirmed? If I recall correctly, it was only when chemists started noticing that the outputs of chemical reactions tended to factorize a certain way, which is to say that it took millennia after Democritus to get the point where the atomic hypothesis started making clearly relevant experimental predictions.
How about, "Stop trying to sound wise and come up with theories that make precise predictions about things you can measure in numbers."
I noticed this on Marginal Revolution, so I shall also state my candidate for the one most important sentence about macroeconomics: "You can't eat gold, so figure out how the heck money is relevant to making countries actually produce more or less food." This is a pretty large advance on how kings used to think before economics. I mean, Scott Sumner is usually pretty savvy (so is Richard Feynman btw) but his instruction to try to understand money is likely to fall on deaf ears, if it's just that one sentence. Think about money? Everyone wants more money! Yay, money! Let's build more gold mines! And "In the short run, governments are not households"? Really, Prof. Cowen, that's what you'd pass on to the next generation as they climb up from the radioactive soil?
*Cough.* Okay, I'm done. Does anyone want to take their own shot at doing better than Feynman did for their own discipline?