While it might technically be safe to drink after a week, its quality and probiotic properties will diminish. The live cultures interact with the air and the fizziness fades.
Spoiled kombucha has a vinegary taste, visible mold, excessive cloudiness, and a thick or slimy consistency. Fuzzy green or pink patches of sediment are likely mold.