Leave it long enough like that and it WILL fail to start - the alternator has some output, but not enough to properly charge the battery - take your pick, worn brushes, a defective regulator or defective diodes - those would be my guess - if you're handy you can disassemble the alternator & replace the brushes, but anything other than that is probably beyond the skill of most backyard mechanics.