Adjustable ladder
It is not uncommon to have the need for a ladder on uneven ground.
I suggest a ladder where one leg is adjustable for compensating slope or uneveness.
The ladder I use the most is made of I profiles so it should be doable to hide it in the concavities. Or mount it around the leg. Or have it totally separate.