The system prompt used by Amp is tuned to Sonnet 4.x and has other LLMs registered into it as tools ("the oracle"). To obtain the GPT-5 tuned system prompt then you need to configure VSCode user settings with the following and then follow the steps above again
{
"amp.url": "https://ampcode.com/",
"amp.gpt5": true
}