Model can only make a single tool call per User turn in Agent Mode

[Mobious]

I'm running into issues when my model needs to make successive tool calls for a single user query. Continue provides the tools list on the initial request, allowing the model to make a tool call. However, on the followup request when Continue provides the tool response, it does not provide the original tools list, so the model can no longer see what tools are available and cannot successfully make any subsequent tool calls.

Here's an example of the output:

The model calls ls successfully since tools is provided on the first call, but after the model gets the tool response, there is no tools list provided, so it ends up trying to call a hallucinated function that doesn't exist. Shouldn't the full tools list be provided with each request, not just the initial one?

I'm running gpt-oss-120b on a custom server that emulates Ollama.