
Sustain long-running technical work
Provide the relevant code, constraints, tools, and acceptance criteria. Keep the conversation append-only and return complete native assistant blocks when continuing tool workflows.
- Send one required user prompt with optional system instructions.
- Review the exact non-streaming API request before running it.
- Inspect assistant text, finish reason, response ID, and token usage together.

