releases.shpreview

Advisor tool max_tokens parameter and no billing for refusals

The advisor tool now supports a max_tokens parameter to cap the advisor model's output per call. On the Claude API, you are no longer billed for a request when it returns stop_reason: "refusal" without Claude having generated any output.

Fetched July 3, 2026