Both Claude and Codex platform prompts now include a short section explaining when to use structured GitHub fields (ci_provider, ci_repo, ci_run_id) for the host-driven fast path instead of the generic LLM-per-tick watcher. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>