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Scored across 7 tools
The tools mostly have distinct purposes: session creation, message sending, status, readiness assessment, export, export-part retrieval, and job polling. However, the set has several async job-producing tools that all funnel into get_result, and get_status versus get_result versus get_export_part may require careful reading to distinguish.
Names consistently use snake_case and a verb-first pattern: start_session, send_message, get_status, assess_offer_readiness, export_offer, get_export_part, get_result. The pattern is predictable and readable throughout.
Seven tools is well within the appropriate range for this workflow. Each tool maps to a meaningful lifecycle step: start, interact, inspect status, assess readiness, export, retrieve export parts, and poll job results.
The core offer-conversation lifecycle is covered, including session start, messaging/intake, status, readiness assessment, export, export-part retrieval, and job result polling. Minor gaps remain around session listing/closure, job cancellation, and explicit session management, but agents can work around them.