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Scored across 21 tools
Each tool targets a distinct action in the campaign lifecycle (e.g., create_campaign vs. cancel_campaign, abort_branch vs. spawn_and_continue). While some tools like get_campaign and get_updates overlap in scope, their purposes (full state vs. delta) are clearly differentiated.
All tools follow a consistent verb_noun pattern in snake_case (e.g., abort_branch, create_campaign, complete_step). The naming is predictable and makes the function of each tool immediately understandable.
21 tools is slightly high but justified for a comprehensive workflow orchestration system. Each tool serves a clear purpose in campaign management, step execution, branching, and monitoring. No obvious bloat, though a few tightly related tools (e.g., get_notes, search_notes) could potentially be merged.
The tool set covers the full lifecycle of campaigns and steps: creation, cancellation, pausing, resumption, steering, step execution with branching, input/decision handling, heartbeat monitoring, and comprehensive state retrieval. There are no obvious gaps for the intended domain of long-running multi-step work.