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Scored across 27 tools
Many tools have clear, distinct purposes for specific resources like clips, devices, and browser. However, the generic object-model bridge tools (live_call, live_get, live_set, live_eval, live_exec, live_observe, live_batch) have overlapping functionality and subtle differences that could cause confusion for agents. Descriptions help but don't fully resolve ambiguity.
All tools start with 'live_' and most follow a 'live_[resource]_[action]' pattern, e.g., live_clip_add_notes, live_browser_search. A few generic tools like live_call, live_children, and live_ping deviate from this pattern but are still readable. The naming is mostly consistent with minor exceptions.
27 tools cover a broad range of Ableton Live functionality including clips, devices, browser, tracks, and a general object bridge. The count is slightly high but justified by the complexity of the domain. It is well-scoped and not excessive.
The tool set provides comprehensive coverage for major workflows: browser navigation, clip editing (notes, envelopes, warp), device control, and track management. The inclusion of general bridge tools (live_get, live_set, live_call, live_eval) fills any gaps, allowing agents to perform essentially any operation on the Live object model.