Inflyu

There is notable overlap between audio_editor_process and video_editor_process (both handle voiceover, sound effects, and extend operations), and two separate async status tools (jobs_get vs video_editor_status) could cause misselection. Within the series_* family, multiple script and generation tools are distinct but require careful reading. The detailed descriptions and cross-references help, but the boundaries are not always crisp.

Tool names follow a mostly consistent snake_case pattern with domain prefixes (e.g., series_*, influencers_*, video_editor_*). Minor deviations exist, such as clone_influencer_run versus influencers_create, and some actions are nouns (status, tools) while others are verbs. Overall, the naming is predictable and readable.

45 tools is far above the typical 3-15 range and feels excessive even for a broad AI content platform. Many granular series_* operations (e.g., separate cast, episode, shot, and script steps) could be consolidated without losing functionality. The sheer number increases cognitive load and selection difficulty.

The series workflow is well-covered with create, read, update, delete, render, and generation tools. However, there is no delete operation for influencers, and clone influencers lack any management (list/get/update/delete) beyond a single run tool. Media management is limited to presigned uploads with no list or delete, leaving notable gaps.