oh-my-cassette
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TDQS
Scored across 16 tools
Most tools have distinct responsibilities, but cassette_match_bgm, cassette_match_exact_bgm, and jamendo_music_matcher overlap heavily in the music-matching space and could be misselected. Also, cassette_answer_question and cassette_job_status both offer job-resumption paths, adding mild ambiguity.
The set mostly follows a consistent cassette_verb_noun pattern with snake_case, which is predictable and readable. Exceptions include jamendo_music_matcher lacking the cassette_ prefix and cassette_timeline being a noun instead of a verb, but these are minor deviations.
Sixteen tools is at the upper edge of the ideal range, but the count is justified by the server's scope: media ingestion, timeline editing, job lifecycle, music matching, configuration, and login. Each tool has a clear operational niche, though some trimming of the music matcher variants would tighten the set.
The server covers the core media-editing workflow well: ingest, list assets, read timeline, edit, run jobs, check status, review completion, and cancel. Minor gaps exist such as no explicit asset deletion or logout, but they do not create dead ends for the primary workflow.