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Scored across 12 tools
Most tools target clearly different pipeline stages (style discovery, voice synthesis, voice verification, stills, video render, muxing), so misselection is unlikely. The one soft overlap is make_voice vs check_voice, since make_voice already runs Whisper checks internally, and render_stills vs check_reading both serve as pre-render inspection, but the descriptions make the boundary between generating and validating reasonably clear.
Every tool is snake_case verb_noun: read_guide, find_styles, get_style, check_voice, render_stills, render_video, check_reading, export_events, make_voice, mux_audio, make_subtitles, fetch_assets. Verb choice is predictable within families (check_*, render_*, make_*) and nothing deviates from the pattern.
Twelve tools map cleanly onto the distinct stages of a film-production pipeline, each earning its place. Nothing looks redundant or padded, and the set is well inside the comfortable 3-15 range.
The surface covers discovery (guides, styles), production (voice, stills, video), validation (voice, reading, render self-check), and finishing (events, subtitles, mux, asset fetch), which is strong lifecycle coverage. Gaps are minor: there is no tool to scaffold or list film projects/files, no cue-authoring tool separate from export_events, and no cleanup/removal operation, but agents can work around these.