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Scored across 46 tools
Most tools have a clearly distinct target (get_layer vs set_layer, apply_effect vs edit_effect, create_comp vs set_comp), and the unusually detailed descriptions explicitly separate near-neighbors like edit_keyframes (single keys) vs set_keyframes (replace all) vs set_property (static/keyed value). A few clusters remain confusable at first glance — three ways to write keyframes, and animate/transition/text_reveal all being animation generators — but the text resolves most of it.
Nearly everything follows a snake_case verb_noun pattern (get_project, add_layer, delete_item, render_start, set_keyframes). A handful of single-word action verbs (batch, animate, stagger, precompose) break the two-part shape but are still unambiguous verbs, and retrieval verbs (get/list/find) are used with consistent intent.
46 listed tools is far past the 25+ threshold, and load_tools reveals that even more groups (masks, scene3d, design, output, audio, scripting) exist behind the initial surface. While After Effects is a genuinely broad domain, the surface is heavy enough that an agent will struggle to pick correctly without browsing groups first.
The listed surface covers the full lifecycle: project open/save/import, comp creation and settings, layer add/edit/reorder/precompose/replace source, property and keyframe reads/writes, effects, presets, text, expressions, and rendering with status/cancel. The main gaps — masks, cameras/lights, alignment, batches of scene work — are reachable only through load_tools groups, which adds a discovery step but not a dead end.