labeling-feature-add

Spectrogram labeling integrates modular UI components, state orchestration, and hotkeys into the labeling workspace to streamline annotation workflows and ensure cross-file consistency.

Yes, the spectrogram annotation feature supports hotkeys and undo/redo through shared hooks and state orchestration, enabling efficient and reversible labeling actions during frontend annotation sessions.

Cross-component consistency is maintained by aligning shared hooks, frontend labeling pages, and CLAUDE guidelines, ensuring annotation rules and validation logic apply uniformly across multiple spectrogram files.

Yes, safe deployment requires frontend changes to labeling pages, shared hooks, and aligned CLAUDE guidelines to be present before enabling the spectrogram annotation feature in the labeling dashboard.

The labeling feature separates UI modules into reusable components, allowing extraction and integration of labeling tools into the spectrogram workspace for modular and maintainable frontend architecture.

State orchestration coordinates labeling actions, hotkeys, and undo/redo across components, preventing inconsistent annotation states and ensuring reliable workflow behavior during collaborative spectrogram labeling sessions.