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rukkha1024

@rukkha1024 source repo

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• 5 skills
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• 9 hours ago last updated

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   Aggregated Signal Figure 2 · rukkha1024 bundle

   Create and refactor figure-generating scripts in aggregated_signal_viz (script/vis_*.py) using Polars (no pandas). Use config.yaml for channel grid_layout (signal_groups.<group>.grid_layout) and summary max_cols (figure_layout.summary_plots.<plot_type>.max_cols). Save PNG (300dpi) under Path(output.base_dir)/<plot_type>/ and keep EMG muscle order from config.yaml signal_groups.emg.columns. Triggers on onset plot, boxplot, summary plot, grid plot, aggregated signal figure.
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   Statistical Analysis · rukkha1024 bundle

   Perform paired t-tests and repeated-measures ANOVA for biomechanical data analysis with formatted Excel output. Use when analyzing EMG, force, kinematics data with statistical comparisons, creating auto-updating Excel reports, or applying Excel formula automation. Always outputs publication-ready Excel files.
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   Aggregated Signal Figure · rukkha1024 bundle

   Create/refactor figure scripts in aggregated_signal_viz using Polars and config-driven layouts/outputs. Triggers: figure grids/summary plots, legend readability, and windows.definitions legend labels (COP/COM parity; duration vs min-max).
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   Biomechanics Signal Plot · rukkha1024 bundle

   Visualize biomechanics signal data including EMG, Forceplate (Fx/Fy/Fz), and CoP/CoM trajectories. Use when creating grid plots, onset timing markers, window highlights, TKEO pipeline visualizations, or trajectory scatter plots for biomechanics research. Triggers on EMG plot, forceplate visualization, CoP trajectory, CoM trajectory, TKEO onset, signal grid, biomechanics chart.
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   Aggregation Modes And Event Vlines · rukkha1024 bundle

   Interpret and debug config-driven time-series visualization pipelines that use aggregation modes (filter → groupby → overlay → file splitting → filename formatting) and event vlines (event markers, legends, per-overlay-group styling). Use when diagnosing overlay/overlay_within behavior, filename_pattern KeyError issues, filters not applying (missing columns or type mismatches), or event_vlines.overlay_group (group-specific linestyles). In this repo, the source of truth is `config.yaml` plus the implementation in `script/visualizer.py`.
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