wip-stability-chart

You can visualize daily WIP stability by feeding analyze_wip_stability output into this Skill to render a React/Recharts chart with XmR calculations, reference lines, and signal dots. It requires payload fields like run_chart, xmr, and status.

An XmR run chart is used to determine whether daily active WIP is behaving predictably or showing statistical signals. It calculates upper and lower natural process limits to reveal if WIP control is stable or needs intervention.

No, you cannot use this Skill for WIP age or cycle time datasets. It enforces strict data gating and only processes analyze_wip_stability results for board-level daily WIP counts to avoid misuse.

You render a Recharts dashboard by providing the analyze_wip_stability payload, which triggers a single-axis ComposedChart with area fill, UNPL/Mean/LNPL reference lines, stat cards, and a status badge indicating process stability.

Yes, the visualization downsamples to every 2nd point for readability while always preserving all signal points. It formats dates and tick intervals for approximately 8 to 10 labels on the dashboard chart.

The required data format must include run_chart entries with date and count, plus xmr fields containing average, average_moving_range, upper_natural_process_limit, lower_natural_process_limit, values, moving_ranges, and signals, alongside a status field.