name	results-check
description	Run plot-check then physics-check on a new figure and its arrays. Use proactively after every script that writes a plot or result file. Prefer plot-check or physics-check alone when only one layer applies.

Results check

Orchestrator for the plotting validation stack. Same trigger as before the split, but each step has its own skill.

scientific-plotting — if the figure was just exported, confirm PDF/PNG settings.
plot-check — VLM + array completeness on the figure file.
physics-check — numeric asserts on saved arrays (skip if no arrays exist).
research-figure-manifest — update validator row when both pass.

For manuscript PDF pages (tables, float placement), add vlm-figure-audit and paper-layout-review from paper-writing.

Propagate the worst verdict from plot-check and physics-check (BLOCKING > WARN > OK). Summarize both in one line for the manifest.

See plotting/README.md for the full figure pipeline.

name	results-check
description	Run plot-check then physics-check on a new figure and its arrays. Use proactively after every script that writes a plot or result file. Prefer plot-check or physics-check alone when only one layer applies.

Orchestrator for the plotting validation stack. Same trigger as before the split, but each step has its own skill.

scientific-plotting — if the figure was just exported, confirm PDF/PNG settings.
plot-check — VLM + array completeness on the figure file.
physics-check — numeric asserts on saved arrays (skip if no arrays exist).
research-figure-manifest — update validator row when both pass.

For manuscript PDF pages (tables, float placement), add vlm-figure-audit and paper-layout-review from paper-writing.

Propagate the worst verdict from plot-check and physics-check (BLOCKING > WARN > OK). Summarize both in one line for the manifest.

See plotting/README.md for the full figure pipeline.

results-check