tknapen/lab-conventions
Skill Claude CodeCodex
Sets up a new or existing project with the lab conventions harness - runs deploy.sh, then interviews the user to fill in the project CLAUDE.md. Also migrates projects from the pre-v3 numbered-file layout. Invoke with /bootstrapping-project when the user asks to set up a project with lab conventions, deploy the…
tknapen/lab-conventions
Skill Claude CodeCodex
Robustness checks required before any headline scientific claim - multiverse sweep, positive/negative controls, sensitivity analysis, blind-ish development, matched to the project's declared inference regime. Use whenever an analysis result is about to be treated as a finding, whenever a result enters a paper, a…
tknapen/lab-conventions
Skill Claude CodeCodex
Composes headline result figures as interpretation dashboards - the result juxtaposed with schematics of every competing hypothesis rendered through the same plot function, plus self-documenting text, housed in a narrated results notebook. Use whenever creating or revising a headline or final figure, whenever a result…
tknapen/lab-conventions
Skill Claude CodeCodex
Maintains the append-only per-analysis decision log that records what was tried, chosen, ruled out, and why. Use whenever an analytic decision is made (exclusion, transform, threshold, model choice), whenever a fork is resolved with the user, whenever a result turns or an analysis session ends, and whenever starting…
tknapen/lab-conventions
Skill Claude CodeCodex
Governs how intermediate and derived scientific data is saved - which file formats (netCDF/parquet/zarr/NIfTI, never .npy/.pkl), what to save vs recompute, and the provenance every file must carry. Use whenever writing code that saves arrays, tables, model outputs, or any derived data file, whenever choosing a file…
tknapen/lab-conventions
Skill Claude CodeCodex
The lab's interpretation-ready reporting standard for every stated result - in prose, tables, figures, chat replies, or Slack messages. Use whenever reporting any statistic, effect, correlation, model fit, comparison, or null result, whenever summarizing what an analysis found, and whenever composing the results…
tknapen/lab-conventions
Skill Claude CodeCodex
Produce publication-quality scientific figures in a restrained, vision-science-inflected house style. Use this skill whenever the user asks for plots, figures, or visualizations for a paper, preprint, talk, or grant — especially for vision, psychophysics, neuroscience, or computational modeling work — and any time the…