Mathodology Workbench

The other skills guide judgment; this one executes. scripts/mtd.py (Python 3.9+, standard library only) links the five stages of a contest through files, so each stage reads what the previous one actually produced:

Stage	Produces	Executable support
Problem brief	`problem/questions.json`: per question, deliverables, metrics, inputs, assumptions, dependencies	`mtd.py brief` lists the numbered questions; you fill in the rest
Experiments	code under `code/`, a recorded run per execution	`mtd.py run -- python code/q1.py` logs command, seed, inputs, outputs, exit code; placeholder scripts and stub functions are flagged
Results	`results/*.json` in the contract below, written by code	validation, provenance and staleness against the code that produced them
Figures	images drawn by scripts that read results	traces script → data → image; flags stale, missing, corrupt or low-resolution figures
Paper	LaTeX citing `\res{q1.rmse}`, or Markdown citing `{{res:q1.rmse}}`	`mtd.py sync` writes `paper/results.tex` and booktabs tables in `paper/tables/`; checks numbers, refs, cites, figures and the compile log, and math and citations in Markdown

Run it from the workspace (or pass --root); the path below is relative to a project with the skill installed:

mathodology-workbench

Mathodology Workbench