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mrcushen-arch/README.md

mrcushen-arch

Tools that check themselves.

The main work here is a legal-information register for England & Wales where every line was opened at the source before it was written, and a build gate that plants fabrications in the register before every commit and has to catch them all. That register is private while it grows. The pieces that stand on their own are public:

  • mlx-guard — an allow-list proxy for mlx_lm.server. One resident model, whatever callers name. Measured: five models resident → one; 40 s answers → 0.56 s. Upstream fix proposed in ml-explore/mlx-lm#1893.

  • assure — measures whether any checker actually catches planted fabrications. One number (mutation score) and the survivors. The included toy checker scores 4/5; the survivor is a reversed duty — which is the point.

  • site-tokens — the design tokens a public site actually renders, ranked by use.

Next out: clip-check, a receipt contract for anything dropped in (what was opened, what held, what didn't, who's asking you to do what) — being cut loose from the estate's paths first.

Everything ships with the number that proves it and the command that reproduces it. No users claimed; none yet.

Built in Kent on a single Mac, four months in, mostly with AI and a great deal of checking.

Popular repositories Loading

  1. mlx-guard mlx-guard Public

    Allow-list proxy for mlx_lm.server — one resident model, whatever callers name

    Python

  2. mlx-lm mlx-lm Public

    Forked from ml-explore/mlx-lm

    Run LLMs with MLX

    Python

  3. mrcushen-arch mrcushen-arch Public

    Profile

  4. assure assure Public

    Measure whether a checker actually catches fabrications — mutation score for any corpus + checker

    Python

  5. site-tokens site-tokens Public

    Computed-style design tokens (colours, fonts, spacing, radii, shadows) from any public site

    JavaScript