The eleven artifacts¶
| Artifact | What it answers | Licence |
|---|---|---|
physics-lint |
One command for all the checkers. SARIF for CI. | Apache-2.0 |
sparam-lint |
Is an S-parameter model physically possible? Five laws + a negative control. | Apache-2.0 |
maxwell-lint |
Does a coupling extractor predict impossible physics? Screening ceiling k ≤ 1. | Apache-2.0 |
abstain-bench |
Does a model know when to shut up? Abstention recall, never pooled with accuracy. | Apache-2.0 |
touchstone-tools |
Read, write and convert N-port files. Refuses to emit what it would not read. | Apache-2.0 |
interval-core |
Validated interval arithmetic. Ships the enclosure self-check. | Apache-2.0 |
physics-lint-action |
The same checks, in your CI. | Apache-2.0 |
physics-lint-mcp |
A physics oracle an AI agent can call. | Apache-2.0 |
sparam-conformance |
11 labelled networks with verified ground truth. Grades the graders. | CC-BY-4.0 |
screening-ceiling |
A certified impossibility result + 27 counterexamples. Zero-dependency verifier. | CC-BY-4.0 |
| physics-lint (Space) | Try three of the checks in a browser, no install. | Apache-2.0 |
Each repository carries its own CLI reference, API table, troubleshooting section and worked example. This site covers what is true across them.
Contributing¶
Every repository has a CONTRIBUTING.md stating one non-negotiable rule, and
they differ by design:
sparam-lint— every new law needs a violator that the law must reject.touchstone-tools— the writer may never emit what the reader would refuse, and a singular answer is refused rather than regularized.interval-core— an enclosure may widen, never narrow.sparam-conformance— new cases need construction-derived labels, not another tool's opinion.
The most useful contribution to the portfolio is a new pathological case for the corpus: a network that breaks a checker in a way the corpus does not yet cover.
Citing¶
Each repository carries a CITATION.cff. For the datasets:
@misc{screening_ceiling_2026,
title = {Screening Ceiling: Certified Regions and Counterexamples for
Many-Body Coupling Extraction},
author = {ChipletOS / Genesis contributors},
year = {2026},
note = {CC-BY-4.0}
}