shihchianglo/grill-my-model (pysb-diagnose)

Diagnose a PySB model whose output looks wrong — a curve that rises and never falls, a flat observable, a species that should be conserved but is not, negative concentrations, an integrator that fails or crawls, a dose-response with the wrong midpoint, or a simulation that disagrees with experimental data. Use when a model already exists and the question has shifted from "what should I build" to "why is it doing that". Triggers on "the simulation looks wrong", "this curve shouldn't do that", "my model doesn't match my data", "why is it going to zero", or an integrator error message.

Claude Skills are markdown + scripts loaded into Claude Code; scanned with the same pipeline.

Source:

github.com/shihchianglo/grill-my-model

Provenance:

Found by crawling (provenance, not a security rating)

We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.

5 critical findings reported by cisco-skill-scanner, agent-audit-kit. The composite score alone does not reflect this — read the per-scanner reports below.