Checks / resource
Param explosion
Check G02. Runs in the editor as you build, in CI through the
GitHub Action, and over the wire at
POST /api/v1/check. Milliseconds, before any GPU is billed.
block
resource
G02
| Trigger | Estimated total parameter count grows by ≥ threshold × baseline (default 5×, slider 2-20×). Blocks at 2× threshold, warns below. |
|---|---|
| Why | A misread "scale this 10×" prompt should not silently turn a 60M model into a 6B model that won't fit anywhere. |
| Setting | useProviderStore.paramExplosionThreshold(). Settings → "Param explosion threshold". |
Why it is not a lint you can ignore
A structural mistake does not fail at review time and it does not fail at import
time. It fails when the module is constructed on the training node, after the job was queued and
the dataset was downloaded. That is why this runs before the spend and not after it.
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Every check
41 structural checks: 6 guardrail gates and 35 architecture advisor rules. See the full catalogue.