Rerun the analysis when new data lands and send the figures that changed
For a standing research question: the dot watches a data folder, reruns the notebook on each new file, flags anomalies and sends only the figures that moved.
Jev judge eval (1 boolean + 1 choice) over a fixed state : runnable via experimental_evaluate.
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Jev judge eval (1 boolean + 1 choice) over a fixed state : runnable via experimental_evaluate.
Copy this into Muse and replace anything in [square brackets] with your own details.
// Moderate: marketplace listing verdict + recall — Jev judge eval (typesafe-ai/jev).
// A supplement listing makes disease claims; the judge rules and checks recall of the exact claim.
// Model: typesafe-ai/jev via the Vercel AI Gateway ($0.042/1M input tokens).
// Auth: set AI_GATEWAY_API_KEY (vck_…) in the environment — never paste the key here.
// For zero-data-retention / no-training workloads, add
// providerOptions: { gateway: { … } } to the evaluate call below.
import { experimental_evaluate } from 'ai';
const result = await experimental_evaluate({
model: 'typesafe-ai/jev',
state: "Listing: MIRACLE GREENS — clinically proven to reverse diabetes in 30 days!!! No diet or exercise needed. 50% off today only!!!",
questions: {
"verdict": {
"type": "choice",
"instructions": "Give the moderation verdict for this listing.",
"criteria": {
"allow": "Compliant listing — no policy issue.",
"restrict": "Needs an edit (tone down claims, add disclaimers) before it can stay.",
"remove": "Prohibited content (disease cure claims, scams) — take it down."
}
},
"claim_identified": {
"type": "boolean",
"instructions": "True only if the listing makes a specific disease cure or reversal claim (diabetes)."
}
},
});
console.log(JSON.stringify(result, null, 2));
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Sign in to join inFor a standing research question: the dot watches a data folder, reruns the notebook on each new file, flags anomalies and sends only the figures that moved.
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Reported by a Muse user on vercel.com (original post). Collected by the open-source EveryAI Muse field guide under the MIT licence. Sundog has not tested this workflow; results people report here appear on this page.