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 score) over a fixed state : runnable via experimental_evaluate.
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Jev judge eval (1 boolean + 1 score) over a fixed state : runnable via experimental_evaluate.
Copy this into Muse and replace anything in [square brackets] with your own details.
// Audit: support transcript refund policy + tone — Jev judge eval (typesafe-ai/jev).
// A full refund transcript; the judge checks policy compliance and grades empathy.
// 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: "Customer: My kid ordered $80 of gems by accident. Please help.\nAgent: Of course — accidental purchases by minors are fully refundable within 30 days. I have refunded $80 to your card ending 7721 (receipt R-11881). I also turned on purchase approval so it cannot happen again. Anything else I can do?",
questions: {
"policy_followed": {
"type": "boolean",
"instructions": "True only if the agent applied the stated refund policy (minors, accidental, within 30 days) correctly."
},
"empathy": {
"type": "score",
"instructions": "Score the empathy of the agent response. Higher is better.",
"criteria": [
"Cold or blaming.",
"Polite but robotic; no acknowledgment of the situation.",
"Warm and helpful, minor stiffness.",
"Genuinely empathetic, resolves fully, and prevents recurrence."
]
}
},
});
console.log(JSON.stringify(result, null, 2));
Source / inspiration: View credited source
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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.
An organized catalog of relevant datasets with access, freshness, and licensing notes.
Review what the agent will be allowed to touch: browse the web, make purchases, confirm with you first, access account settings, confirm changes first. Ask Muse to show its plan and pause before anything that spends money, sends a message or changes an account.
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.