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 choice + 1 score) over a fixed state : runnable via experimental_evaluate.
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Jev judge eval (1 choice + 1 score) over a fixed state : runnable via experimental_evaluate.
Copy this into Muse and replace anything in [square brackets] with your own details.
// Review: discovery call next step + technique — Jev judge eval (typesafe-ai/jev).
// A discovery call ends with vague promises; the judge classifies the close and grades technique.
// 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: "Rep: So, sounds like this could help. Let us circle back sometime? Maybe I can send some info.\nProspect: Sure, send something over.\nRep: Great, will do!",
questions: {
"close_type": {
"type": "choice",
"instructions": "Classify how this call closed.",
"criteria": {
"committed": "A dated next step with an owner was agreed.",
"soft": "Interest expressed but no date or owner set.",
"dead": "No interest or an explicit no."
}
},
"technique": {
"type": "score",
"instructions": "Score the rep discovery and closing technique. Higher is better.",
"criteria": [
"No discovery, no close — just vibes.",
"Some discovery but the close is wishful.",
"Solid discovery, weak close without a date.",
"Pain quantified, champion found, dated next step booked."
]
}
},
});
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.