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.
// Audit: release notes audience + quality — Jev judge eval (typesafe-ai/jev).
// Draft release notes for a mobile update; the judge classifies and grades them.
// 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: "Notes: v3.8 — Dark mode is here (Settings → Appearance). Fixed the crash when exporting large boards. Note: iOS 15 is no longer supported; you need iOS 16+.",
questions: {
"audience": {
"type": "choice",
"instructions": "Who are these release notes written for?",
"criteria": {
"end_users": "Plain-language notes a non-technical user can act on.",
"developers": "API, SDK, or integration changes for engineers.",
"internal": "Jargon-heavy notes only the team would understand."
}
},
"notes_quality": {
"type": "score",
"instructions": "Score these release notes. Higher is better.",
"criteria": [
"Missing what changed or who is affected.",
"Lists changes but no action or requirement stated.",
"Clear changes with requirements, slightly terse.",
"Clear changes, exact navigation, and upgrade requirements."
]
}
},
});
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. 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.