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.
// Check: docs-grounded answer accuracy — Jev judge eval (typesafe-ai/jev).
// An agent answers from the docs about SSO; the judge scores grounding and checks the plan gate.
// 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: "Docs: SSO (SAML/OIDC) is available on Enterprise only; setup takes ~20 minutes in Settings → Security.\nAnswer: Yes — SSO with SAML or OIDC is on the Enterprise plan, and setup takes about 20 minutes under Settings → Security. Here is the doc link to follow.",
questions: {
"groundedness": {
"type": "score",
"instructions": "Score how well the answer stays grounded in the docs. Higher is better.",
"criteria": [
"Contradicts the docs or invents unsupported facts.",
"Roughly right but adds details the docs do not support.",
"Matches the docs with minor imprecise phrasing.",
"Faithful to the docs: plan gate, protocols, time, and location all exact."
]
},
"plan_gate_stated": {
"type": "boolean",
"instructions": "True only if the answer states that SSO requires the Enterprise plan."
}
},
});
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.