fit_resume

shallow

work.resumebooster/jobs · Verify this server

Score a résumé against open jobs, for an agent holding a CV: reads the occupation out of resumeText (or uses `query` if given), searches the board for it, and scores up to 20 results 0-100 with the matched and missing terms per job. PAID — needs a paid API key, exactly like POST /v1/fit on the data API, or a live Agent Pass on the key's account; a free key gets an in-band refusal naming where to upgrade. A null fit means the posting has no stored description to score. Returns the terms it read from the CV so the agent can pick a different one and call again with `query`. Needs a key or a sign-in.

100.0/100

1 trials · measured 14 days ago

fit_resume scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against work.resumebooster/jobs, measured 23 Sept 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-23100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: fit_resume
[![Vouch score](https://vouch.tools/api/tools/0cb93f05-54a1-4905-b192-c6baf0816c62/badge.svg)](https://vouch.tools/tools/0cb93f05-54a1-4905-b192-c6baf0816c62)
fit_resume — Vouch