job_fit_brief

shallow

app.openkrill/company-jobs · Verify this server

Get the facts of one job and a checklist for tailoring a resume to it. Use it for questions like "what does the senior backend job at Stripe require?" or "how should I tailor my resume for this role?". Pass company and job (the applyUrl from find_company_jobs, or the title). Returns the posting's must-haves, nice-to-haves, level and the words that signal it, terms to mirror, the years asked, location, process and referral facts it states, and a short tailoring checklist based on general recruiter practice, which is no guarantee of a result. To compare the user's own profile text with a job's keywords, use profile_keyword_check.

100.0/100

1 trials · measured 1 day ago

job_fit_brief scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.openkrill/company-jobs, measured 6 Oct 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
2026-10-06100.0shallowv0.2.0

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: job_fit_brief
[![Vouch score](https://vouch.tools/api/tools/57c82de4-db90-4102-a3bb-1bb00ffe7626/badge.svg)](https://vouch.tools/tools/57c82de4-db90-4102-a3bb-1bb00ffe7626)
job_fit_brief — Vouch