job_fit_brief
shallowapp.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.
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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/57c82de4-db90-4102-a3bb-1bb00ffe7626)