role_requirements
shallowio.github.sarthakjain004/headstart · Verify this server
What postings for a role or a job category ask for, counted over a sample of them: the tech skills their descriptions mention (each as a share of the sampled postings, with how many employers mention it), the minimum years they state, salary quartiles per currency, the remote share, and the companies and countries with the most of them. `query` is the role only, as in search_jobs ('data engineer'); the sample is the 300 postings closest to it among those the filters admit, each requisition counted once however many Boards or countries copy it, and at most 8 of one company's unless `company` is named. `category` alone samples the category's newest postings across the whole index; with `query`, the closest within it. Say what was counted: how many postings, of how many, and how they were picked, as the answer states it. Skills come from a fixed list of tech skills; a skill few employers mention may be one employer's self-description. For a career switcher, read the skills with the stated years. The filters mean what they mean in search_jobs, `include_non_tech` too: postings HeadStart's classifier is confident are not tech are left out of the sample unless it is true, and the answer says how many. No description text is returned.
1 trials · measured today
role_requirements scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.sarthakjain004/headstart, measured 20 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 |
|---|---|---|---|
| 2026-10-20 | 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.
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