get_h1b_filings

shallow

com.keyvex/keyvex · Verify this server

Returns H-1B Labor Condition Applications from the Department of Labor's quarterly disclosure files — one record per LCA with employer, job title, O*NET-SOC occupation code, offered wage vs DOL prevailing wage, worksite location, and employer risk flags (h1b_dependent, willful_violator). Covers H-1B, H-1B1 (Chile / Singapore), and E-3 (Australia) visa classes. Use this when the user asks about: a company's hiring activity or wage levels for specific roles, tech-hiring trends by state or occupation, offered vs prevailing wage gaps, or outsourcing-firm staffing patterns. IMPORTANT interpretation notes (stated so agents don't over-read): an LCA is filed BEFORE the H-1B petition and can cover multiple positions (total_worker_positions) — it signals hiring INTENT, not an approved visa or a hire. Certified ≫ actual visas issued. Wage fields are as filed; wage_unit varies (Year / Hour / Month / Week / Bi-Weekly) — normalize before comparing. Matching: employer_name is a substring over legal name + DBA (e.g., 'infosys', 'amazon'). soc_code is the precise occupation filter (e.g., '15-1252.00' Software Developers). case_status values: 'Certified', 'Certified - Withdrawn', 'Denied', 'Withdrawn'. Coverage: FY2024→present from DOL's quarterly files (fiscal_year / fiscal_quarter on each record; ~400-550K filings per quarter). Pure-publisher posture: DOL's disclosure rows as filed — no derived 'real wage' normalization or employer scoring.

100.0/100

1 trials · measured 2 days ago

get_h1b_filings scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.keyvex/keyvex, 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: get_h1b_filings
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get_h1b_filings — Vouch