search_lobbying
shallowio.github.civdotiq/civiq · Verify this server
Search Senate LDA lobbying filings from the complete corpus — every quarterly report (LD-2) in the covered window, not a sample. Returns registrant, client, spending amount, issue codes and the committees each filing touches, plus exact totals. Filter by quarter, by organization, or both. Amounts are plausibility-gated (income <= $5M, expenses <= $50M per filing).
2 trials · measured 8 days ago
search_lobbying scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.civdotiq/civiq, measured 25 Aug 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
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- read-only— Heuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
| sample_call | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
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[](https://vouch.tools/tools/f405e074-26d8-4b63-8656-fda30d8b9567)