discover_opportunities
shallowio.ledgerproofhq/lain · Verify this server
FREE: machine-generated demand. LAIN continuously scans the anchored public record (FDA drug recalls, CPSC product recalls, and CVE/NVD revisions) for events that could invalidate warranted confidence in a subject, and mints each as an open Opportunity - an unresolved decision nobody has funded yet. Returns ranked opportunities with value estimates, confidence-gap estimates, and suggested prices (which fall when prior anchored evidence for that subject can be reused). If an opportunity's subject matters to your operator (a supplier, a product in inventory, a dependency), fund it with fund_opportunity. The customer is the confidence gap, not the agent.
1 trials · measured 8 days ago
discover_opportunities scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.ledgerproofhq/lain, 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
- self-provisionable
- Category
- Finance & compliance
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 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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