research.topic-sentiment-analyzer
shallowio.github.craigmbrown/blindoracle · Verify this server
Opinion and sentiment mapping across social, expert, and community channels for a named topic, scored per-channel rather than one blended number. Settlement proof: ProofOfSettledOutcome (kind 30120, data/proof_settled_outcomes.jsonl). Same methodology as oracle.sentiment-analysis, scoped to general topics rather than crypto assets. Refuses, with no charge, when ≥3 fetched web sources cannot be fetched. Refuses, with no charge, when the required source (≥3 fetched web sources) cannot be fetched. (x402: $0.03 USDC per call)
1 trials · measured 2 days ago
research.topic-sentiment-analyzer scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.craigmbrown/blindoracle, 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/4995d36e-4454-4db9-93c2-f427c3dc3178)