generate_hooks
shallowapp.railway.up.engine-production-3bdc/vhgengine · Verify this server
Archived source-free writer. Use research_hook_evidence instead. Always fails before model, template, provider, storage, or billing work. Research requires a real public source video with at least 200,000 observed views, a canonical link, and an independently audio-verified exact opener. Errors: unauthorized; invalid_request with reason unsourced_hook_generation_archived.
1 trials · measured 8 days ago
generate_hooks scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.railway.up.engine-production-3bdc/vhgengine, 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
- 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.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/90562a68-9bb6-48cb-9122-f2d67f7de1ff)