mine_angles
shallowio.github.hermoso-ai/hermoso · Verify this server
Mine ad ANGLES from real customer language: gathers the customer's own words (Reddit, TikTok, the brand's review page + review-site results) and returns a RANKED angle bank — each angle tagged (pain / outcome / identity / fear / competitive-displacement / social-proof / contrast), 2-5 VERBATIM proof quotes, a 0-100 score with breakdown, and a ready-to-run hook in the customer's own voice. Reads YOUR saved brand (pass brandId to target a specific brand — that switches this key's active brand like use_brand). To tear down a COMPETITOR use competitor_teardown instead. Spends a few ScrapeCreators credits + LLM tokens.
1 trials · measured 8 days ago
mine_angles scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.hermoso-ai/hermoso, 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 + stdio
- Credential class
- gated
- Category
- Content & media
- 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/bf542262-22cf-4d38-81ec-1e503ca3611e)