particle_expertise_get
shallowpro.particle/particle-pro · Verify this server
Describe one occupation or field of research and, on request, who is booked under it: its parent, children and crosswalk by default; `include: ["top_guests"]` ranks the guests listed under it by podcast appearances in a window (default the last 30 days, at most 90), and `include: ["top_podcasts"]` ranks the shows that booked them. `standing="established"` ranks only credentialed or recognized experts — "the shows that book established finance experts" is `field` plus top_podcasts plus standing. A broad code covers everything below it. Take codes from `particle_expertise_resolve`, which turns free text ("doctors", "finance") into them; on `unresolved_reference` or `not_found`, resolve and retry. Guest slugs work with `particle_person_get` (`include: ["expertise"]`) and `particle_podcast_get_guest`; podcast slugs with every podcast tool. For a multi-criteria guest search (practicing, seniority, capacity, employer, all-time) use `particle_podcast_list_guests`; for one show's guest mix use `particle_podcast_resolve` with `include: ["guest_expertise"]`.
1 trials · measured today
particle_expertise_get scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against pro.particle/particle-pro, measured 20 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
- gated
- Category
- Content & media
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 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
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[](https://vouch.tools/tools/2365c7e5-88e5-4858-8a59-64d8ee64418f)