get_canonical_forms

shallow

com.peopleanalyst/discovery · Verify this server

The canonical form vocabulary — the structural primitive. 7 data shapes and the 33 canonical forms they resolve to. The form is why one engine reads compensation, attrition, funnels and survey data without a per-domain rewrite: the domain is in the metric tag, the structure is here. 'oftenMeans' is a labelled heuristic, never a conclusion.

100.0/100

1 trials · measured 27 days ago

get_canonical_forms scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.peopleanalyst/discovery, measured 11 Sept 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-11100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 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.

Vouch score: get_canonical_forms
[![Vouch score](https://vouch.tools/api/tools/a089944e-0dcc-432f-aaa7-bb5b2dfea267/badge.svg)](https://vouch.tools/tools/a089944e-0dcc-432f-aaa7-bb5b2dfea267)
get_canonical_forms — Vouch