import_feedback_creative

shallow

io.github.snehdhruv/trillboards-dooh · Verify this server

Import an AI model’s image through native bytes, moderation and brand review. Provide exactly one of asset_url, source_creative_id or image_base64. Inline bytes require content_type. PNG, JPEG and WebP are staged through native ownership, actual MIME, byte-hash, brand review and moderation. The existing data_api/api_calls tariff applies.

100.0/100

1 trials · measured 2 days ago

import_feedback_creative scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.snehdhruv/trillboards-dooh, measured 20 Oct 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
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

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: import_feedback_creative
[![Vouch score](https://vouch.tools/api/tools/8734b966-24d7-4f49-9252-44214e7d2b97/badge.svg)](https://vouch.tools/tools/8734b966-24d7-4f49-9252-44214e7d2b97)
import_feedback_creative — Vouch