lab_grade_suggest

shallow

com.thefilmradar/filmlab · Verify this server

Suggest a grade look for a project — read-only, no cost. With image_id, includes the image prompt; without it, uses only the colorist crew brief. Returns a recommended look name with a reason and alternatives; apply it with lab_grade(look: …) once the user agrees.

100.0/100

1 trials · measured 15 days ago

lab_grade_suggest scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.thefilmradar/filmlab, measured 6 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
Category
Travel & local
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

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.

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Vouch score: lab_grade_suggest
[![Vouch score](https://vouch.tools/api/tools/31caf057-15b8-459e-ad21-171a06022836/badge.svg)](https://vouch.tools/tools/31caf057-15b8-459e-ad21-171a06022836)
lab_grade_suggest — Vouch