approve_essays

shallow

io.github.thinkfiveable/fiveable-ap-teachers · Verify this server

Marks scored essays approved (the teacher stands behind the score), or unapproves them with approve: false. Accepts essay handles, or all: true for every scored essay not yet approved. Only approved essays go to Google Classroom. The same handles with approve: false reverse approval.

100.0/100

1 trials · measured 2 days ago

approve_essays scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.thinkfiveable/fiveable-ap-teachers, 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
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.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: approve_essays
[![Vouch score](https://vouch.tools/api/tools/8031a113-90a1-4b07-8660-7f51d173509b/badge.svg)](https://vouch.tools/tools/8031a113-90a1-4b07-8660-7f51d173509b)
approve_essays — Vouch