rescore_essay

shallow

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

Retries background AI grading for one essay whose scoring failed. Existing successful scores cannot be changed by this operation.

100.0/100

1 trials · measured 1 day ago

rescore_essay 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.

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Vouch score: rescore_essay
[![Vouch score](https://vouch.tools/api/tools/2abdfdc7-fc67-44ba-8c22-9cdfc7939892/badge.svg)](https://vouch.tools/tools/2abdfdc7-fc67-44ba-8c22-9cdfc7939892)
rescore_essay — Vouch