refine_transcript

shallow

app.speakeroo/speaking-coach · Verify this server

Rewrite a speech into a clear structure (PREP, STAR, problem-solution, rule of three and others) chosen to fit it. Returns the rewritten sections, the structure with a 1-10 score for how well the original already followed it, a summary of what changed and one delivery tip. Input: 30-1500 words. Shares the daily text allowance with analyze_transcript.

100.0/100

1 trials · measured today

refine_transcript scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.speakeroo/speaking-coach, 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
open
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: refine_transcript
[![Vouch score](https://vouch.tools/api/tools/15312d15-731d-4cf5-b9b7-5da8537421a6/badge.svg)](https://vouch.tools/tools/15312d15-731d-4cf5-b9b7-5da8537421a6)
refine_transcript — Vouch