refine_request

shallow

io.github.jamie7893/keelen · Verify this server

Say what is wrong with what a request produced, and have it reworked. Status must be "done". `feedback_md` is 1..2000 chars. Moves the thread to refine_pending; poll get_request_status to see the revised items.

100.0/100

1 trials · measured 8 days ago

refine_request scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.jamie7893/keelen, measured 25 Aug 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
Communication
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

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_request
[![Vouch score](https://vouch.tools/api/tools/3c12bb32-e843-4210-9721-304df6162382/badge.svg)](https://vouch.tools/tools/3c12bb32-e843-4210-9721-304df6162382)
refine_request — Vouch