recommend_skill

shallow

ltd.qianyuan/qy-stream · Verify this server

Recommend what skill to build/learn next given your weak points or a role/goal. (Evolution algorithm; public method.)

100.0/100

1 trials · measured 27 days ago

recommend_skill scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ltd.qianyuan/qy-stream, measured 11 Sept 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
2026-09-11100.0shallowv0.2.0

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: recommend_skill
[![Vouch score](https://vouch.tools/api/tools/e123bcd2-a884-4ddd-b9b4-a3c6849d3921/badge.svg)](https://vouch.tools/tools/e123bcd2-a884-4ddd-b9b4-a3c6849d3921)
recommend_skill — Vouch