create_skill

shallow

io.agent4/agent4-tenant · Verify this server

Create a skill. description = "when to use" (goes into the system prompt, keep it short); instructions = the detailed guide (fetched on demand via load_skill). The paradigm (important): instructions are visible only AFTER the model calls load_skill — if calling some tool is **mandatory** ("user gives a phone number → must call save_contact"), the trigger must be written into description, otherwise models often answer directly without loading the skill and the rule never takes effect. Also never promise return values a tool doesn't produce (ticket numbers / IDs) — the model will fabricate them. The returned warnings field flags both patterns.

100.0/100

1 trials · measured 8 days ago

create_skill scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.agent4/agent4-tenant, 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
self-provisionable
Category
Travel & local
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: create_skill
[![Vouch score](https://vouch.tools/api/tools/f02073fb-bf7c-4849-b196-29be1f6a828c/badge.svg)](https://vouch.tools/tools/f02073fb-bf7c-4849-b196-29be1f6a828c)
create_skill — Vouch