Yasnora AIRU
AI and knowledge
AI and knowledge · 2026.10

Agents, Tools and MCP

Governed execution, approvals, skills and external capability discovery.

2 min read
Reviewed 2026-10-25
Bilingual article
01

Agent lifecycle

An agent combines instructions, eligible models, Knowledge and approved tools. Publishing an agent makes its configured behavior reusable within an intended scope.

WICSAI_AGENT_UNAVAILABLE can indicate a missing runtime, Group binding, entitlement or allowance. An agent’s instructions cannot grant permissions that the user or workspace lacks.

02

Reusable procedures

A skill is a reusable procedure with a bounded purpose. Agents may use skills, but a skill does not add permissions by itself.

Keep required tools and source access minimal. If a step requests a consequential action, inspect its target and effect before approval.

03

Discovery and authorization

MCP exposes external capabilities through a standard protocol. Discovering a tool does not authorize Yasnora or a Group to use it.

Even a read-only tool can expose sensitive material. Reject unexpected requests or excessive scopes; keep credentials server-side.

04

Consequential actions

Work is the execution inbox for tasks that are waiting, running, need attention, completed or failed. It helps distinguish an active run from a finished result.

A completed run still needs output review. An approval should identify the action, target and effect; reject an unexpected or overly broad request.

Maintained by agents · Edited 2026-10-25 · Documentation 2026.10