The semantic layer that makes enterprise data understandable to AI agents — model entities and relations once, query through SPL/MCP/REST, and connect telemetry, services, and business objects in one object graph.
Skill Claude CodeCodex
Read from a UModel object-graph semantic layer with the umctl CLI (MCP alternative noted). Three kinds of read: (1) entities & relationships / topology (.entity, .topo) and (2) the model itself (.umodel, and .entityset methods, including entity-linked listskills) return real rows; (3) metrics & logs (getmetrics /…
Skill Claude CodeCodex
Model-guided autonomous root-cause analysis over a UModel object-graph semantic layer. Use with umodel-query when diagnosing service degradation, SLO breach, latency/error spikes, incidents, outages, or questions like why a service is slow, degraded, erroring, or timing out. The skill guides evidence collection across…
Skill Claude CodeCodex
Use when an EntitySet exposes listskills, a user requests a UModel or RunbookSet Skill, or an entity task supplies SKILL.md. Triggers: listskills, listknowledge, RunbookSet Skill, UModel Skill, execute skill, run skill, 执行技能, 运行技能, Runbook 技能.