Intent-scoped fabio skill for Fabric knowledge/graph and digital-twin modeling: ontology items (entity/relationship types and bindings), graph models, graph querysets, and Digital Twin Builder models/flows. Use to define/evolve ontologies, query graphs for agent grounding, and build operational digital twins. fabio can also export a tenant scan as OWL (context tenant --format owl) and import it. Triggers: "ontology", "fabric iq ontology", "knowledge graph", "graph model", "graph query", "entity type", "relationship type", "digital twin", "digital twin builder", "owl".
Intent-scoped fabio skill for Fabric CI/CD: stateless content-hash deploy (export/validate/plan/apply), Git integration, deployment pipelines, and variable libraries for environment-specific config. Use for promoting Fabric items between environments, Git lifecycle, and parameterized deployments. Triggers: "deploy", "ci/cd", "promote to production", "deploy plan", "deploy apply", "git commit", "git pull", "deployment pipeline", "variable library", "value set".
Intent-scoped fabio skill for the Fabric BI layer: semantic models (datasets), Power BI reports, paginated reports, and dashboards. Use for creating/refreshing semantic models, running DAX, and managing report items. Triggers: "semantic model", "dataset", "dax query", "refresh dataset", "power bi report", "paginated report", "dashboard", "direct lake".
Step-by-step release workflow for fabio. Invoke when cutting a new release version. Covers: version bump, dependency freshness, documentation updates, validation, changelog, tagging, and post-release dev version bump.
Intent-scoped fabio skill for Fabric administration and workspace management: workspace lifecycle/roles/folders/networking/encryption, capacity lifecycle, tenant-wide inventory and settings, domains, gateways, connections, managed private endpoints, and sensitivity labels. Use for governance, connectivity, capacity, and workspace-level administration. Triggers: "workspace", "assign capacity", "workspace roles", "network policy", "capacity", "resume capacity", "suspend capacity", "tenant settings", "domain", "gateway", "connection", "private endpoint", "sensitivity label".
Intent-scoped fabio skill for building application and API workloads on Microsoft Fabric: AI data agents (natural-language Q&A over data), GraphQL data APIs, User Data Functions (serverless), app backends (Power Apps), Cosmos DB databases (NoSQL OLTP), and Organizational Apps for distribution. Use to expose, query, and package Fabric data as apps/APIs/agents. Triggers: "data agent", "graphql api", "user data function", "serverless function", "app backend", "power app", "cosmos db", "organizational app", "publish app", "nl q&a".
Manage Microsoft Fabric artifacts and data using the fabio CLI - an agent-native command-line tool with 856+ subcommands across 77 groups, structured JSON output, composable piping, and machine-readable errors. Use when working with Fabric workspaces, lakehouses, warehouses, notebooks, eventhouses, semantic models, reports, data pipelines, KQL databases, eventstreams, deploy CI/CD, REST passthrough, Power BI API, capacity lifecycle, app-backend (Power Apps), data-build-tool-job (dbt), org-app (Organizational App), azure-databricks-storage (Azure Databricks integration), or any Fabric REST API resource. Covers CRUD operations, file upload/download, SQL/DAX/KQL queries, execution plans, query monitoring and insights, Git integration, deployment pipelines, CI/CD deploy (plan/apply/export/validate/config-file/git-diff), natural language to KQL, KQL schema discovery and diagnostics, and administration.
Intent-scoped fabio skill for Microsoft Fabric Lakehouse work: create lakehouses, upload/load/sync files and Delta tables, OneLake shortcuts, Iceberg, and Materialized Lake Views. Use when the user wants to ingest, organize, or move data in a lakehouse. Triggers: "create lakehouse", "upload to lakehouse", "load table", "list tables", "sync lakehouse", "onelake", "shortcut", "materialized lake view".