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Microsoft Fabric AI and operations agents - anomaly detector, data agent, operations agent, ontology, and digital twin builder workflows with preview guardrails.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
This skill should be used when the user asks about developing, building, debugging, packaging, or certifying a custom Power BI visual with the pbiviz toolchain (powerbi-visuals-tools). Covers environment setup, the visual project structure, capabilities.json (data roles, dataView mappings, objects, features, privileges), the IVisual API lifecycle (constructor, update, getFormattingModel, destroy), reading the dataView (categorical, table, matrix, single), the modern format pane and formatting model utils, selection and cross-filtering, tooltips, context menus, drill-down, bookmarks, landing pages, rendering events, local storage, launchUrl, D3 rendering, unit testing, ESLint, packaging to a .pbiviz file, and submitting to AppSource / Partner Center for certification. Example user requests: "create a custom Power BI visual", "build a bar chart visual with pbiviz", "add a format pane card to my visual", "make my visual cross-filter other visuals", "why is my visual data view empty", "get my Power BI visual cert
Advanced Microsoft Fabric GitOps and CI/CD patterns for workspace Git integration, branch governance, deployment pipelines, and release validation.
Deep expertise in Power BI development including DAX measures, Power Query M transformations, semantic model design, PBIP project scaffolding, REST API workspace management, and Microsoft Fabric integration with Lakehouse and Direct Lake.
Reusable pattern for creating an Entra app registration, generating a cert, storing the PFX in Azure Key Vault, and wiring cert-based app-only + delegated auth into a Node/TypeScript MCP. Use whenever you need Claude to talk to a Microsoft API (Graph, Power BI, Fabric, Power Platform, Dynamics) without shared secrets or device-code prompts.
Data visualization with @fluentui/react-charting — LineChart, BarChart, PieChart, DonutChart, AreaChart, HeatMapChart, SankeyChart, TreeChart, GaugeChart, theming integration, responsive patterns, and accessibility in charts.
Fluent UI for iOS (Swift/UIKit) and Android (Kotlin) — platform setup, component catalogs, design token parity, CocoaPods/SPM for iOS, Gradle for Android, and Figma design kits for each platform.
SOC 職業分類に基づく
| name | Fabric AI Agents |
| description | Microsoft Fabric AI and operations agents - anomaly detector, data agent, operations agent, ontology, and digital twin builder workflows with preview guardrails. |
| allowed-tools | ["Read","Write","Edit","Glob","Grep","Bash"] |
| triggers | ["fabric ai agent","anomaly detector","data agent","operations agent","ontology","digital twin builder","preview guardrails"] |
docs/integration-context.md| Workflow | tenantId | subscriptionId | environmentCloud | principalType | scopesOrRoles |
|---|---|---|---|---|---|
| AI and operations agent workflows | required | optional (required only for Azure-linked sources) | AzureCloud* | delegated-user or service-principal | Fabric workspace read/write permissions plus workflow-specific API grants |
Fail fast before any network/API call when context fields are missing, malformed, or cloud-incompatible. Redact tenant, subscription, workspace, item, object, and principal identifiers in all outputs.
These workflows depend on preview-heavy Fabric surfaces. Treat model schemas, endpoint behavior, limits, and permissions as change-prone. Validate in the target tenant at run time and avoid assuming GA stability.
| Command | Purpose |
|---|---|
ai-agents-setup | Validate prerequisites, context, and preview readiness for AI agent workflows. |
anomaly-detector-manage | Manage anomaly detector definitions, thresholds, and verification loops. |
data-agent-manage | Manage data agent lifecycle, grounding sources, and validation checks. |
operations-agent-manage | Manage operations agent lifecycle and incident/runbook integration workflows. |
ontology-manage | Manage ontology model definitions, mappings, and compatibility checks. |
digital-twin-builder-manage | Manage digital twin builder definitions, graph links, and validation checks. |
| Topic | File |
|---|---|
| API and workflow patterns for preview-safe execution | references/api-patterns.md |