Tools tagged with "Data Analysis"

Design geospatial and cartographic visualizations. Use when the user needs help deciding whether to use a map, choosing projections or basemaps, building chorop

Analyze portfolio allocation drift and generate rebalancing trade recommendations across accounts. Considers tax implications, transaction costs, and wash sale

Identifies potential duplicate Accounts, Contacts, or Leads in Dataverse using intelligent fuzzy matching that catches nicknames, abbreviations, phone format va

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word doc

Build interactive WebUI apps with compiled-template hydration, template syntax, component patterns, and CLI usage.

Writing durable workflows in JavaScript using duroxide-node. Use when creating orchestrations, activities, writing tests, or when the user mentions generator wo

Complexity analysis for user stories with known work, risks, and scenarios. Use when you need to estimate effort, points, size, or analyze complexity of a user

Use when doing ANY task involving Rayfin — scaffolding, data models, decorators, auth, deployment, CLI commands, or client setup. Triggers: rayfin, rayfin init,

Identifies accounts showing warning signs of churn by analyzing activity trends, support cases, and engagement signals. Scores risk and prioritizes intervention

Research SDK contracts, design the Terraform schema approach, and compose a GitHub issue for a new resource, data source, ephemeral resource, or enhancement to

Record-level CRUD and bulk operations via the Python SDK — create, update, delete, upsert, CSV import, multi-table foreign-key loads, AI-generated sample data.

Update integration documentation links and API reference data by synchronizing NuGet package names with their documentation URLs and generating per-package API

Validate multi-line log stitching behavior for an ama-logs image change. Enables multiline in the configmap, deploys the OLD (production) image, captures stitch

Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool

Microsoft Style Guide + Squad-specific documentation patterns

Fine-tune models on Azure AI Foundry using SFT (supervised), DPO (preference), or RFT (reinforcement with graders). Covers dataset preparation, training job sub

Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking

Generate a codebase health snapshot for technical debt tracking and planning. Analyzes git history, code complexity, debt markers, and dependencies to identify

Migrate, classify, or validate Volunteer Engagement legacy Power Pages sites and customizations against Volunteer Engagement 2.0, the Portal-EDM React SPA on En

Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto database qu

Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architect

KQL language expertise for writing correct, efficient Kusto queries using the Fabric RTI MCP tools. Covers syntax gotchas, join patterns, dynamic types, datetim

Update the samples data file by fetching sample metadata from the microsoft/aspire-samples GitHub repository. Use when adding new samples, refreshing sample dat

Run integration tests to verify that extension components work together correctly. Use this after modifying component interactions or event handling.

Use Fabric CLI for Power BI operations — semantic models, reports, DAX queries, refresh, gateways. Activate when users work with Power BI items, need to refresh

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web

Bulk reads, multi-page iteration, and analytics over Dataverse data via the Python SDK and Web API. Use when the user wants to read, list, filter, aggregate, gr

Extracts all container image references (registry, image, tag) from the microsoft/aspire source code and produces a JSON data file for the aspire.dev Astro site

Use to build the before-and-after visual evidence for a Zava Learning incident. First classify the fault, then render the ONE visual that actually explains what

Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service,

Tool routing and cross-cutting rules for Dataverse work — which skill applies to which task, environment-confirmation, and pull-to-repo. Use when the user menti

Skill: MAF Hosted-Foundry Sequential Hand-off Sanitization

Analyze a GitHub Actions integration test run and produce a skill invocation report with failure root-cause issues. TRIGGERS: analyze test run, skill invocation

Start and interact with the Dataset Analysis Tool (dataviewer) for browsing, annotating, and exporting robotic training episodes

Environment-level Dataverse administration — bulk delete, retention/archival, organization settings, OrgDB settings, recycle bin, audit, and the 37 allowlisted

Serialize AI-detected security findings as SARIF v2.1.0 conforming to the AI-generated-findings profile, using the Sarif.Multitool emit verbs.