Data skills

Newest skills

270 skills

analyze-canvas-performance

Analyze and audit a Power Apps canvas app. USE WHEN the user wants to analyze, profile, audit, review, diagnose, or improve a Canvas App or pa.yaml files. USE FOR: slow apps, long load times, delegation warnings, N+1 database calls, excessive collections, ForAll optimization, OnStart overload, Named Formulas, Concurrent execution, Explicit Column Selection, DelayOutput on text inputs, cross-screen control references, Power Automate overuse, unused variables, nested galleries, error handling, App.OnError, form validation, naming conventions, variable scope misuse, modern controls, responsive la

Databases

0

0

postgresql-best-practices

PostgreSQL & Azure Database for PostgreSQL: connect, query, tables, index, JSONB, partition, RLS, FTS, pooling, replication, restart, upgrade, scale, backup, Entra auth.

Databases

0

0

pg-graph

Graph database skills for Apache AGE on PostgreSQL. Covers the full lifecycle: deriving an ontology from structured or unstructured data with a human feedback loop, building the graph, and querying it with openCypher, natural language to Cypher, and graph augmented retrieval.

Databases

0

0

reactor-charts

Reactor charts and data visualization — choosing a chart type (line, bar, area, donut, `TreeChart`, `ForceGraph`), the chart DSL, `LabelView` / `XTickLabelView` / `YTickLabelView` for icon-plus-text and rich labels, and the visualization-best-practices rules. Use when adding charts or designing visualizations.

Analytics

0

0

telemetry-foundations

Declarative OpenTelemetry-aligned telemetry vocabulary and instrumentation conventions for traces, metrics, logs, and PII handling

Analytics

0

0

gitlab

Manage GitLab merge requests and pipelines with a Python CLI

Data Engineering

0

0

powerpoint

PowerPoint slide deck generation and management using python-pptx with YAML-driven content and styling

Document Processing

0

0

customer-card-render

Generate customer-card PowerPoint content YAML from Design Thinking canonical artifacts and build using the shared PowerPoint skill pipeline

Document Processing

0

0

analysis-authoring

Authoring conventions for exploratory data analysis notebooks and analytical dashboards, covering section sequence, visualization selection, scale thresholds, caching and state, and dashboard validation budgets. Use when composing or reviewing an EDA notebook, an analytical dashboard, or a dashboard test pass.

Analytics

0

0

team-charters

Provides role charters (mission, ownership, core principles, quality bar) for a multi-agent coding team. Each charter defines the role's mission, ownership scope, core principle (boundary constraints), and quality bar. Most roles also include communication rules. Consumed by the coordinator during task decomposition to assign work to the correct role. Triggers: "look up role charter", "what does the architect own", "check role boundaries", "find team roles", "which role handles X", "list agent charters", "role responsibilities". NOT for: task decomposition (use breaking-down-tasks), implementa

Analytics

0

0

data-architecture

Generate data architecture and persistence layer documentation with data model diagram

Databases

0

0

assessment-report-converter

Convert an arbitrary CSV report (e.g. a Black Duck export or a custom migration-issue inventory) into a schema-valid assessment `report.json` the modernization pipeline can consume — so it appears in the assessment UI and migration solutions resolve automatically. This skill is LLM-driven: you read and interpret the CSV yourself and author `report.json` by hand against the schema. A small helper script only does deterministic lookups (migration solutions, the ruleId for a solution) and validates the finished report. There is NO "convert everything" script and NO assumed column layout. Triggers

Document Processing

0

0

analyzing-architecture

Architect analysis for rewrite/migration: produces structured architecture artifacts plus global prose research views (project-structure, tech-stack, data-model) for planning, implementation, feature-inventory, and gates. This is the single architect task. Triggers: "analyze architecture", "analyze existing application", "analyze the codebase", "codebase architecture analysis", "analyze for migration", "prepare migration analysis", "produce migration artifacts", "analyze before rewrite". NOT for: greenfield projects, pure syntax/version migrations (Python2→3, Java 8→17 — no paradigm shift), ru

Databases

0

0

pipeline-test-triage

Triage test failures in an Azure DevOps pipeline run for Fluid Framework. Use when the user shares an ADO build/pipeline URL or build ID and wants failures analyzed, when they ask "why did this pipeline fail", "summarize the test failures", "is this test flaky or a real bug", "compare these runs", or wants bugs filed for genuine failures. Covers the Real Service End to End Tests pipeline as the worked example but applies to any FF test pipeline.

Data Engineering

0

0

ff-oce-kusto

Use this skill for any Kusto query or telemetry investigation specifically related to Fluid Framework or its partners. Triggers include: writing or running a Kusto query against the Office Fluid database, investigating Fluid Framework telemetry or error rates, querying Office_Fluid_FluidRuntime_* tables, looking up a Fluid session by Session_Id or docId, investigating a Fluid-related error in Loop or Whiteboard telemetry, monitoring an FF bump or partner ring deployment, checking Fluid render reliability or Scriptor errors, or when the user mentions Fluid-specific tables (Office_Fluid_FluidRun

Databases

0

0

ff-oce-dashboard

Generate the OCE shift status dashboard. Triggers on: 'generate shift dashboard', 'show dashboard', 'shift status', 'status dashboard', 'what's going on', or any request for a NON-SPECIFIC overview of current OCE status (incidents, pipelines, errors).

Analytics

0

0

flint-chart-author

Use when: the user asks to make or render charts with flint-chart, visualize tabular data, generate a ChartAssemblyInput, validate/render through MCP, or add Flint to a JS/TS project. Author the semantic spec, transform data before Flint when needed, install/import Flint only when executable code is needed, and reserve backend-specific style tweaks for after compiling from Flint.

Analytics

0

0

flint-chart-author

Use when: the user asks to make or render charts with flint-chart, visualize tabular data, generate a ChartAssemblyInput, validate/render through MCP, or add Flint to a JS/TS project. Author the semantic spec, transform data before Flint when needed, install/import Flint only when executable code is needed, and reserve backend-specific style tweaks for after compiling from Flint.

Analytics

0

0

visuals

Use when user wants to incorporate charts, graphs, data grid, or other visual representations of data into their project. Use VegaVisual and DataGrid components to create these visuals, utilizing the shared DataTable input, formatting, theme, and interactivity. Covers the VisualContainer chrome every visual gets by default, the onInteraction selection/click events host apps consume, named multi-table data input for layered overlays and reference lines, and Vega-Lite native selections.

Analytics

0

0

eval-generator

Generate standalone — turns the populated Eval Suite Planning workbook (output of `/eval-suite-planner`) into concrete capability eval sets and trust & safety eval sets. Delivers playbook Steps 2 & 3 and designs the Step 8 regression partition. Outputs 2-column Copilot Studio `-for-import.csv` files (Question + Expected response only), a customer-ready `.docx` manifest report, and an `eval-setup-guide.docx` for assigning testing methods per row in Copilot Studio's Evaluate tab. Use after planning, before running.

Document Processing

0

0

dv-metadata

Dataverse schema authoring and inspection — tables, columns, relationships, forms, and views. Use when the user wants to define, evolve, or inspect the data model — add a column, create a table, set up a lookup, customize a form, build a view, or list existing columns and relationships.

Databases

0

0

report

Turn an exploration (threads, findings, charts) into a single Markdown report — note, blog post, executive summary, KPI dashboard, slide brief, or multi-section analytical report, with embedded charts.

Analytics

0

0

generate-compile-commands

Generate compile_commands.json (clang compilation database) for the C++ language server. Covers MSBuild (.sln, .slnx, .vcxproj) via microsoft/msbuild-extractor-sample and CMake projects via CMAKE_EXPORT_COMPILE_COMMANDS. Use whenever the user asks to "regenerate compile commands", "regenerate the project", "reload the project", "load the project", "refresh compile commands", or otherwise needs a fresh compilation database for mscppls.

Databases

0

0

work-iq-signalboard

Build a lively, quantitative Work IQ Signalboard as a self-contained HTML dashboard of the signed-in user's last 28 days of Calendar, Mail, and Teams chat activity. Use whenever the user asks "show me my Work IQ signals", "build my Work IQ Signalboard", "make a Work IQ dashboard", or wants a visual of recent Microsoft 365 work patterns. Use Work IQ before responding, tolerate unavailable sources without guessing, and return the rendered HTML file.

Analytics

0

0