Tools tagged with "Official"

DevOps and CI integration with microsoft/mcp (Fabric.Mcp.Server). Use when publishing packages, managing feed availability, or troubleshooting CI failures.

Design and review guidance for software architecture diagrams (Mermaid, Draw.io). Use when creating, reviewing, or editing diagrams in any markdown documentatio

Formatting and style rules for markdown documentation. Use when generating or editing any project markdown document. Do not use for source code, code comments,

Extract and maintain a domain glossary with canonical terms, ambiguity flags, and relationship mappings. Use when defining domain terms, building a glossary, ha

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

Writing durable workflows in Python using duroxide-python. Use when creating orchestrations, activities, writing tests, or when the user mentions generator work

Socratic guide for engineering practice decisions (DevOps, SRE, CI/CD, branch strategy, observability, IaC). Guides the agent to ask questions based on project

The Engineer skill — deploys Fabric items in dependency-ordered waves and remediates issues found during validation. Use when user says "deploy", "create items"

The Architect skill — designs Microsoft Fabric architectures and produces the FINAL architecture handoff. Use when user says "design architecture", "which task

Collects intake (project name + problem statement), scaffolds the project, infers architectural signals, and produces a Discovery Brief. This is the DEFAULT fir

Synthesizes all pipeline handoffs into a single human-readable project brief. Use when user says "generate docs", "create documentation", "document the project"

Self-healing skill that improves signal mapper keyword coverage and capability coverage (ADR-0002) through iterative problem generation and keyword/capability p

The QA skill — reviews architecture for testability, creates test plans from acceptance criteria, and validates deployments. Use when user says "create test pla

Generates randomized alert test data for the alert management system. Use this when asked to create sample alerts, mock data, or populate the system with test e

Generate compilecommands.json (clang compilation database) for the C++ language server. Covers MSBuild (.sln, .slnx, .vcxproj) via microsoft/msbuild-extractor-s

Branch management for implementation. Use when you need to create a branch, switch branches, checkout, or verify branching strategy before implementing code. Do

Create standardized git commits with Conventional Commits. Use when the user asks to commit changes, generate a commit message, or at the end of an implementati

Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decis

Compact the current conversation into a handoff document for another agent to pick up.

Capture and consult codebase-specific learnings across the lifecycle. Use when an agent encounters a correction loop, review finding, test prerequisite, or recu

Imagery provider adaptation skill for HASTE. Encapsulates provider-specific logic for satellite imagery sources (Planet, Vantor, Airbus, etc.). Use when: 'new i

Verify and create SDD Framework configuration files (.github/copilot-instructions.md, instructions, coding-guidelines, markdownlint). Use when initializing a pr

Verify and create SDD Framework documentation templates (feature spec, migration spec, envisioning, ADR templates). Use when initializing a project or checking

Verify and create community and governance files (SECURITY.md, CONTRIBUTING.md, LICENSE, CODEOFCONDUCT.md). Use when initializing a project and the user wants t

Aurora — Microsoft's foundation model for the Earth system. Use this skill for both inference (regional weather/climate forecasting, Norway example, ERA5/CDS da

Microsoft Research's BioEmu — generates protein conformational ensembles from amino acid sequence on a local GPU. Use when users mention BioEmu by name, want to

Microsoft Research's Dayhoff — generates novel protein sequences and scores variants using hybrid Mamba+Transformer models trained on the 3.34B-sequence Dayhoff

MatterGen workflows for property-conditioned inorganic crystal generation, MatterSim triage, adapter fine-tuning, and Azure AI Foundry hosted deployment. Use wh

Promptions — Microsoft Research's dynamic prompt middleware that turns a user's prompt into ephemeral UI controls (sliders, toggles, selects) they can adjust an

<TODO: Describe what this skill does and when to use it.

Rust↔JS interop architecture in duroxide-node. Use when modifying the napi bridge, adding ScheduledTask types, fixing cross-thread issues, changing tracing dele

Next task suggestion after completing implementation. Use when the developer finishes a task and wants a recommendation for the next one. Do not use during an o

Publishing duroxide-node to npm. Use when releasing a new version, building platform binaries, or publishing to the npm registry.

Generates a hands-on practice exercise for a specified GitHub Copilot feature.

Implementation finalization with PR. Use when implementation is complete and you need to commit, push, or open a pull request. Includes automated reviews and te

Rust↔Python interop architecture in duroxide-python. Use when modifying the PyO3 bridge, adding ScheduledTask types, fixing GIL deadlocks, changing tracing dele