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.
Resolves scheduling collisions with Microsoft Graph Calendar endpoints like `/me/events`, `/calendarView`, and `findMeetingTimes`.
Use one manifest to reproduce agent setup across repositories so skills, prompts, plugins, and config stop drifting from machine to machine.
Generate or modify run commands for the current session. Use when the user wants to set up or update run commands that appear in the session's Run button.
Zoom Meeting SDK for Windows - Native C++ SDK for embedding Zoom meetings into Windows desktop applications.
Manage Power BI report workspace items in Microsoft Fabric via `az rest` CLI against the Fabric REST API.
Adds Azure DevOps connector to a Power Apps code app. Use when querying work items, creating bugs, managing pipelines, or making ADO API calls.
How to install a VS Code extension from an extension ID. Useful when the user wants to add new capabilities to their VS Code environment by installing extensions.
One-step setup for a Dataverse environment — installs tools, authenticates, registers the MCP server, and writes `.env`.
OMX 스킬을 활용하는 Codex 다중 세션 스폰 오케스트레이터. PRD/태스크 파일을 스캔하여 각각 독립 git worktree + psmux 세션���로 Codex를 full-auto 실행한다.
Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL.md, copilot-instructions.md, AGENTS.md).
Use when the user asks to create a CodeTour .tour file — persona-targeted, step-by-step walkthroughs that link to real files and line numbers.
Best practices for Flask web development including routing, blueprints, and testing.
Domain patterns for ML/AI serving and training systems — model serving, feature stores, training pipelines, experiment tracking, A/B testing, GPU scheduling, and failure modes.
Build and embed a React widget into a Jekyll blog post as a self-contained HTML file
TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling.
Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based…
Comprehensive setup steps to help the user create complete project structures in a VS Code workspace; this tool is designed for full project initialization and scaffolding, not…
Security-role assignment, user access, application users, business units, and admin self-elevation in Dataverse environments.
Surfaces PAC CLI upload errors and Dataverse async operation errors, pattern-matches against a known failure catalog, and optionally auto-fixes identified issues.
Adds Microsoft Copilot Studio connector to a Power Apps code app. Use when invoking Copilot Studio agents, sending prompts to agents, or integrating agent responses.
Reactor essentials in one place — React-to-Reactor mental model, minimal app shape, hooks, the most-used factories, the critical gotchas, and project setup.
Index private text into graph-backed retrieval structures, tune prompts, and query the resulting knowledge graph for RAG workflows.
Use when implementing user interfaces or user experiences - guides through exploration of design variations, frontend setup, iteration, and proper integration
Use TinyTroupe when an agent should run simulated persona panels, synthetic interviews, or offline audience reactions before spending on campaigns, launches, or user research.
**WORKFLOW SKILL** — Deploy Aspire apps from AppHost models to Docker Compose, Kubernetes, Azure, or AWS.
TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling.
Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.
Analyze Fabric Data Warehouse performance via CLI using sqlcmd and queryinsights views. Diagnose slow queries, SQL pool pressure, cache coldness, and recommend clustering keys.
Build a Prompt Flow graph, run interactive and batch tests, inspect traces and evaluation metrics, and promote only reviewed LLM workflow versions.
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, group, join, or…
Correctly call native (C/C++) libraries from .NET using P/Invoke and LibraryImport. Covers function signatures, string marshalling, memory lifetime, SafeHandle, and cross-platform…
Adds Microsoft Teams connector to a Power Apps code app. Use when sending Teams messages, posting to channels, or integrating with Teams chat.
Analyze V8 heap snapshots to investigate memory leaks and retention issues. Use when given .heapsnapshot files, asked to compare before/after snapshots, asked to find what retains…
Run deterministic governance checks and policy verification before agents get real autonomy, so risky tool use and weak runtime evidence are caught early.
Check for skills-for-fabric marketplace updates at session start. Compares local version against GitHub releases and shows changelog if updates are available.
WorkIQ - Microsoft 365 tool surface for agents. Use for any workplace question or write action where data lives in M365.
Populates Dataverse tables with sample records for testing and demoing a Power Pages site. Use when the user wants to add sample data, seed data, generate test records, or insert…
Adds Office 365 Outlook connector to a Power Apps code app. Use when accessing calendars, sending emails, reading inbox, or managing Outlook events.
Creates, edits, and manages Power Pages Server Logic files — server-side JavaScript that runs securely on the Power Pages runtime.
Use only as the composed drive-to-merge stage of an APM batch orchestrator (batch-bug-shepherd, apm-issue-autopilot) that has already selected ONE open pull request in…
Python testing framework with powerful fixtures, parametrization, extensive plugin ecosystem, and support for async, Django, Flask testing
Execute authoring T-SQL (DDL, DML, data ingestion, transactions, schema changes) against Microsoft Fabric Data Warehouse and SQL endpoints from agentic CLI environments.
Automated email triage using Microsoft Graph API and @azure/msal-node for OAuth. Classifies messages with zero-shot classification, applies Outlook rules, and manages focused…
Activate for OSS adoption work -- README conversion surfaces, quickstart, templates, release announcements, contributor funnel, story angles -- and any update to the maintained…
Ensure renamed built-in tool references preserve backward compatibility. Use when renaming a toolReferenceName, tool set referenceName, or any tool identifier.
Build a repeatable text-to-audio workflow around Azure OpenAI Realtime streaming, PCM collection, WAV conversion, and frontend playback for podcast-style output.
Explains how to develop Playwright - add APIs, MCP tools, CLI commands, and vendor dependencies.
Evaluates whether a user's modernization/rewrite request provides enough scenario context to proceed (e.g., target component library, screenshots, design system for frontend; API…
**WORKFLOW SKILL** - First-run flow for adding Aspire to a repo. Picks `aspire new` (greenfield) or `aspire init` (existing repo), drops the AppHost skeleton, then hands off to…
Triages Outlook inboxes using Microsoft Graph API v1.0 with delta query support for incremental mail sync.
Parse screenshots into structured UI elements so computer-use agents can reason about controls before acting.
Generate correct pg_durable SQL code for durable function workflows. USE WHEN: writing pg_durable DSL, creating durable functions, using df.start(), composing ~> |=> & | ?> !> @>…
Run Microsoft's eval-recipes benchmarks to validate amplihack improvements against baseline agents. Auto-activates when testing improvements, running evals, or benchmarking…
Interactive browser skill for logged-in flows, dynamic pages, and session-aware site operations.
Use Fabric RTI MCP when an agent needs tool-callable access to Microsoft Fabric Real-Time Intelligence services such as Eventhouse, Eventstreams, Activator, and Map instead of…
Creates Dataverse tables, columns, and relationships for a Power Pages site based on a data model proposal.
Skill for building CLI applications on the Amplifier platform. Teaches amplifier-foundation patterns as the source of truth for composable AI application development.
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL.md, copilot-instructions.md,…
Safe terminal command patterns — backtick escaping, output capture, and hang prevention