# Build and trace multi-agent workflows with Microsoft Agent Framework

> Compose, orchestrate, and trace production multi-agent workflows with Microsoft Agent Framework.

- Skill: `agentskillexchange/build-and-trace-multi-agent-workflows-with-microsoft-agent-f` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/build-and-trace-multi-agent-workflows-with-microsoft-agent-f`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/build-and-trace-multi-agent-workflows-with-microsoft-agent-f/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/build-and-trace-multi-agent-workflows-with-microsoft-agent-f

---


# Build and trace multi-agent workflows with Microsoft Agent Framework

Compose, orchestrate, and trace production multi-agent workflows with Microsoft Agent Framework.

## Prerequisites

Python or .NET runtime, Microsoft Agent Framework packages, OpenTelemetry-compatible tracing backend when observability is enabled

## Installation

Use the upstream install or setup path that matches your environment:
- pip install agent-framework

Requirements and caveats from upstream:
- Microsoft Agent Framework (MAF) is an open, multi-language framework for building **production-grade AI agents and multi-agent workflows** in **.NET and Python**.
- Microsoft Agent Framework is built for teams taking agents from prototype to production. It provides a consistent foundation for building, orchestrating, and operating agent systems across Python and .NET, while keepi...
- **Python and C#/.NET Support**: Full framework support for both Python and C#/.NET implementations with consistent APIs

Basic usage or getting-started notes:
- are building agents and workflows you expect to run in production,
- [Getting Started](#getting-started)
- bash

- Source: https://github.com/microsoft/agent-framework
- Extracted from upstream docs: https://raw.githubusercontent.com/microsoft/agent-framework/HEAD/README.md

## Documentation

- https://github.com/microsoft/agent-framework

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/build-and-trace-multi-agent-workflows-with-microsoft-agent-framework/)