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Olore Ms Agent Framework Latest

Organization
olorehq
olore-ms-agent-framework-latest

Local Microsoft Agent Framework documentation reference (latest). Microsoft Agent Framework is a comprehensive multi-language (.NET/C# and Python) framework for building, orchestrating, and deploying AI agents and multi-agent workflows with support for MCP servers/clients, durable agents, agent-to-agent communication, and dozens of LLM providers.

Overview

Publisherolorehq
Repositoryolore
Skill nameolore-ms-agent-framework-latest
Stars
103
Forks
6
Bundled files
475
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 475 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by olorehq on GitHub. Read the source before you install it.

Installation

Install the Olore Ms Agent Framework Latest AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/olorehq/olore.git /tmp/olore
mkdir -p .claude/skills
cp -r /tmp/olore/vault/packages/ms-agent-framework/latest .claude/skills/olore-ms-agent-framework-latest
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Olore Ms Agent Framework Latest in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Olore Ms Agent Framework Latest on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Olore Ms Agent Framework Latest is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Microsoft Agent Framework Documentation

Microsoft Agent Framework is a comprehensive multi-language (.NET/C# and Python) framework for building, orchestrating, and deploying AI agents and multi-agent workflows. It supports MCP servers/clients, durable agents, agent-to-agent (A2A) communication, and dozens of LLM providers including OpenAI, Azure OpenAI, Azure AI Foundry, Anthropic, Gemini, Mistral, Ollama, and more.

Quick Reference

TaskEntry Point
Project overviewcontents/README.md
.NET getting startedcontents/dotnet/README.md
Python getting startedcontents/python/README.md
Python first agentcontents/python/samples/01-get-started/README.md
.NET agent samplescontents/dotnet/samples/02-agents/Agents/README.md
MCP integrationcontents/dotnet/samples/02-agents/ModelContextProtocol/README.md
Durable agentscontents/docs/features/durable-agents/README.md
Azure AI Foundry agentscontents/dotnet/samples/02-agents/AgentsWithFoundry/README.md
Agent skillscontents/dotnet/samples/02-agents/AgentSkills/README.md
Python package listcontents/python/PACKAGE_STATUS.md

When to use

Use this skill when the user asks about:

  • Building AI agents in .NET (C#) or Python using Microsoft Agent Framework
  • MCP (Model Context Protocol) server and client implementation
  • Agent-to-agent (A2A) communication and multi-agent orchestration
  • Durable agents and workflows with Azure Durable Functions or Durable Task
  • Azure AI Foundry, Azure OpenAI, or other LLM provider integrations
  • Agent skills, context providers, middleware, and observability
  • Declarative workflow definitions (YAML-based)
  • Hosting agents on Azure Functions or as Foundry-hosted agents
  • Migrating from AutoGen or Semantic Kernel to Agent Framework

How to find information

  1. First, read TOC.md for the complete file listing organized by directory
  2. Identify the relevant section (.NET vs Python, samples vs packages vs docs)
  3. Read the relevant README.md or feature doc for details

TOC.md contains all 385 files organized by directory - always check it first.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

and 140 more files.

Frequently asked questions

What does the Olore Ms Agent Framework Latest AI skill do?

Local Microsoft Agent Framework documentation reference (latest). Microsoft Agent Framework is a comprehensive multi-language (.NET/C# and Python) framework for building, orchestrating, and deploying AI agents and multi-agent workflows with support for MCP servers/clients, durable agents, agent-to-agent communication, and dozens of LLM providers.

Why use Olore Ms Agent Framework Latest on TypingMind?

Because you install it once and use it with any model. Olore Ms Agent Framework Latest is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Olore Ms Agent Framework Latest in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/olorehq/olore/tree/main/vault/packages/ms-agent-framework/latest. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Olore Ms Agent Framework Latest?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Olore Ms Agent Framework Latest?

As many as you like. As long as a model supports skills, you can use Olore Ms Agent Framework Latest with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Olore Ms Agent Framework Latest AI skill free?

Yes. It is published on GitHub by olorehq under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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