microsoft/Resource2Skill

A general framework for distilling human-created multimodal resources into reusable, executable skills that AI agents can browse, compose, and run, validated across diverse domains including web, PowerPoint, Excel, Blender, CAD, Unreal Engine 5, and REAPER-based music production.

What it solves

Resource2Skill addresses the challenge of turning static, human-created instructional materials—such as tutorial videos, articles, and code—into executable skills that an AI agent can actually use to perform complex tasks in professional software tools.

How it works

The system distills knowledge from multimodal resources into a library of reusable skills. At runtime, a software agent browses a structured "skills wiki" and utilizes a skills library to execute actions through domain-specific MCP servers. This allows the agent to compose and run these skills to generate high-fidelity outputs across various software domains.

Who it’s for

It is designed for developers and researchers building AI agents capable of operating professional creative and productivity software, such as web browsers, presentation tools, spreadsheets, 3D modeling software, and digital audio workstations.

Highlights

  • Multimodal Distillation: Converts tutorials and reference artifacts into runnable agent skills.
  • Cross-Domain Support: Works across Web, PowerPoint, Excel, Blender (3D), and REAPER (audio).
  • **Executable Runtime: Includes a runnable runtime and skill libraries for immediate deployment.
  • Professional Tool Integration: Produces editable .pptx decks, Excel workbooks, Blender scenes, and rendered WAV audio files.

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