RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources
Microsoft Research
Microsoft Research proposes a method to distill reusable, executable agent skills from human-created multimodal resources such as tutorial videos, organizing them into a hierarchical wiki-based skill library that agents can retrieve, inspect, and compose across software domains like slide design, spreadsheets, CAD, and music production.
Why it matters
Reached 121 upvotes on HuggingFace Daily Papers (2026-07-20); reports +11.9pp average improvement over skill-free agent baselines across seven authoring benchmarks.
Importance: 3/5
Notable agent-skill-learning paper with broad applicability across authoring domains; +1 bump for ≥100 HF Daily upvotes.
Sources
official
HuggingFace Daily Papers, 2026-07-20