RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources
The paper claims agents can turn tutorial videos, code, articles, and reference artifacts into reusable executable skills.
RESOURCE2SKILL builds a hierarchical “Skill Wiki” that stores text, code, visual examples, metadata, and provenance together. At inference time, agents retrieve and compose those skills, and can add new ones online when coverage is thin. The authors report an average +11.9 percentage-point gain over no-skill agents across seven authoring domains. HF Daily Papers' note
RESOURCE2SKILL builds a hierarchical “Skill Wiki” that stores text, code, visual examples, metadata, and provenance together. At inference time, agents retrieve and compose those skills, and can add new ones online when coverage is thin. The authors report an average +11.9 percentage-point gain over no-skill agents across seven authoring domains. HF Daily Papers' note
score 5