Omni-IO Skills: Harnessing Your Agent Omni-Native
Omni-IO Skills gives existing agents full multimodal coverage, raising GPT-5.6 Sol and Claude Sonnet 5 to 100% UniM-90 support.
Omni-IO Skills is a plug-and-play agent harness that adds hierarchical skills, a standardized multimodal execution interface, dependency-aware orchestration, and a persistent Asset Registry without changing the host agent's reasoning core. Declare Execution Graphs schedule independent operations concurrently and register outputs for later reuse. Its 27 skills cover 38 tasks across seven modalities. On UniM-90, input support for GPT-5.6 Sol and Claude Sonnet 5 rises from 40.00% and 38.89% to 100%, while Semantic-Quality Coupled Score rises from 26.99 to 74.94 and from 27.82 to 77.78.
- Twenty-seven skills cover understanding, generation, reasoning, and retrieval.
- Execution graphs run independent multimodal operations concurrently and reuse assets.
- GPT-5.6 Sol and Claude Sonnet 5 reach 100% UniM-90 input support.
- Coupled quality scores rise to 74.94 and 77.78 without changing the core.
- Products
- Omni-IO SkillsUniM-90
- AI models
- GPT-5.6 SolClaude Sonnet 5
From the original article
1 min read at huggingface.co
General-purpose agents can plan, reason, and act over long horizons, yet their production capabilities remain fragmented across text, images, audio, video, documents, 3D assets, and code.
By Yanlin Li, Mingyang Hao, Shengqiong Wu · huggingface.co
A short excerpt; the article and its images belong to the publisher. Summary, key facts and assessment above are AI-written from the article and can be wrong.