SkillOrchestra

Learning to route compound AI systems by discovering transferable skills and per-model competence profiles.

SkillOrchestra discovers skills from contrastive execution traces, profiles which agents handle each skill well, and routes the current request by referring to a learned handbook—turning a collection of agents into a coordinated system that leverages the right expertise at the right time.

Links

See also the publication entry on the publications page.

References

2026

  1. router_perf.png
    SkillOrchestra: Learning to Route Agents via Skill Transfer
    Jiayu Wang, Yifei Ming, Zixuan Ke, Shafiq Joty, Aws Albarghouthi, and Frederic Sala
    Feb 2026