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Notes on skills
3 notes
Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI
The preprint studies a Builder model that learns to construct better execution environments for a frozen Target model. Its Meta-Skill encodes when support is needed and what resources to provide; the Builder learns…
Report: Progressive Disclosure of Agent Skills
The report describes a Workday deployment context in which named procedures, or skills, are added to an LLM agent's context. It evaluates progressive disclosure (lazy-loading) of skills as a way to control the cost of…
Up and Down the Abstraction Ladder: Code-Based Skills for Language Agents
The preprint studies reusable code-based skills for agents that otherwise must repeatedly choose low-level actions. In NetHack, the authors compare primitive actions, semantic skills, and combinations of both across…
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