SOURCE-LINKED INTELLIGENCE
SkillAA: Attribution-Guided Skill-Graph Updating with Targeted Validation and Rollback
External skills provide domain procedures without parameter updates, but existing methods often edit skills directly from failed rollouts without structured routing from an observed failure to an editable location; existing skill graphs also underuse semantic boundaries, object addresses, and topological dependencies for skill retrieval, targeted updating, and scoped validation. We introduce SkillAA (Skill Abductive Attribution), a structured skill-optimization framework for frozen language models. It represents skill applicability, execution, and composition in a unified graph, allowing the s
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Evidence & attribution
- arXiv · AI, language, vision and robotics · 2026-09-17T14:20:45.000Z
- arXiv · Artificial Intelligence · 2026-09-17T14:20:45.000Z
First collected: 2026-09-19T20:26:32.566Z. This is not the publication date.