SkillResolve-Bench: Measuring and Resolving Same-Capability Ambiguity in Agent Skill Retrieval

1. 1Build a test dataset to evaluate same-capability ambiguity in agent skill retrieval
2. 2Run experiments to measure the execution-risk retrieval of different skill retrievers
3. 3Configure a skill resolver to resolve same-capability ambiguity
4. 4Test the resolver with the test dataset
5. 5Apply the resolver to a real-world agent skill library

AI engineers and researchers working on agent skill libraries can benefit from this knowledge to improve the reliability of their systems. This is crucial for ensuring that the correct skills are retrieved and executed by agents

💡 Same-capability ambiguity can lead to incorrect skill retrieval, which can be mitigated by using a skill resolver

🤖 Improve agent skill retrieval accuracy by resolving same-capability ambiguity! 💡