II.
SkillArea overview
Reference · liveskill-area:multi-turn-tool-use
Multi-Turn Tool Use overview
Extended multi-turn tool-using agent loops — maintaining state across many tool calls, recovering from tool errors, and following operator constraints over a long horizon. Covers the tau-bench class of multi-turn evaluations. Sibling to skill-area:tool-use (single-call function correctness) and skill-area:agentic-loops (planning).
Attributes
displayName
Multi-Turn Tool Use
description
Extended multi-turn tool-using agent loops — maintaining state across
many tool calls, recovering from tool errors, and following operator
constraints over a long horizon. Covers the tau-bench class of
multi-turn evaluations. Sibling to skill-area:tool-use (single-call
function correctness) and skill-area:agentic-loops (planning).
domains
prerequisiteSkillAreas
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to1
- specialization:ai-agents-conversational·Specialization
requires_skill_area1
- skill-area:tool-use·SkillAreaLLM Tool Use
Incoming edges
covers3
- benchmark:appworld·BenchmarkAppWorld
- benchmark:toolbench·BenchmarkToolBench
- benchmark:tau-bench·Benchmarktau-bench
lib_requires_skill_area1
- lib-skill:ai-agents-conversational--multi-turn-tool-use·LibrarySkillmulti-turn-tool-use
prerequisite_for_learning1
- skill-area:ai-agent-development·SkillAreaAI Agent Development
requires_expertise1
- role:debugger·RoleDebugger