Skip to content

Multi-turn and multi-agent evaluators

Softprobe role: Softprobe does not implement this family as a Softprobe evaluator. Use a framework that already owns these checks, pin it as a RunnerVersion, and capture the native result bundle. See Ecosystem method families.

Multi-turn evaluators grade dialogue quality, handoffs, collaboration, and simulated-user scenarios using stateful rollout protocols.

What they measure

  • Dialogue coherence across turns
  • Handoff correctness between sub-agents
  • Simulated-user goal completion
  • Role adherence and turn-taking policy

Required evidence

  • Multi-turn Rollout with nested traces
  • Environment step / observe state between turns
  • Role and turn metadata in the framework suite

Configuration

Requires Environment with stateful lifecycle and Subject configured for multi-turn or multi-agent topology. Evaluators may target rollout or case_run score targets.

Resembles

τ-bench-style simulated users, multi-agent orchestration benchmarks, conversational RAG evals.

Extension rule

Ship or pin a framework runner that already owns this method family. Do not add Softprobe scorer plugins, Softprobe Measurement schemas, Softprobe reducers, or Softprobe human-evaluator runtimes.

See Ecosystem method families and Framework runners.

Zero code changes · Full-context visibility · Cost optimization