8 tagged toulmin, measured the same way as everything else here.
Browse within: ai-research 8argumentation 8
Agent
Object-layer auditor for one mismatch or one claimed blocker before graph consequences. Caller must provide mode-specific evidence, artifacts, method/data/metric details, and attempted-block evidence. Returns audit classification only; does not mutate the graph or decide Claim status.
Agent
Completion-gate auditor for autonomous research. At the point the agent wants to declare the research done, judges two things across the whole effort — was it exhausted (竭尽全力), and is the outcome worth reporting (价值). Not for single results (use discrepancy-auditor for one mismatch or one blocker). Strict by default…
Agent
You are the primary research agent and the owner of the Toulmin layer. Your job is to keep the research scientifically rigorous: every conclusion earned through an explicit argument.