| Count speaking turns or completed canvas boxes as the answer. | Trace the receiving conclusion through the actual reasoning. |
| Treat all facilitators as content-free moderators. | Establish the capabilities the particular facilitator supplies; obtain another contribution only where needed. |
| Treat agreement as evidence for a subject claim. | Use the corresponding professional inference or inquiry. |
| Generalize from separately successful components. | Examine the interaction and conditions on which whole-use depends. |
| Add more sources or AI agents without filling the missing relation. | Name the absent construction and obtain the contribution that performs it. |