compact-in-nodes-ordered-by-dependents
IN premise
IN nodes are sorted by descending dependent count so structurally important nodes (those depended on by many others) are emitted first and survive budget truncation.
Summary
Nodes that are still active get listed with the most-connected ones first. This means if space runs out and the list has to be cut short, the beliefs that other beliefs depend on are the ones most likely to be kept, preserving the structural backbone of the network.
Dependents
These beliefs depend on this one:
- compact-budget-controls-output-size — The compact module's token budget reliably constrains total output size
Details
| Source | entries/2026/04/23/reasons_lib-compact.md |