Iterator-Based Reasoning

Documentation status: guide — see Maturity and evidence.

Iterators provide the low-level counterpart to H-Logic queries.

Use cases

• find relations around a node;
• retrieve relevant concepts;
• implement local graph reasoning;
• follow workflow paths;
• explore hypotheses;
• compare layers.

Typical iterators

BasicTypedConceptIterator
StructuralPatternIterator

Iterator-based reasoning is useful when an agent needs a deterministic traversal rather than probabilistic LLM inference.