Chunk text for indexing (e.g. SemanticChunker.chunk).
Optional toolsExisting agent tools to augment; read_memory_page is appended.
Optional nowISO timestamp provider (injected for determinism).
Optional clusterOverride the default by-entity heuristic clusterer.
LLM merge caller for the compiler (caller supplies its configured model).