graphiti-pre-experiment-intelligence-query
Graphiti knowledge graph retains optimization findings across experiments and sessions. Querying Graphiti at experiment start (before first iteration) surfaces prior intelligence — e.g., which prompt structures failed, which metrics proved unstable, which domains required specialized criteria. autoresearch v2.5.0 wires this as the Graphiti Knowledge Compound integration section.