oracle-researchclaw-bidirectional-intelligence-flow-design

Integration requires bidirectional knowledge flow: at pipeline start, inject prior Oracle intelligence (Vault search + Graphiti query) into ResearchClaw prompts for context priming. At pipeline end, write ResearchClaw outputs (lessons, findings, experiment results) back to Vault via vault_submit_knowledge, Graphiti via add_memory, and Observatory lifecycle events to ar.arjtech.in. ResearchClaw’s Evolution Store time-decay lessons should be mapped to Vault experience records.