Implement two-level research loop, sufficiency ladder, AutoRater, grounded review, pipeline, inspector tools, and graph exploration for high/ultra agentic search modes.
Port Python rag/advanced_rag agentic search to Go: ES-backed dataset-nav service, agentic-search harness, and agent tools. Includes agentic-search port plan and self-review docs.