bicameral-context-sentry

What problem does it solve?

The context sentry provides knowledge graph reconciliation and HITL probing to ensure new decisions are grounded in existing context before flowing into the Bicameral pipeline. It derives search probes, evaluates relationships, and surfaces targeted questions when ambiguities cannot be resolved automatically.

Core Features & Use Cases

• Graph reconciliation: searches the knowledge graph to relate incoming material to existing context and returns a structured reconciliation report with matches, conflicts, and context signals.
• User probing: when ambiguities are detected, it asks targeted questions and collects answers before handing control back to the calling flow.
• Flow integration: designed to be invoked by bicameral-ingest, bicameral-preflight, and bicameral-capture-corrections to maintain alignment across the decision lifecycle.

Quick Start

Run bicameral-context-sentry on a new decision batch to reconcile context and surface any required questions before ingestion.