Search beliefs and source documents with IDF-ranked results. No LLM call, sub-second response.

This is the recommended search tool. It runs dual-path retrieval across the belief network and source document chunks, returning pre-ranked context ready for synthesis. Use this instead of calling search + list_beliefs + get_entry separately.

Args: query: The question or search terms project: Project name or UUID (uses default if empty)

Ask a question and get an LLM-synthesized answer grounded in the knowledge base.

Uses the server's LLM to synthesize an answer from beliefs and source documents. Slower than deep_search but returns a ready-to-use answer.

Args: question: The question to ask project: Project name or UUID (uses default if empty)

Full-text search across beliefs, entries, and source documents.

Returns matching beliefs (with IN/OUT truth values), entry titles, and source chunk snippets.

Args: query: Search terms project: Project name or UUID (uses default if empty)

Explain why a belief is IN or OUT by tracing its justification chain.

Shows what supports this belief, what assumptions it rests on, and what would change if it were retracted.

Args: node_id: The belief ID to explain project: Project name or UUID (uses default if empty)

Simulate retracting or asserting a belief without modifying the database.

Shows the cascade: which beliefs would go OUT (retract) or come back IN (assert). Use this to understand the impact of changing a belief.

Args: node_id: The belief ID to simulate action: "retract" or "assert" project: Project name or UUID (uses default if empty)

Get full details for a specific belief including justifications and dependents.

Args: node_id: The belief ID project: Project name or UUID (uses default if empty)

List beliefs in the knowledge base.

Args: status: Filter by truth value -- "IN", "OUT", or empty for all project: Project name or UUID (uses default if empty)

List all available expert knowledge bases with belief, entry, and source counts.

List analysis entries (reports, findings, assessments).

Args: topic: Filter by topic slug, or empty for all entries project: Project name or UUID (uses default if empty)

Read the full content of an analysis entry.

Args: entry_id: The entry ID project: Project name or UUID (uses default if empty)