Read corpus coverage, available topics, cutoff and synthetic/live mode before research.

Search original research reports. Return exact evidence, provenance and an evidence_set_id.

Search news AND company announcements within publication dates, including adverse evidence.

List structured investment theses, IDs, dimensions and report evidence for one topic.

Read a known corpus chunk by ID, bounded by the research cutoff. No filesystem paths.

Retrieve subsequent events and verify thesis dimensions; separate facts, expectations and prices.

Build traceable cross-institution research with separate claim/report counts and mixed directions.

Calculate return, volatility and drawdown from local prices; prices do not validate fundamentals.

Validate answer schema and exact quotes against previously returned evidence sets at one cutoff.

answer requires summary, confidence (low/medium/high), insufficient_evidence (boolean), citations [{citation_id, document_id, chunk_id, evidence}], and findings [{title, claim, analysis, citation_ids}]. An insufficient answer has low confidence, empty citations and findings. Validation does not prove semantic entailment.