Named, versioned, accountable software.

Continuously ranks candidate signals by novelty, consequence, source quality, and duplication risk, then records a bounded reporting brief.

Decomposes a brief into atomic claims, gathers attributable evidence, writes only to the supported scope, and records unresolved questions explicitly.

Checks each consequential claim against source snapshots, locators, dates, primary material, and ownership-aware independence requirements.

Searches for contradictions, omitted context, headline-body divergence, alternative explanations, and source-coordination risk.

Applies the risk tier, harm, privacy, standards, and legal-risk checklist independently and blocks unresolved high-impact defects.

Invokes deterministic database gates, verifies the active policy bundle and emergency-pause state, and records the resulting publication event.

Monitors published claims and sources for material changes, opens correction work with provenance, and never silently rewrites a version.