Test that all required files exist.

Test telemetry conversation tracking features.

Test telemetry event creation and serialization.

Test creating telemetry events.

Test converting telemetry event to dictionary.

Test that TelemetryEvent supports intent fields.

Test telemetry event creation with signal fields.

Test text fallback generation for all modalities.

Test the core principle: Yesterday's 80% match beats Last Year's 95% match. This demonstrates "The Half-Life of Truth" - recency is rele

Test that retrieval prioritizes high-tier content.

Test that content is properly classified into tiers.

Test tier base weight assignments.

Test that token limits are respected.

Test basic trace logging functionality.

Test trace logging for a failed state.

Test retrieving trace logs.

Test deterministic traffic splitting.

Test trust score calculation

Test UI component generation.

Test updating a turn's AI response.

Test user preference creation and serialization.

Test warm context management (The Persona).

Test watchdog decision making.

Test workflow context and history tracking.

Test workflow definition and validation.

Test workflow handling of failures.

Export as a W3C DID Document.

Build the fill polygon points (line + bottom edge).

Convert to Anthropic tool use format. Returns: Dictionary in Anthropic tool use format.

Convert to numpy array for verification.

Convert to numpy array for verification.

Export identity state for audit logging.

Get the bearer token for Authorization header. Returns: A string in the format ``Bearer <token>``.

Export as a section for compliance report / Annex IV.

Export as LLM-compatible message list.

Serialize policy to a dictionary.

Serialize to dictionary.

Serialize policy to a dictionary.

Serialize to a JSON-compatible dict.

Serialize to a plain dictionary.

Serialise to a plain ``dict`` suitable for JSON output.

Convert rule to dictionary format.

Convert to dictionary.

Convert to dictionary.

Convert to dictionary.

Convert metadata to a dictionary. Returns: Dict containing all metadata fields.

Convert to dictionary for storage.

Convert to dictionary.

Serialize configuration to a dictionary.

Serialize to a dictionary for export.

Serialize to a dictionary for audit logging.

Serialize to a dictionary.

Convert config to dictionary.

Convert to dictionary.

Convert to dictionary.

Convert to dictionary.

Convert to dictionary.

Convert to dictionary.

Serialize to a JSON-compatible dict.

JSON-serializable representation.

Serialize to dict for JSON output.