Module serializer 

Serialization formats for context output. Token-efficient serialization formats for context output.

Structs

CompactFormat

Compressed notation using ~3x fewer tokens than JSON. Format: M|<type>|<salience>|<content>|tags:<comma-separated>

DeltaFormat

Delta format: only changes since last turn.

StructuredFormat

Markdown-like structured format with headers and bullet points.

Traits

ContextSerializer

Trait for serializing context blocks into a string.