Module compaction 

Structs

CompactionConfig

Professional Compaction Configuration.

CompactionResult

SessionCheckpoint

Layer 6: Structured Session Memory. Preserves the “Mission Context” across compactions.

SessionCompactionLedger

SessionMemory

SessionVerification

SummaryCompressionBudget

SummaryCompressionResult

Functions

compact_history

compress_summary

compress_summary_text

estimate_compactable_tokens

estimate_tokens

extract_memory

Heuristic extraction of “The Mission” from a set of messages.

should_compact

Returns true when history is large enough to warrant compaction. Pass the model’s context_length and current vram_ratio for adaptive thresholds.