Module summarizer 

Conversation summarization for thinking context.

Implements episodic memory through LLM-generated conversation summaries. Uses incremental summarization - only sends new messages to the LLM and merges them with the existing summary to save tokens.

Structs

ConversationSummarizer

Generates and caches conversation summaries for episodic memory.

ConversationSummary

Cached conversation summary.

Functions

consolidate_learnings

Extract key learnings from a conversation for playbook consolidation.