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ConversationLog -> Set<SkillUpdate | KnowledgeNode>
Analyze historical conversation transcripts asynchronously to extract structured wiki-style knowledge, identify incomplete tasks, and refine agent skills.
Problem it solves
Agent capabilities remain static unless manually patched, failing to adapt to user patterns or resolve runtime edge cases.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.