Unverified50% confidenceFactExact time
Super Agent's memory design includes two mechanisms: Inline (reading task summaries of other recent related Sessions) and Spill (keeping long content outside the conversation window and expanding it when needed).
1
Sources
50%
Confidence
Long-term
Relevance
11/1/2026
First Seen
Sources
Deepseek Open-Sources Super Agent Architecture: Letting Agents Manage Agents
bilibili林卡比V2-511/1/2026
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Related Claims
VerifiedAn agent's long-term memory can be subdivided into three categories: episodic memory, semantic memory, and procedural memory.70% similarUnverifiedSuperagent's conversation sidebar features grouping, persistence, and non-focus-stealing behavior.70% similarUnverifiedAn Agent Loop's memory is not unlimited; when the task chain is very long, memory needs to be managed through summary compression, external vector database retrieval, or sub-Agent isolation to cope with context window overflow.69% similarVerifiedMemory injection consumes context tokens, which is a trade-off of spending tokens to reduce tool-call conversation turns and the need to search through content.69% similarUnverifiedWhat information goes into the context window, what is persisted to external storage, and what is simply discarded—this decision about the boundary between state and memory directly affects the Agent's performance on long tasks.68% similar
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