Unverified50% confidenceOpinionExact time
MuscleMemory emphasizes automatically accumulating procedural memory from execution, which is fundamentally different from static, manually written few-shot examples.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/16/2026
First Seen
Valid until: 1/14/2027
Sources
MuscleMemory: An Open-Source Procedural Memory for AI Agents
hackernewshackernews10/16/2026
Related Entities
Related Claims
UnverifiedMultiple memory mechanisms combined with a few-step generator enable smooth scene continuation rather than abrupt switching when instructions change, supporting instant instruction switching capability.72% similarUnverifiedVector stores recall memory entries by semantic similarity, and malicious instructions are automatically brought into context as long as they are semantically close to the current task.71% similarUnverified程序性记忆(Procedural Memory)指将成功执行过的操作步骤固化为可复用的工具或策略69% similarUnverified分层记忆架构借鉴认知科学中Atkinson-Shiffrin记忆模型,将Agent记忆分为感觉记忆、工作记忆和长期记忆68% similarUnverifiedRelevance retrieval and timeliness management are two mechanisms that need to be designed in conjunction, yet most existing Agent memory implementations only address the former.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1044113API
curl https://kongchang.com/api/v1/knowledge/claims/1044113MCP
get_claim(id=1044113)