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回合末或 master 说「记住」时，将 1–3 条可检索事实写入 memory_entries（memory_upsert），文件 MEMORY.md 仅保留纲领。
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Based on SOC occupation classification
| name | memory-consolidate |
| description | 回合末或 master 说「记住」时，将 1–3 条可检索事实写入 memory_entries（memory_upsert），文件 MEMORY.md 仅保留纲领。 |
| tools | ["memory_upsert","memory_search"] |
memory_search 查重，避免重复写入同 key。memory_upsert 写入 1–3 条，每条：
key：稳定标识，如 capability:hard_orchestration_v1、preference:languagecontent：一句可检索事实（≤200 字）scope：默认 global；会话专属用 sessionsource：skill:memory-consolidatedata/memory/global/MEMORY.md；纲领性架构说明才写文件层。memory_upsert(
key="capability:hard_orchestration_v1",
content="shipped",
scope="global",
tags=["l4","orchestration"]
)
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