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URL: http://github.com/MemTensor/MemOS/pulls

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Pull requests: MemTensor/MemOS

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Pull requests list

fix(embedder): safe 3072-token default + token-aware truncation area:core MOS 编排层 / 框架底座 / 跨模块问题 area:model llm + embedder + reranker status:in-progress Someone or AI is working on it | 人工或 AI 正在处理
#2190 opened Jul 31, 2026 by RerankerGuo Contributor Loading…
@endxxxx
2
fix(chunkers): resolve missing protect_urls in SimpleTextSplitter fallback area:core MOS 编排层 / 框架底座 / 跨模块问题 status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2189 opened Jul 31, 2026 by RerankerGuo Contributor Loading…
@endxxxx
2
fix(embedding): add foreground-priority gate to prevent turn.start starvation area:plugin OpenClaw & Hermes status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2187 opened Jul 29, 2026 by pittosporum-seu Loading…
6 of 14 tasks
1
@endxxxx
2
fix: add numerical stability safeguards to CosineLocalReranker area:core MOS 编排层 / 框架底座 / 跨模块问题 status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2183 opened Jul 29, 2026 by RerankerGuo Contributor Loading…
8 tasks done
1
@endxxxx
4
feat: add enable_thinking support for OpenAI-compatible providers area:core MOS 编排层 / 框架底座 / 跨模块问题 area:model llm + embedder + reranker status:in-progress Someone or AI is working on it | 人工或 AI 正在处理
#2181 opened Jul 29, 2026 by RerankerGuo Contributor Loading…
11 tasks done
1
@endxxxx
4
fix: UniversalAPIEmbedder now passes embedding_dims to API calls area:model llm + embedder + reranker status:in-progress Someone or AI is working on it | 人工或 AI 正在处理
#2180 opened Jul 28, 2026 by RerankerGuo Contributor Loading…
11 tasks done
1
@endxxxx
4
fix: correct memory_len in log_working_memory_replacement area:scheduler 调度模块 status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2176 opened Jul 28, 2026 by RerankerGuo Contributor Loading…
7 tasks done
1
@endxxxx
2
feat(graph_db): implement Neo4j fulltext search for TreeTextMemory compatibility area:database graph_db + vector_db | 图数据库与向量数据库 status:in-progress Someone or AI is working on it | 人工或 AI 正在处理
#2168 opened Jul 25, 2026 by Timelovers Loading…
6 of 7 tasks
@bittergreen @endxxxx
8
Add MCP Toplist rank badge area:docs 文档、示例 status:in-progress Someone or AI is working on it | 人工或 AI 正在处理
#2163 opened Jul 25, 2026 by chrstphe Loading…
@bittergreen
2
fix: prevent memory drift for referential queries in fast mode area:api 云服务 / FastAPI / OpenAPI / MCP area:core MOS 编排层 / 框架底座 / 跨模块问题 area:docs 文档、示例 area:memory 记忆存储、检索、更新、召回逻辑 area:plugin OpenClaw & Hermes status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2154 opened Jul 23, 2026 by Zhe-SH-CN Loading…
7 tasks done
1
@bittergreen
4
feat: write-path content-hash dedup for MemoryManager.add area:core MOS 编排层 / 框架底座 / 跨模块问题 area:memory 记忆存储、检索、更新、召回逻辑 status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2153 opened Jul 23, 2026 by Zhe-SH-CN Loading…
7 tasks done
1
@bittergreen
3
fix: ensure gateway restarts on install failure via ERR trap area:api 云服务 / FastAPI / OpenAPI / MCP area:core MOS 编排层 / 框架底座 / 跨模块问题 area:docs 文档、示例 area:plugin OpenClaw & Hermes status:in-progress Someone or AI is working on it | 人工或 AI 正在处理
#2152 opened Jul 23, 2026 by Zhe-SH-CN Loading…
6 tasks done
1
@bittergreen
2
Fix #1273: bug: Thread leak in searcher._retrieve_paths causes container thread exhaustion ai:generated Generated or modified by AI | 由 AI 生成或修改 area:memory 记忆存储、检索、更新、召回逻辑 status:in-progress Someone or AI is working on it | 人工或 AI 正在处理
#2134 opened Jul 21, 2026 by Memtensor-AI Collaborator Loading…
4 of 17 tasks
@bittergreen
3
feat: add OceanBase/seekdb vector and graph storage providers area:api 云服务 / FastAPI / OpenAPI / MCP area:core MOS 编排层 / 框架底座 / 跨模块问题 area:database graph_db + vector_db | 图数据库与向量数据库 status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2130 opened Jul 20, 2026 by Evenss Loading…
9 of 11 tasks
1
@bittergreen
7
fix(polardb): escape id/user_name in get_children_with_embeddings to prevent Cypher injection area:database graph_db + vector_db | 图数据库与向量数据库 status:in-progress Someone or AI is working on it | 人工或 AI 正在处理 status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2124 opened Jul 19, 2026 by sebastionoss Loading…
5 of 8 tasks
3
Fix #2121: [Bug] memos-local-plugin: embedding source text exceeds embedding-3's 3072-token ai:generated Generated or modified by AI | 由 AI 生成或修改 area:plugin OpenClaw & Hermes status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2123 opened Jul 19, 2026 by Memtensor-AI Collaborator Loading…
4 of 17 tasks
2
Fix #2115: fix: SimpleTextSplitter fallback 在文件解析链路中报错：缺少 protect_urls ai:generated Generated or modified by AI | 由 AI 生成或修改 area:core MOS 编排层 / 框架底座 / 跨模块问题 status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2116 opened Jul 16, 2026 by Memtensor-AI Collaborator Loading…
4 of 17 tasks
@ZongYue99
4
ci: create GitHub Release for OpenClaw local plugin publish area:core MOS 编排层 / 框架底座 / 跨模块问题 status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2111 opened Jul 15, 2026 by Memtensor-AI Collaborator Loading…
@ZongYue99
4
Fix #2103: fix: Search_memories在默认dedup=mmr下调试用 info 日志打印完整 embedding 向量 ai:generated Generated or modified by AI | 由 AI 生成或修改 area:memcube GeneralMemCube / cube 生命周期 / cube 配置 status:ready Ready for implementation; waiting for assignee or AI dispatch | 可进入实现，等待认领或派发
#2110 opened Jul 15, 2026 by Memtensor-AI Collaborator Loading…
4 of 17 tasks
@ZongYue99
5
fix: pidIsAlive self-PID check for stale lock detection area:plugin OpenClaw & Hermes
#2099 opened Jul 12, 2026 by 34262315716 Contributor Loading…
1
@CarltonXiang
feat: add Keenable as a configurable internet search backend area:memory 记忆存储、检索、更新、召回逻辑
#2072 opened Jul 7, 2026 by ilya-bogin-keenable Loading…
@bittergreen
1
fix: batch missing search embeddings area:api 云服务 / FastAPI / OpenAPI / MCP
#2041 opened Jul 2, 2026 by RerankerGuo Contributor Loading…
7 of 10 tasks
1
@bittergreen
5
feat: route composite cube writes by responsibility area:memcube GeneralMemCube / cube 生命周期 / cube 配置
#2022 opened Jul 1, 2026 by RerankerGuo Contributor Loading…
1
@bittergreen
4
fix: skip unresolved skill memory updates area:memory 记忆存储、检索、更新、召回逻辑
#2021 opened Jul 1, 2026 by RerankerGuo Contributor Loading…
1
@bittergreen
4
fix: keep fast memories when fine transfer fails area:scheduler 调度模块
#2020 opened Jul 1, 2026 by RerankerGuo Contributor Loading…
1
@wustzdy
4
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