NevaMind-AI/memU

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Personal memory across agents

Stars: 14.4k
Forks: 1.1k
Open beginner issues: 0
Indexed issues: 64
Avg merge: 2d 23h
Merged PRs (30d): 16

Dominant language: Python
License: No license data
Last GitHub push: Sep 10, 2026
Latest indexed: Sep 20, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

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64 open issues indexed

feat: 支持 developer memorize 按 run 选择 memory / skill evolve Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

NevaMind-AI/memU#697 · Opened Sep 10, 2026
[DISCUSSION] file.top_k documents file count but actually bounds L2 segments Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NevaMind-AI/memU#692 · Opened Sep 3, 2026
[FEATURE] Hybrid BM25 + cosine retrieval (RRF, current retrieve path) Open

Difficulty 5/5 Over a week Newbie friendliness 45/100

NevaMind-AI/memU#689 · Opened Sep 3, 2026
Track host transcript sanitization and private-field filtering Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NevaMind-AI/memU#688 · Opened Sep 3, 2026
[IMPROVEMENT] 持久化 bridging scheduler registration identity Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

NevaMind-AI/memU#647 · Opened Aug 17, 2026
[BUG] urllib HTTPS calls silently fail on Pythons with no CA bundle — events never delivered, spool grows forever Open

area/analytics bug

Difficulty 3/5 1-2 days Newbie friendliness 58/100

NevaMind-AI/memU#633 · 1 comment · Opened Aug 9, 2026
Feature: Fact extraction pipeline (L0 conversation → L1 distilled facts) Open

Difficulty 5/5 Over a week Newbie friendliness 45/100

NevaMind-AI/memU#631 · Opened Aug 7, 2026
Feature: Temporal decay for retrieval scoring Open

Difficulty 5/5 Over a week Newbie friendliness 48/100

NevaMind-AI/memU#630 · 1 comment · Opened Aug 7, 2026
[DISCUSSION] Define OS-scheduled bridging wrapper contract and parity Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

NevaMind-AI/memU#629 · Opened Aug 7, 2026
[MAINTENANCE] Consolidate duplicated OS-scheduled bridging pipeline prompts Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NevaMind-AI/memU#628 · Opened Aug 7, 2026
[REFACTOR] Isolate OS-specific bridging scheduler instructions Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

NevaMind-AI/memU#626 · Opened Aug 6, 2026
Add CLI client analytics and error event reporting Open

area/analytics area/hosts priority/P2 type/feature

NevaMind-AI/memU#613 · 3 comments · 1 assignee · Opened Jul 31, 2026
[BUG] bridging 运行自己的会话也是会话：record seam 每小时挖掘自己的运行记录，prepare 永远不会为空（claude_code / hermes 已实证） Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

NevaMind-AI/memU#606 · 4 comments · Opened Jul 29, 2026
Inject silently no-ops when the agent's runtime PATH lacks the binary (pipx ~/.local/bin + GUI clients); verify gate misses it Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

NevaMind-AI/memU#569 · Opened Jul 25, 2026
Wire Windows scheduler helper to cursor, hermes, and generic hosts Open

area/hosts priority/P2 type/feature

NevaMind-AI/memU#563 · 3 comments · 1 assignee · Opened Jul 24, 2026
Design: a lock for concurrent memorize vs. retrieve on ~/.memu Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NevaMind-AI/memU#544 · 1 comment · Opened Jul 23, 2026
memu-openclaw is going blind: OpenClaw is migrating sessions to SQLite, which this adapter cannot read Open

Difficulty 5/5 Over a week Newbie friendliness 42/100

NevaMind-AI/memU#528 · Opened Jul 20, 2026
[FEATURE] Reference-aware RAG retrieval from category citations Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

NevaMind-AI/memU#478 · Opened Jul 11, 2026
[Feature|DreamMode] Reflect: project-scoped gotchas.md from session history Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NevaMind-AI/memU#475 · 2 comments · Opened Jul 7, 2026
[FEATURE | Memory Graph] 给 MemoryItem 之间加上关联链接（wiki-links） Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

NevaMind-AI/memU#458 · 2 comments · Opened Jun 30, 2026
[BUG] memory_items table's happend_at collumn stores NULL value even though when proper timestamp provided in messages. Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 52/100

NevaMind-AI/memU#428 · 1 comment · Opened Jun 10, 2026
Feature Request: Support for multiple/custom embedding columns on MemoryItemModel Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NevaMind-AI/memU#408 · 1 comment · Opened Apr 21, 2026
Possible complementary direction: SkillClaw as a long-term skill lifecycle layer Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

NevaMind-AI/memU#406 · 1 comment · Opened Apr 17, 2026
[FEATURE] How do I use it as a Claude code plugin? Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

NevaMind-AI/memU#387 · 1 comment · Opened Mar 18, 2026
[BUG] [SECURITY] Arbitrary local file read via `resource_url` in `LocalFS.fetch()` Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 48/100

NevaMind-AI/memU#385 · 1 comment · Opened Mar 16, 2026
[BUG] [SECURITY] SSRF read via `resource_url` in `LocalFS.fetch()` Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 48/100

NevaMind-AI/memU#384 · 1 comment · Opened Mar 16, 2026
[FEATURE] 支持subagent快捷配置不？ Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

NevaMind-AI/memU#383 · Opened Mar 15, 2026
Memory integrity verification: detecting drift in long-running agent memories Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

NevaMind-AI/memU#381 · 3 comments · 1 reaction · Opened Mar 12, 2026
[FEATURE] Add OpenClaw QQ Bot Integration Support Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

NevaMind-AI/memU#367 · Opened Mar 1, 2026
Feature Request: Support for Multiple LLM Models (Text + Vision) Open

Difficulty 5/5 Over a week Newbie friendliness 45/100

NevaMind-AI/memU#365 · 2 comments · 1 reaction · Opened Feb 28, 2026
[IMPROVEMENT] Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 28/100

NevaMind-AI/memU#363 · Opened Feb 27, 2026
Research: ENGRAM compaction + HIPPOCAMPUS indexing — benchmarks & papers from an OpenClaw fork Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

NevaMind-AI/memU#361 · 3 comments · Opened Feb 26, 2026
Proposal: Add BoxLite integration/use-case entry (optional sandbox path) Open

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

NevaMind-AI/memU#360 · Opened Feb 26, 2026
[BUG] Memorize Task 失败：ActivityError('Activity task failed') Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 30/100

NevaMind-AI/memU#356 · Opened Feb 25, 2026
[FEATURE] 支持代理配置 Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

NevaMind-AI/memU#349 · Opened Feb 24, 2026
[IMPROVEMENT] add Openrouter to list in gui Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 42/100

NevaMind-AI/memU#345 · 1 comment · Opened Feb 21, 2026
Feature Request: Memory Deletion API & Multi-language Support for Cloud API Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

NevaMind-AI/memU#342 · Opened Feb 20, 2026
[BUG] 为 memU bot 接入阿里云百炼API，出现Error: 404 status code (no body) Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

NevaMind-AI/memU#341 · 1 comment · Opened Feb 18, 2026
Theoretical Proposal: Moving towards a "Trinity" Cognitive Architecture (Global Intuition + Hierarchical Mapping + Synaptic Reasoning) Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 18/100

NevaMind-AI/memU#337 · 2 reactions · Opened Feb 16, 2026
[BUG] 使用程序内置第三方ai配置，配置好了聊天报404错误 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

NevaMind-AI/memU#336 · 1 comment · Opened Feb 13, 2026
[FEATURE] ADD documentation to Run UI interface in Linux Open

enhancement

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

NevaMind-AI/memU#332 · Opened Feb 10, 2026
[BUG] Cannot get to connect to postgres Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

NevaMind-AI/memU#331 · 2 comments · Opened Feb 10, 2026
[BUG] Documentation example using MemUService causes ImportError Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

NevaMind-AI/memU#329 · Opened Feb 10, 2026
[BUG] Error: 404 status code (no body) Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

NevaMind-AI/memU#327 · 2 comments · Opened Feb 10, 2026
[BUG] 接入GLM 4.7存在Base URL报错 Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

NevaMind-AI/memU#325 · 3 comments · Opened Feb 10, 2026
[BUG] Voice Memos Not Transcribed - AI Agent Cannot Process Audio Messages Open

bug

Difficulty 5/5 Over a week Newbie friendliness 35/100

NevaMind-AI/memU#321 · Opened Feb 8, 2026
[BUG] Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 32/100

NevaMind-AI/memU#319 · Opened Feb 8, 2026
Bug: InMemory/SQLite backends fail with missing resource_id Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

NevaMind-AI/memU#318 · Opened Feb 8, 2026
[FEATURE] does memubot support Openai compatible LLM Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

NevaMind-AI/memU#317 · 3 comments · 1 reaction · Opened Feb 7, 2026
[FEATURE] 是否可以作为单独的插件嵌入其他Agent中 Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

NevaMind-AI/memU#315 · Opened Feb 7, 2026

NevaMind-AI/memU

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