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Title: GitHub - slow-stack/mneme: 🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Local SQLite + Markdown mirrors, autoDream consolidation, 4-way recall (keyword/vector/BM25/entity), and a memory panel. 10 model tools, MCP server, CLI. · GitHub

Open Graph Title: GitHub - slow-stack/mneme: 🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Local SQLite + Markdown mirrors, autoDream consolidation, 4-way recall (keyword/vector/BM25/entity), and a memory panel. 10 model tools, MCP server, CLI.

X Title: GitHub - slow-stack/mneme: 🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Local SQLite + Markdown mirrors, autoDream consolidation, 4-way recall (keyword/vector/BM25/entity), and a memory panel. 10 model tools, MCP server, CLI.

Description: 🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Local SQLite + Markdown mirrors, autoDream consolidation, 4-way recall (keyword/vector/BM25/entity), and a memory panel. 10 model tools, MCP server, CLI. - slow-stack/mneme

Open Graph Description: 🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Local SQLite + Markdown mirrors, autoDream consolidation, 4-way recall (keyword/vector/BM25/entity), and a memory panel. 10 mod...

X Description: 🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Local SQLite + Markdown mirrors, autoDream consolidation, 4-way recall (keyword/vector/BM25/entity), and a memory panel. 10 mod...

Opengraph URL: https://github.com/slow-stack/mneme

X: @github

direct link

Domain: github.com

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Links:

Skip to content	https://github.com/slow-stack/mneme#start-of-content
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ActionsCI/CD and automation	https://github.com/features/actions
Code QualityQuality analysis, fixes, and enforcement	https://github.com/features/code-quality
CodespacesCloud development environments	https://github.com/features/codespaces
Code SecurityVulnerability detection and remediation	https://github.com/security/advanced-security/code-security
Secret ProtectionSecret scanning and leak prevention	https://github.com/security/advanced-security/secret-protection
All Features	https://github.com/features
Documentation	https://docs.github.com/en
Training	https://learn.github.com/skills
Certifications	https://learn.github.com/credentials
Build with Copilot	https://github.com/features/ai
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Reload	https://github.com/slow-stack/mneme
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slow-stack	https://github.com/slow-stack
mneme	https://github.com/slow-stack/mneme
Code	https://github.com/slow-stack/mneme
Issues16 (16)	https://github.com/slow-stack/mneme/issues
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www.npmjs.com/package/@modusensus/dsh-mneme	https://www.npmjs.com/package/@modusensus/dsh-mneme
agent-memory	https://github.com/topics/agent-memory
agent-memory-system	https://github.com/topics/agent-memory-system
agentic-ai	https://github.com/topics/agentic-ai
autodream	https://github.com/topics/autodream
claude	https://github.com/topics/claude
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deepseek-harness	https://github.com/topics/deepseek-harness
dsh-plugin	https://github.com/topics/dsh-plugin
knowledge-management	https://github.com/topics/knowledge-management
llm	https://github.com/topics/llm
long-term-memory	https://github.com/topics/long-term-memory
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memory-consolidation	https://github.com/topics/memory-consolidation
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persistent-memory	https://github.com/topics/persistent-memory
rag	https://github.com/topics/rag
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CONTRIBUTING.md	https://github.com/slow-stack/mneme/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/slow-stack/mneme/blob/main/CONTRIBUTING.md
LICENSE	https://github.com/slow-stack/mneme/blob/main/LICENSE
LICENSE	https://github.com/slow-stack/mneme/blob/main/LICENSE
README.md	https://github.com/slow-stack/mneme/blob/main/README.md
README.md	https://github.com/slow-stack/mneme/blob/main/README.md
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SECURITY.md	https://github.com/slow-stack/mneme/blob/main/SECURITY.md
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pnpm-workspace.yaml	https://github.com/slow-stack/mneme/blob/main/pnpm-workspace.yaml
zizmor.yml	https://github.com/slow-stack/mneme/blob/main/zizmor.yml
zizmor.yml	https://github.com/slow-stack/mneme/blob/main/zizmor.yml
README	https://github.com/slow-stack/mneme
Code of conduct	https://github.com/slow-stack/mneme
Contributing	https://github.com/slow-stack/mneme
MIT license	https://github.com/slow-stack/mneme
Security	https://github.com/slow-stack/mneme
	https://github.com/slow-stack/mneme/blob/main/images/mneme-readme-hero.png
	https://github.com/slow-stack/mneme#dsh-mneme
	https://www.npmjs.com/package/@modusensus/dsh-mneme
	https://www.npmjs.com/package/@modusensus/dsh-mneme
	https://github.com/slow-stack/mneme/blob/main/LICENSE
	https://github.com/slow-stack/mneme/actions
	https://nodejs.org
	https://github.com/slow-stack/mneme
	https://codecov.io/gh/slow-stack/mneme
	https://github.com/awesome-dsh-plugin/awesome-dsh-plugin
简体中文	https://github.com/slow-stack/mneme#中文
English	https://github.com/slow-stack/mneme#english
	https://github.com/slow-stack/mneme#-给-llm-装上会自我进化的记忆
DeepSeek Harness (DSH)	https://github.com/deepseek-ai/deepseek-harness
	https://github.com/slow-stack/mneme#-最近更新
#573	https://github.com/slow-stack/mneme/issues/573
#553	https://github.com/slow-stack/mneme/issues/553
#24	https://github.com/slow-stack/mneme/issues/24
#512	https://github.com/slow-stack/mneme/issues/512
#524	https://github.com/slow-stack/mneme/issues/524
#539	https://github.com/slow-stack/mneme/issues/539
#530	https://github.com/slow-stack/mneme/issues/530
#495	https://github.com/slow-stack/mneme/issues/495
#542	https://github.com/slow-stack/mneme/issues/542
#386	https://github.com/slow-stack/mneme/issues/386
#421	https://github.com/slow-stack/mneme/issues/421
#231	https://github.com/slow-stack/mneme/issues/231
#497	https://github.com/slow-stack/mneme/issues/497
#494	https://github.com/slow-stack/mneme/pull/494
#489	https://github.com/slow-stack/mneme/pull/489
#487	https://github.com/slow-stack/mneme/issues/487
#490	https://github.com/slow-stack/mneme/pull/490
#481	https://github.com/slow-stack/mneme/pull/481
#478	https://github.com/slow-stack/mneme/issues/478
#477	https://github.com/slow-stack/mneme/pull/477
#471	https://github.com/slow-stack/mneme/issues/471
CHANGELOG	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/CHANGELOG.md
	https://github.com/slow-stack/mneme#它解决什么问题
	https://github.com/slow-stack/mneme#为什么可以信任它
能力对比	https://github.com/slow-stack/mneme/blob/main/docs/COMPARISON.md
	https://github.com/slow-stack/mneme#5-分钟上手
	https://github.com/slow-stack/mneme#四种安装来源
	https://github.com/slow-stack/mneme#快速配置可选
配置章节	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/README.md
	https://github.com/slow-stack/mneme#记忆库落点建议
	https://github.com/slow-stack/mneme#一图看懂记忆闭环
	https://github.com/slow-stack/mneme#-mo让怎么做也住进仓库v09-beta
docs/WORKFLOWS.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/WORKFLOWS.md
	https://github.com/slow-stack/mneme#界面预览
English	https://github.com/slow-stack/mneme#english
	https://github.com/slow-stack/mneme/blob/main/images/screenshot-memories.png
	https://github.com/slow-stack/mneme/blob/main/images/screenshot-entities.png
	https://github.com/slow-stack/mneme/blob/main/images/screenshot-status.png
	https://github.com/slow-stack/mneme/blob/main/images/screenshot-settings.png
	https://github.com/slow-stack/mneme/blob/main/images/screenshot-help.png
	https://github.com/slow-stack/mneme#隐私承诺
	https://github.com/slow-stack/mneme#用在其他-ai-工具里mcp
完整文档	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/README.md#mcp-server%E4%BB%BB%E6%84%8F-mcp-%E5%AE%A2%E6%88%B7%E7%AB%AF%E6%8E%A5%E5%85%A5
	https://github.com/slow-stack/mneme#不开-dsh-也能服务独立服务-daemon
	https://github.com/slow-stack/mneme#社区适配器
Mneme-Bridge	https://github.com/SternChiri/Mneme-Bridge
Discussions	https://github.com/slow-stack/mneme/discussions
	https://github.com/slow-stack/mneme#文档
dsh-mneme/README.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/README.md
dsh-mneme/README.md · MCP Server	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/README.md#mcp-server%E4%BB%BB%E6%84%8F-mcp-%E5%AE%A2%E6%88%B7%E7%AB%AF%E6%8E%A5%E5%85%A5
dsh-mneme/docs/DAEMON.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/DAEMON.md
dsh-mneme/docs/CONFIGURATION.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/CONFIGURATION.md
dsh-mneme/docs/DISTILL.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/DISTILL.md
dsh-mneme/docs/SHARE.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/SHARE.md
dsh-mneme/docs/ENTITIES.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/ENTITIES.md
dsh-mneme/docs/WORKFLOWS.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/WORKFLOWS.md
dsh-mneme/docs/SEMANTIC.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/SEMANTIC.md
dsh-mneme/docs/LOCAL_MODEL.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/LOCAL_MODEL.md
docs/COMPARISON.md	https://github.com/slow-stack/mneme/blob/main/docs/COMPARISON.md
dsh-mneme/CHANGELOG.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/CHANGELOG.md
SECURITY.md	https://github.com/slow-stack/mneme/blob/main/SECURITY.md
CODE_OF_CONDUCT.md	https://github.com/slow-stack/mneme/blob/main/CODE_OF_CONDUCT.md
	https://github.com/slow-stack/mneme#️-路线图
CHANGELOG	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/CHANGELOG.md
	https://github.com/slow-stack/mneme#-本地开发
	https://github.com/slow-stack/mneme#-致谢
Claude Code 的 Auto Dream	https://code.claude.com/docs/en/memory
Sleep-time Compute: Beyond Inference Scaling at Test-time	https://arxiv.org/abs/2504.13171
	https://github.com/slow-stack/mneme#-相关研究
Dual-Layer Agentic Memory with Fast Write Routing and Slow Consolidation	https://arxiv.org/abs/2608.22215
FadeMem	https://arxiv.org/abs/2601.18642
StateMemBench	https://arxiv.org/abs/2608.19652
PersistBench	https://arxiv.org/abs/2602.01146
Structured Memory	https://arxiv.org/abs/2608.08300
Write–Manage–Read 综述	https://arxiv.org/abs/2603.07670
Memory as Infrastructure	https://arxiv.org/abs/2609.05510
Zep	https://arxiv.org/abs/2501.13956
Mem0	https://arxiv.org/abs/2504.19413
Hindsight	https://arxiv.org/abs/2512.12818
	https://github.com/slow-stack/mneme#-give-your-llm-a-memory-that-evolves
DeepSeek Harness (DSH)	https://github.com/deepseek-ai/deepseek-harness
	https://github.com/slow-stack/mneme#-recent-updates
#573	https://github.com/slow-stack/mneme/issues/573
#553	https://github.com/slow-stack/mneme/issues/553
#24	https://github.com/slow-stack/mneme/issues/24
#512	https://github.com/slow-stack/mneme/issues/512
#524	https://github.com/slow-stack/mneme/issues/524
#539	https://github.com/slow-stack/mneme/issues/539
#530	https://github.com/slow-stack/mneme/issues/530
#495	https://github.com/slow-stack/mneme/issues/495
#542	https://github.com/slow-stack/mneme/issues/542
#386	https://github.com/slow-stack/mneme/issues/386
#421	https://github.com/slow-stack/mneme/issues/421
#231	https://github.com/slow-stack/mneme/issues/231
#497	https://github.com/slow-stack/mneme/issues/497
#494	https://github.com/slow-stack/mneme/pull/494
#489	https://github.com/slow-stack/mneme/pull/489
#487	https://github.com/slow-stack/mneme/issues/487
#490	https://github.com/slow-stack/mneme/pull/490
#481	https://github.com/slow-stack/mneme/pull/481
#478	https://github.com/slow-stack/mneme/issues/478
#477	https://github.com/slow-stack/mneme/pull/477
#471	https://github.com/slow-stack/mneme/issues/471
CHANGELOG	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/CHANGELOG.md
	https://github.com/slow-stack/mneme#what-problem-does-it-solve
	https://github.com/slow-stack/mneme#why-you-can-trust-it
capability comparison	https://github.com/slow-stack/mneme/blob/main/docs/COMPARISON.md
	https://github.com/slow-stack/mneme#5-minute-quickstart
	https://github.com/slow-stack/mneme#four-install-sources
	https://github.com/slow-stack/mneme#quick-config-optional
Configuration section	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/README.md
	https://github.com/slow-stack/mneme#where-to-put-the-memory-library
	https://github.com/slow-stack/mneme#the-memory-loop-in-one-diagram
	https://github.com/slow-stack/mneme#-mo-make-how-its-done-live-in-the-repo-v09-beta
docs/WORKFLOWS.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/WORKFLOWS.md
	https://github.com/slow-stack/mneme#screenshots
Chinese	https://github.com/slow-stack/mneme#%E4%B8%AD%E6%96%87
	https://github.com/slow-stack/mneme/blob/main/images/screenshot-memories-en.png
	https://github.com/slow-stack/mneme/blob/main/images/screenshot-entities-en.png
	https://github.com/slow-stack/mneme/blob/main/images/screenshot-status-en.png
	https://github.com/slow-stack/mneme/blob/main/images/screenshot-settings-en.png
	https://github.com/slow-stack/mneme/blob/main/images/screenshot-help-en.png
	https://github.com/slow-stack/mneme#privacy
	https://github.com/slow-stack/mneme#use-it-in-other-ai-tools-mcp
full docs	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/README.md#mcp-server%E4%BB%BB%E6%84%8F-mcp-%E5%AE%A2%E6%88%B7%E7%AB%AF%E6%8E%A5%E5%85%A5
	https://github.com/slow-stack/mneme#serve-memories-without-dsh-standalone-daemon
	https://github.com/slow-stack/mneme#community-adapters
Mneme-Bridge	https://github.com/SternChiri/Mneme-Bridge
	https://github.com/slow-stack/mneme#docs
dsh-mneme/README.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/README.md
dsh-mneme/README.md · MCP Server	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/README.md#mcp-server%E4%BB%BB%E6%84%8F-mcp-%E5%AE%A2%E6%88%B7%E7%AB%AF%E6%8E%A5%E5%85%A5
dsh-mneme/docs/DAEMON.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/DAEMON.md
dsh-mneme/docs/CONFIGURATION.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/CONFIGURATION.md
dsh-mneme/docs/DISTILL.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/DISTILL.md
dsh-mneme/docs/SHARE.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/SHARE.md
dsh-mneme/docs/ENTITIES.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/ENTITIES.md
dsh-mneme/docs/WORKFLOWS.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/WORKFLOWS.md
dsh-mneme/docs/SEMANTIC.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/SEMANTIC.md
dsh-mneme/docs/LOCAL_MODEL.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/docs/LOCAL_MODEL.md
docs/COMPARISON.md	https://github.com/slow-stack/mneme/blob/main/docs/COMPARISON.md
dsh-mneme/CHANGELOG.md	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/CHANGELOG.md
SECURITY.md	https://github.com/slow-stack/mneme/blob/main/SECURITY.md
CODE_OF_CONDUCT.md	https://github.com/slow-stack/mneme/blob/main/CODE_OF_CONDUCT.md
	https://github.com/slow-stack/mneme#️-roadmap
CHANGELOG	https://github.com/slow-stack/mneme/blob/main/dsh-mneme/CHANGELOG.md
	https://github.com/slow-stack/mneme#-local-development
	https://github.com/slow-stack/mneme#acknowledgements
Auto Dream in Claude Code	https://code.claude.com/docs/en/memory
Sleep-time Compute: Beyond Inference Scaling at Test-time	https://arxiv.org/abs/2504.13171
	https://github.com/slow-stack/mneme#related-research
Dual-Layer Agentic Memory	https://arxiv.org/abs/2608.22215
FadeMem	https://arxiv.org/abs/2601.18642
StateMemBench	https://arxiv.org/abs/2608.19652
PersistBench	https://arxiv.org/abs/2602.01146
Structured Memory	https://arxiv.org/abs/2608.08300
Write–Manage–Read survey	https://arxiv.org/abs/2603.07670
Memory as Infrastructure	https://arxiv.org/abs/2609.05510
Zep	https://arxiv.org/abs/2501.13956
Mem0	https://arxiv.org/abs/2504.19413
Hindsight	https://arxiv.org/abs/2512.12818
	https://github.com/slow-stack/mneme#-license
www.npmjs.com/package/@modusensus/dsh-mneme	https://www.npmjs.com/package/@modusensus/dsh-mneme
agent-memory	https://github.com/topics/agent-memory
agent-memory-system	https://github.com/topics/agent-memory-system
agentic-ai	https://github.com/topics/agentic-ai
autodream	https://github.com/topics/autodream
claude	https://github.com/topics/claude
codex	https://github.com/topics/codex
deepseek-harness	https://github.com/topics/deepseek-harness
dsh-plugin	https://github.com/topics/dsh-plugin
knowledge-management	https://github.com/topics/knowledge-management
llm	https://github.com/topics/llm
long-term-memory	https://github.com/topics/long-term-memory
mcp	https://github.com/topics/mcp
mcp-server	https://github.com/topics/mcp-server
memory-consolidation	https://github.com/topics/memory-consolidation
model-context-protocol	https://github.com/topics/model-context-protocol
persistent-memory	https://github.com/topics/persistent-memory
rag	https://github.com/topics/rag
semantic-search	https://github.com/topics/semantic-search
vector-search	https://github.com/topics/vector-search
Readme	https://github.com/slow-stack/mneme#readme-ov-file
MIT license	https://github.com/slow-stack/mneme#MIT-1-ov-file
Code of conduct	https://github.com/slow-stack/mneme#coc-ov-file
Contributing	https://github.com/slow-stack/mneme#contributing-ov-file
Security policy	https://github.com/slow-stack/mneme#security-ov-file
Activity	https://github.com/slow-stack/mneme/activity
Custom properties	https://github.com/slow-stack/mneme/custom-properties
24 forks	https://github.com/slow-stack/mneme/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fslow-stack%2Fmneme&report=slow-stack+%28user%29
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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