Agent 与会话技能
EverOS
EverMind-AI
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
待结构检查
agent-memoryagentic-aiaichats
REVIEW SCORECARD
评测成绩单
6.9/10Average
detail.dimSecurity6.0
detail.dimQuality5.4
detail.dimContent7.0
detail.dimDeps7.0
detail.dimMaintenance9.0
✓ 无Risky检出 · 自动化扫描结果仅供参考，非官方背书
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项目标签
VALIDATION LADDER
验证进度
01市场发现Passed
02归类识别Passed
03结构检查Pending
04实机验证Pending
FAQ
Frequently Asked Questions
What is lamplit used for?
Self-hosted AI partner powered by DSH, with graph memory, Keet P2P identity, a configurable mailbox, and Docker Compose deployment.
How popular is lamplit?
lamplit has 3 stars and 0 forks on GitHub, last updated 2026-09-12.
Is lamplit compatible with DeepSeek Harness?
lamplit is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.
CLASSIFICATION EVIDENCE
/10类依据
项目类型插件
功能/10类Agent 与会话
规则置信度Medium
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Agent 与会话技能
MemOS
MemTensor
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
待结构检查
agentagentic-aiaiai-agents
Agent 与会话技能
memsearch
zilliztech
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
待结构检查
agentagent-memoryai-agentsclaude-code
Agent 与会话插件
harnessrouter
HarnessRouter
HarnessRouter Community Edition: the self-hosted, Apache-2.0 edition of the unified interface for agent harnesses. Run Codex, Claude Code, Hermes, PI, DSH, and more through one API, with sessions, streaming, files, cancellation, and failure handling. Implements the Unified Harness Protocol (UHP), an open standard. Your keys, your infrastructure.
待结构检查
agent-apiagent-frameworkagent-harnessai-agents
Agent 与会话插件
Tianshu-harness
huiliyi37
Tianshu is a terminal coding agent runtime built on the harness project (Tui X Gui), with prefix-cache engineering optimization for DeepSeek V4 (measured steady-state hit rate of 97–99% in long sessions) and deep adaptation. It breaks out of the traditional AI coding assistant's limit of treating the LLM merely as a tool, and is built on a cognitive virtual machine (CVM), a self-awareness layer and Stigmergy self-decaying memory, making the AI a development partner with independent judgment and cognitive safeguards.
待结构检查
ai-agentcoding-agentcontext-managementdeepseek
Agent 与会话插件
graph-memory
adoresever
Deepseek Harness, Openclaw knowledge graph memory plugin. Invited to present at Tsinghua University seminar in April 2026. Knowledge Graph + Memory；Knowledge Graph Context Engine for OpenClaw — extracts structured triples from conversations, compresses context 75%, enables cross-session experience reuse
待结构检查
claude-codecodexdeepseekdeepseek-harness