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
8.7/10Excellent
detail.dimSecurity9.0
detail.dimQuality9.0
detail.dimContent8.0
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
AI DEEP REVIEW
AI 深度评测
7.6/10Consider
Strong, actively maintained memory layer for DeepSeek Harness, but install steps and security posture are unverified fro
Code quality7
README shows a structured multi-entry-point architecture, TypeScript codebase, and benchmark/eval repos, but no test or CI details are visible.
Security6
No install command or permission model is provided, so risk from the plugin's local storage and background capture cannot be assessed; neutral score given.
Utility9
Solves a real, common agent pain point with persistent memory, hybrid retrieval, and cross-task skill reuse, backed by reported 35.24% token savings and benchmark gains.
Maintenance9
Last updated 2026-08-26 with a dated news timeline through 2026-08-17 and an active Discord/X presence, indicating ongoing development.
Docs7
README offers rich feature descriptions, benchmarks, and links to docs and a quick-start section, but the install command is listed as unknown and setup steps are not shown in the excerpt.
Generated by AI after reading the project README, as a decision aid; neutral scores are given when information is thin. Not an official endorsement.
PROJECT README项目说明展开Collapse
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前往仓库PROJECT TOPICS
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 MemOS used for?
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.
How popular is MemOS?
MemOS has 10,996 stars and 1,006 forks on GitHub, last updated 2026-08-26.
What license does MemOS use?
MemOS is distributed under the Apache-2.0 license.
Is MemOS compatible with DeepSeek Harness?
MemOS 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
项目类型技能
功能/10类Agent 与会话
规则置信度High
System reads GitHub Topics first, then compares against the in-site category dictionary and word-root rules. Current match:skills、chatgpt、long-term-memory、mcp、memory、memory-management、rag。
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
Agent 与会话技能
modsearch
liustack
🥇 The strongest free web search plugin for DeepSeek Harness, and the search bridge for every model without native web access. Free, no signup, no API key. Ask the web or X, get structured JSON evidence. | 🥇 The strongest free web search plugin for DeepSeek Harness across the web, free with no signup and no API key. Adds search for models without web access; ask the web or X and get structured JSON evidence (search, scrape, cite).
已有验证记录
agent-skillsagentic-workflowclaude-codeclaude-skills