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
7.6/10Average
detail.dimSecurity9.0
detail.dimQuality5.4
detail.dimContent6.0
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
6.8/10Consider
Useful project-memory handoff concept for multi-AI workflows, but limited stars and unverified engineering rigor warrant
Code quality6
README describes a structured installer, update bootstrap with tag validation, and project-level templates, but no tests or CI are mentioned, so rigor is only partially evidenced.
Security6
The install path clones a GitHub repo and runs a PowerShell script, and the update bootstrap downloads and validates tags from a remote repo, but no plaintext secrets or excessive permissions are shown, so risk is moderate and partly unverifiable.
Utility8
It directly addresses the common pain of losing context when switching between Codex, Cursor, and Claude Code or starting new chats, with Git commit/push verification as a concrete safeguard.
Maintenance7
Last updated 2026-08-23 and not archived, with an active update mechanism described, though only 4 stars suggests a small user base.
Docs7
The README gives step-by-step Windows installation, a tool-by-tool command table, and clear scope limitations, but is Windows-centric and the excerpt is truncated.
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INSTALL REFERENCE
安装参考
dsh plugin --profile web add @kakadeka/dsh-batonThis command passed the install-plan safety check and can be executed by a DSH host; verification status is not equivalent to a security audit or official背书。
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 Baton used for?
Pass your project, not your context.
How popular is Baton?
Baton has 4 stars and 0 forks on GitHub, last updated 2026-08-23.
What license does Baton use?
Baton is distributed under the Apache-2.0 license.
Is Baton compatible with DeepSeek Harness?
Baton 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:claude-skills、ai-memory、claude-code、context-engineering、devtools。
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