dsh-memflow：为 DeepSeek Harness 提供项目级记忆框架
crwsr124/dsh-memflow 是面向 DeepSeek Harness (DSH) 的社区记忆框架插件，旨在解决会话状态丢失及多项目记忆污染问题。它采用分布式架构，确保各工作目录拥有独立的持久记忆。核心功能包括：会话启动时自动加载当前目录的记忆快照（如任务、状态、笔记等，有字节数限制）；在任务完成或关键决策时即时写入状态；通过协议变量将记忆协议注入人格；以及提供 delegate 工具，支持将项目记忆和必读文件内联至子代理上下文，支持多种运行模式。安装需使用 `dsh plugin add` 命令并重启进程，随后可选择“记忆流模式”预设。该插件零依赖，通过配置项灵活控制内联大小、禁
Read MoreTuning Engines CLI: Model and Agent Workflow Governance Plugin in DSH
`cerebrixos-org/tuning-engines-cli` is an MIT-licensed Node.js tool (v0.4.35, requiring Node >=18) designed to provide a unified model workflow management entry point for agent environments such as DSH. It integrates a CLI, an MCP server, and a Python adapter, managing inference routing, permission policies (RBAC), approvals, tracing, usage, and model training through a single entry point. Core capabilities include offering 60+ MCP tools, supporting inference via an OpenAI-compatible API, fine-tuning open-source models on domain-specific data using particular agents, managing training tasks and evaluations, and initializing various orchestration frameworks such as LangGraph and Temporal. Installation is straightforward, achieved through `
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