dsh-light-memory

As AI assistants become integral to productivity, memory management often gets bogged down by complex databases or vector stores. The dsh-light-memory plugin offers an ultra-lightweight solution for DeepSeek Harness users, leveraging four simple Markdown files—USER.md, PROJECT.md, WORKLOG.md, and CONVENTION.md—to build a complete persistent memory system. These plain text files are editable, version-controllable via git, and keep all data fully in the user's hands without any external dependencies.

At the heart of the plugin are two key actions: append automatically adds operation logs to WORKLOG.md, ensuring a clear and traceable workflow history, while distill intelligently analyzes session content at task boundaries, distilling important conclusions into user-level or project-level files. Users can customize memory conventions by editing CONVENTION.md, gaining flexible control over what and how to record, embodying a truly customizable and pluggable approach. Built-in security features like guard limits and secret scanning further protect memory data from misuse or leakage.

dsh-light-memory is ideal for all DeepSeek Harness users who value simplicity, transparency, and control over their memory management—whether individual developers or team collaborators. It makes memory visible and manageable, helping enhance AI assistant consistency without adding overhead. With its zero-database, zero-telemetry design, it stands out as a perfect choice for lightweight AI memory systems.