dsh-auto-memory: An Auto Memory & Humanized Interaction Plugin for DeepSeek Harness

What Does It Do?

dsh-auto-memory is a DSH plugin for DeepSeek Harness that provides a three-layer memory engine for the DSH Web GUI. It solves the problem of fragmented memory and manual logging in AI conversations, letting you get automatic memory injection, per-turn consolidation, smart retrieval, and cross-tool memory inheritance directly inside the harness. Core capabilities include proactive calendar reminders, warm AI greetings, auto-written journals, and daily reflections, making the plugin feel like an assistant who knows you rather than a database.

Core Features

• Three-layer memory engine: static rules live in the system prompt, dynamic memory in runtime snapshots, keeping the prompt byte-stable to hit DeepSeek's prefix cache.
• Proactive calendar reminders: the AI detects deadlines, appointments, or promises in conversation, files them into the calendar automatically, and reminds you in later sessions before the time arrives.
• Per-turn auto-consolidation: after each turn, a subagent quietly decides what's worth keeping and appends topic-grouped entries to today's log; long-term decisions are promoted to project notes and user-level memory.
• Warm greetings and daily reflections: generates period-based greetings mentioning your most important work of the day, and keeps structured results/lessons/next steps in the background for review.
• Inherited memory: discovers and imports memories accumulated in WorkBuddy / CodeBuddy / Claude Code / Codex, picking up where other AI tools left off.

How to Use This Plugin?

After enabling it in DSH, a "Memory" entry appears in the sidebar. Daily use requires no manual operation—the AI automatically maintains the calendar, writes journals, and generates greetings; to view or adjust, go to the Settings → Auto Memory page, where you can check for updates, manage memories, or import historical memories from other tools.