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SGME — ShiGuang Memory Engine

Your AI, from now on, remembers you — it remembers everything you've shared, and reaches out to you.

Why does your AI keep forgetting you

Does your AI assistant:

• Forget what you told it yesterday, so you have to repeat everything again today?
• Ask you to reintroduce yourself in every new session — who you are, what you're working on, what you like?
• Lose all context the moment you switch devices or switch to a different AI?
• Chatting with a beloved AI character, then a new session or a different app makes it forget you entirely?

Because AI has no memory by default — every conversation is a first meeting.

SGME fixes this: it acts as a memory hub that captures your conversations with AI, distills them into structured memories, and automatically delivers the relevant ones back to your AI in the next conversation. No repetition needed. It remembers.

How it works

Three steps, fully automatic:

1. Capture — conversations are saved as raw records (L0 raw layer, Markdown files on disk, kept forever)
2. Distill — raw conversations are distilled into tagged memories (facts, preferences, project states, decisions...), with automatic dedup, merge, and contradiction detection
3. Inject — at the start of each conversation, your AI automatically receives the memories relevant to the current scenario — not the whole store. Casual chat brings identity and recent status; coding brings project-related memories (tech stack, pitfalls, dev habits). Only what the scenario needs.

Highlights

Traceable memory — every memory has a provenance

Everything your AI says is backed by evidence: trace any persona statement all the way back to the original conversation. Memory is not a black box — "why does it know this" and "when did it learn this" are one click away.

Shared memory across agents — one brain, many bodies

Hermes, DSH... all your AIs share the same memory brain. What you discuss in one place is automatically known in another; AIs on your desktop, laptop, and NAS share the same memory. No more siloed conversations.

Proactive care — it doesn't just remember you, it reaches out

SGME doesn't just wait for you to ask. Your memory updates, mood shifts, upcoming todos, late nights... it emits signals that prompt your AI to check in on you — not cold notifications, but the kind of "I remembered you had something today" attention. Signal consumption = proactive care: who consumes, who marks (atomic claim + receipt), so you're never double-pestered and never missed.

Unified search — one query, all memories

A single search endpoint recalls from the memory pool and the knowledge base at once: keyword + semantic + label triple fusion, every result traceable to its source. SGME memories, scenes, and knowledge base in one stop; agent-owned memory files are on the roadmap.

Skill hub — your skills, managed in one place

All your self-built skills (prompts, workflows, templates) live in one place: direct read/write locally, auto-sync to NAS. Switch devices without losing your skills.

Shared knowledge — a wiki your AIs write together

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