knowledge-graph 23

灵枢（Lingshu·líng shū）DeepSeek Harness 插件：完整大脑——长期记忆/知识飞轮/自我认知/递归反思接入 DSH，对话自动沉淀进 md_cg 认知图（md 文档）

Local-first memory & context harness for coding agents

记忆核心（Memory Eternal）：自研的 DeepSeek Harness 记忆插件，不移植任何既有记忆框架——对话结束后自动沉淀知识卡到本地 Markdown Vault（自研去重、自研 CJK 检索、可 git 管理），设置页提供图形化知识库（统计 / 搜索 / 知识图谱 + 侧边栏一键弹窗），Agent 通过 memory_recall 工具按需召回历史上下文。零人工干预。

DSH 学者工作台：本地论文库 + Idea 书柜 + 知识图谱

记忆核心（Memory Eternal）：自研的 DeepSeek Harness 记忆插件，不移植任何既有记忆框架——对话结束后自动沉淀知识卡到本地 Markdown Vault（自研去重、自研 CJK 检索、可 git 管理），设置页提供图形化知识库（统计 / 搜索 / 知识图谱 + 侧边栏一键弹窗），Agent 通过 memory_recall 工具按需召回历史上下文。零人工干预。

A typed, inference-capable ontology (TBox + ABox) plugin for DeepSeek Harness — durable domain knowledge the agent can define, assert against, and query under schema constraints.

DeepSeek Harness (dsh) plugin embedding the fin-trace agent loop — multi-hop relationship reasoning over a financial knowledge graph, exposed as async tools (start/status/cancel)

Living memory for DeepSeek Harness — self-tending knowledge base: nightly patrol, temporal decay, RRF hybrid recall, knowledge graph, telemetry. Built by 暖暖 (NuanNuan).

DeepSeek Harness plugin: ingest research PDFs into a citable OKF markdown library, then search, graph, measure coverage, and write surveys in the same conversation

Adapt ERP: learn your ERP through the browser and build private local knowledge in DeepSeek Harness

Memory Fortress for DeepSeek Harness: 5-track layered memory, self-evolution, knowledge graph (SQLite+FTS5), status pill. 本地记忆堡垒：五轨记忆·自我进化·知识图谱·状态灯。

Codebase Memory MCP bridge plugin for DeepSeek Harness: knowledge-graph code search, snippets, architecture, call-path tracing, and auto-started graph visualization UI.

DSH 学习教练插件：把一门课拆成知识地图，逐单元记掌握度、排每日任务，并给学生一个看得见进度的网页面板。

Official-grade DeepSeek Harness memory plugin backed by Hindsight (vectorize-io). Add /hindsight commands and model tools that recall, remember, inspect and forget through a Hindsight memory bank.

Hypatia AI memory for DSH: bundled hypatia/hypatia-memory skills plus automatic one-shot approval for pure hypatia CLI sandbox escalations — implicit memory, no repeated authorization prompts, every other operation still asks.

记忆核心（工作区版 memory-eternal-ws）：按 DSH 工作区自动切库的本地 Markdown 记忆库插件。每个项目用自己的 .dsh/memory-vault，跨项目知识走全局库。fork 自 dsh-memory-eternal v0.7.0，保留自动沉淀 / 自动召回 / 知识卡 / 知识图谱 / 审核中心 / 回收站 / 配置页全部功能。

Installable Ontology Kernel for DeepSeek Harness with durable local storage and typed browser remotes.

DSH plugin that bridges the local codebase-memory-mcp knowledge-graph server through the built-in @deepseek-ai/dsh-mcp-client, with a runtime-configurable exe path (settings namespace).

Event-driven Hypatia memory for DSH: automatic conversation logging via session events, queued background consolidation (span summaries + work-unit extraction) with a dedicated model route, and recall injection — zero per-call model work in the main sessi

Hypatia knowledge console for the DSH Web GUI: a sidebar entry that opens shelf browsing, JSE search, record inspection, a local relationship graph, and guarded deletion in the main column.

DSH 多对话思维导图与静态知识图谱

Long-term memory for DeepSeek Harness backed by Hypatia: a host-side CLI adapter, a plugin-owned SQLite control ledger, same-request recall, and narrow memory tools. Requires the `hypatia` CLI on PATH.

The constellation view of a project's memory, as a DeepSeek Harness conversation tab.