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Knowledge base (Vault memory + knowledge graph) for dsh: kb__* tools for deterministic memory search/write, knowledge-graph nodes/edges/subgraph/traversal, document-to-graph ingestion and unified cross-store query (KAL) - no web-search tools.

Permanent memory plugin for DSH with vector search, LLM reflection, and knowledge pages.

Obsidian knowledge-base ingest workflow as a DeepSeek Harness plugin: a bundled skill provider + an obsidian_validate_vault model tool, all declarative and composable.

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.

Yuque knowledge base as external memory for dsh — auto-injects matching document fragments into conversation, with catalogue search, cloud full-text search and online reading.

Offline BM25 knowledge base for the Conjugate Spectral Geometry (CSG) corpus: 208 articles / 3833 chunks / 871 verified truths, 5 geo_* tools (list / search / read / calc / truth) with LaTeX→Unicode rendering, truth→article citation chains and single-character query support, zero runtime deps, `dsh plugin add geometry-knowledge`.

Conversational Markdown mindmap workspace: edit complete documents step by step, keep a live right-side visualization synchronized, and open, manage, and export mindmaps from the working directory.

Windows computer-use capability for DeepSeek Harness: screenshot → vision model → simulated mouse/keyboard input, with self-evolving knowledge base.

Portable NoteMD workflow bundle for DeepSeek Harness

DeepSeek Harness (DSH) plugin for local-first automatic Wiki memory and native Skill generation.

RAGFlow knowledge-base retrieval plugin for the DeepSeek Harness.

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.

Project knowledge base plugin for DeepSeek Harness: Open Knowledge Format (OKF) bundles per project, agent search/read tools, a Web UI browser/editor, and a bundled OKF authoring skill

The claude-obsidian-derived knowledge-suite skills (wiki, wiki-ingest, wiki-query, wiki-lint, save) as a DeepSeek Harness plugin, with attribution.

Save messy notes (text + images) to a Yuque knowledge base, classified by the model.

Notes and todos as plain Markdown files in your workspace: type /ml plus a sentence to jot into today's journal; todos come in three flavors — deadline, sleep-until-a-date (auto-wakes when due), and anytime; /ml view fuzzy-opens any file with a few keystrokes. Zero tokens throughout — nothing goes through the model, and your notes stay ordinary local files that git and any editor can read.

Auto-supplement QMD semantic search when the model greps/globs a knowledge-base directory: zero-dependency DSH plugin, async injection via next-step, no manual invocation.

codebase-memory-mcp용 코드 지식 그래프 브리지: 시맨틱 심볼 검색(BM25), 소스 스니펫, Leiden 커뮤니티 기반 아키텍처 개요, 호출/데이터 흐름/서비스 간 추적, 그래프 보강 grep

Codex kb.cmd CLI와 공유되는 전역 Markdown 지식베이스로의 브리지: 바이트 호환 frontmatter를 갖춘 kb_add/kb_search/kb_show/kb_timeline 도구