Memory and knowledge · DeepSeek Harness plugins — Page 23

DSH plugin for DeepSeek Harness: 26 model tools across PubMed, Europe PMC, OpenAlex, PubTator3 & Semantic Scholar — cross-source unified search, open-access PDF discovery, article metadata, full text, citations, MeSH & ID tools, citation counts & recommendations — plus a personal literature knowledge graph with an AI-powered PubTator3 concept layer (normalized entities, curated relations, evidence-backed edges). Core PubMed capabilities originate from @cyanheads/pubmed-mcp-server; the knowledge-graph, concept and unified-search layers are original extensions.

Message recall (撤回) for the DSH Web UI: remove a message — and everything after it — from the conversation, durably, without ever reverting code changes.

Retrace · 回溯 — Recall, edit-and-resend, regenerate, and conversation/artifact versioning (timeline, rollback, fork map) for DeepSeek Harness — Web and Desktop

Cross-session memory and a local knowledge base for DeepSeek Harness: local-first by default, cloud optional, migration always user-approved

跨工作区安全记忆：本地优先、加密的 DSH 跨工作区记忆插件，具备逐会话授权、审计、来源追溯与提示词注入隔离功能。

Permanently delete a DSH session from the sidebar session row menu (danger-styled) with a confirm modal and a seven-stage, independently-degrading deletion pipeline (validate → running guard → workspace ledger → archive set → on-disk logs → in-memory drop → broadcast).

DSH 长期记忆插件：记忆库 + 会话蒸馏自动沉淀 + 设置面板，越用越懂你。守藏（Shoucang）单插件，panel + scheduler + 内嵌记忆技能。

DSH web plugin: event-driven skill self-evolution. Watches agent execution traces, crystallizes reusable skills from successful turns via LLM review, progressively improves them, and manages everything in a dedicated Settings section.

DSH skill_manage: agent-managed procedural memory. Create/patch/edit/disable/delete skills in ~/.dsh/skills (user scope) or <projectRoot>/.dsh/skills (project scope), with validation, delete guards (agent-created marker, pin, path confinement), disable/enable via disable-model-invocation, and an English trigger-discipline system prompt section. Built on top of skill-filesystem's hot-reload watcher.

DSH Skill Manager — scan/import/upload skills, per-session group enable/disable that reshapes the model skill catalog, default group + per-session picker, all-Chinese web UI. DSH >= 0.1.7 gets an in-memory per-session engine (no disk writes, sessions can hold different groups at once); older DSH falls back to the atomic SKILL.md rename engine plus the bundled skill-only agent-preset applier.

A per-conversation visual slide editor for DeepSeek Harness with AI annotations, workspace files, and shared knowledge guidance.

DeepSeek Harness plugin that compacts long chats by rendering history into compact bitmap frames a vision model can read, while keeping exact head/tail text and a searchable archive.

VSCode-like bottom status bar for DSH Web: conversation token usage, host CPU/memory with Linux-style colored char bars, clock, and a public API for other plugins.

DSH Web 右下角系统状态悬浮窗：CPU（x%/y）、内存、磁盘占用，1 秒刷新

Learning talent tree for DeepSeek Harness: break a topic into prerequisite knowledge points and light them up as you master them.

Task planning with experience muscle-memory for DeepSeek Harness: condition-reflex recall of past solutions + LLM-driven capability matching + auto-persisted lessons. Zero keys, zero hard-coded paths.

DeepSeek Harness 的 TencentDB Agent Memory Adapter：自动 recall、turn 捕获与只读搜索工具。

理工科教材拆解：问题驱动迭代的知识框架，嵌套卡片式 Web 面板 + textbook-parser 技能 + 落库工具。

Shared project organizational memory for DeepSeek Harness — recall, remember, memory_status tools and blank-session index inject across presets

DSH 三合一扩展插件：用量工作台 · 技能管理 · 长期记忆引擎。零 DSH 源码改动。

Moli (ultra-lightweight Rust headless browser) web-fetch provider for DeepSeek Harness: renders complex SPAs, micro-frontends, and static pages with ~60MB memory.

Work Continuity for DSH — goal/decisions/checkpoints/next-steps as explicit WorkState, decoupled from generic memory

Draggable workspace and session graph for DeepSeek Harness / 可拖拽的工作区图谱

QQ BOT control console for DeepSeek Harness (DSH): one-click deploy/start/stop for NapCat + AstrBot + GPT-SoVITS, live login QR, voice, stickers, persona editor, rate limits and logs — all inside one DSH desktop panel.