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3D printing & additive manufacturing capabilities for DeepSeek Harness: parametric STL generation, calibration G-code, STL/G-code analysis and toolpath rendering as model tools, plus slicing / modeling / analysis / diagnosis knowledge skills.
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Cross-session long-term memory for DeepSeek Harness: dual-scope SQLite memory graph, hybrid retrieval, provenance audit, and a knowledge flywheel.
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DSH plugin for DeepSeek Harness: 25 model tools across PubMed, Europe PMC, OpenAlex, PubTator3 & Semantic Scholar — cross-source unified search, 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.
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会话记忆 → OKF 知识沉淀插件:预测驱动的神经自我学习记忆系统。把会话中高价值内容按 OKF v0.1 规范沉淀为长期记忆,跨会话自动唤起。Session-to-OKF memory plugin with neuro-self-learning (predictive recall, uncertainty-driven capture, reinforcement feedback).
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dsh-plugin: OMP-style ingress shaping plus optional local /fast-compact. Can replace DSH /compact and auto-compaction with a mechanical fold.
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DSH 计费统计插件:自动识别模型、实时展示会话/今日/本月消费、余额查询、预算告警,内置 16 家厂商价格目录(DeepSeek/豆包/腾讯混元/阿里千问/OpenAI/Anthropic/Kimi/智谱 等),中英双语
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KnowLP-RAG: dual knowledge-graph retrieval for Markdown notes — DeepSeek Harness (dsh) bundle: MCP server + native Cordis plugin
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dsh 插件开发知识库:DeepSeek Harness 官方文档站完整 Markdown 镜像(中英双语 184 页)+ 58 篇仓库补充开发参考 + 主题导航与 245 文件全量搜索索引;以 dsh-plugin-dev-kb 技能让 agent 在插件开发任务中自动加载定位文档。纯数据插件,零运行时依赖。
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Native knowledge context for DeepSeek Harness
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Evidence-first token cost ledger and budget checks for DeepSeek Harness
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AI 系统的数据层:把 18 种来源(文档站/GitHub/PDF/视频/Notebook/Wiki…)转成结构化知识资产,导出到 22 种目标(Claude/Gemini/OpenAI/RAG 管道/编码助手);AI 驱动项目扫描生成配置。受 yusufkaraaslan/Skill_Seekers(14k★ MIT)启发。
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User message jump bar for the DSH web GUI: a minimap-style dash strip on the right edge of the conversation, hover for message preview, click to jump. · DSH Web 用户消息跳转条:对话区右缘 minimap 式横杠,悬停预览、点击跳转。
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Unified DeepSeek Harness plugin: role-based subagent routing + per-agent evolution — prefercmd/memory as knowledge allow/deny lists, so repeated tasks start from proven commands and save tokens
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Local-first automatic Wiki and Skill distillation for DeepSeek Harness
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dsh-wiki
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DSH plugin: auto-supplement QMD semantic search when the model greps/globs a knowledge-base directory
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理解任何东西技能包(移植自 Understand-Anything)
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K12 capability substrate for DeepSeek Harness: 143 objectively-decidable capability anchors and 6,091 list items extracted from China's MOE 2022 curriculum standards, with local-only learner profiles
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Voice practice mode for the DSH web app: bilingual (中文 / English) conversation output plus read-aloud (TTS) and speech input (STT). Adds a 语音交流 dialog-mode toggle to the composer.
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Local-life toolkit for DeepSeek Harness agents: budget planning, bill splitting, unit-price and discount math, common unit conversions (incl. jin/li/chi, C/F), expense-ledger summaries, loan amortization (equal-payment / equal-principal), and trip checklists
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Evidence-backed working memory for DeepSeek Harness: a cited ledger of what already worked in this workspace, built from the session log you already have
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Freeze each round of a DeepSeek Harness conversation into a knowledge-base document
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Graph Monitor plugin for DeepSeek Harness: define and customize GRAPH workflows, then visualize each node live as it executes — Waku-agent style topology chart with animated node/edge status, clickable node details, and a desktop trajectory-like monitor view.
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智能公文写作 DeepSeek Harness 插件——0知识库在线调用,免费10次/7天,2元/次或399元包年,GB/T 9704 38类文种。我们是一群致力于体制内智能公文写作工具垂直领域的语言学和管理学985博士团队,理想是:技术服务思想、思想服务生活。43万字知识库是你的底气,有了它,加班写材料成为过去式。 | Official Document Writing Skill for DeepSeek Harness — 38 types of Chinese official documents (请示/报告/通知/纪要 etc.), GB/T 9704 formatting, online API knowledge (0 KB bundled), free 10 calls/7 days, then ¥2/call or ¥399/year. Developed by a PhD team in linguistics & management. Write official documents 10x faster.