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The dsh-plugin-guide knowledge base plus the dsh-plugin-dev CLI toolchain: official docs, Cordis primer, community deep-dives, and battle-tested pitfalls registered as an on-demand agent skill, with a scaffolder, static checker, and pack verifier for building DSH plugins.
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Claude Science-style research workbench for DeepSeek Harness: ReAct research-loop engine (research_* tools), versioned artifacts with provenance (artifact_* tools), SSH remote-compute engine for long bioinformatics jobs on workstations/HPC (remote_* tools), and 11 science skills for genomics / pathogens / bioinformatics. Ships the tiered cross-provider model router via the companion dsh-model-tier bundle.
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DSH 插件透明排行与推荐:每日自动抓取 dsh-plugin 话题生态 + 公开评分模型 + rank/recommend/search 工具 + 设置页排行标签
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OMK — Observe. Measure. Know. Evidence-backed knowledge changes for AI applications.
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Global skill hub for dsh: aggregates Claude Code, project, and .skill-package skills into ~/.dsh/skills with reference/copy import and slash-menu usage
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GitHub-installable DeepSeek Harness bundle that mounts the zhihu-search Skill
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DSH (DeepSeek Harness) plugin packaging of the Project Blueprint skill — one-command AI coding conventions (AGENTS.md, docs skeleton, CI/CD, git rules, testing policy) with an autonomous discovery engine (7 languages, 15 frameworks, 70+ components, web fallback).
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One memory layer for every AI tool and agent, packaged for DeepSeek Harness with startup context, prompt-time recall, Mem MCP tools, and DSH thread capture.
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VS Code-style workspace keyword search tab for the dsh web GUI, registered into dsh-better-sidebar
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dsh 工具箱:会话/回收站/子目录/搜索/预设/配置管理 + 定时心跳(IM 渠道推送)+ 长消息折叠 | Toolbox plugin for dsh: session/trash/subdir/search/preset/config management + scheduled heartbeat (IM push) + long-message collapse
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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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科学技能包:100+ 科学数据库查询(PubChem/UniProt/ClinicalTrials/FRED…)、文献综述与证据有界假设生成、实验方案设计、同行评审回复、基金写作、方法验证(ICH/USP/CLSI)、论文级图表。受 K-Dense-AI/scientific-agent-skills(33.9k★ MIT)启发。
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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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DSH web 侧边栏会话搜索增强:标题搜索 ↔ 内容搜索一键切换,内容搜索按会话聚合展示标题与命中片段。
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AI-for-Science research workflow skill bundle for DeepSeek Harness: multi-angle literature review with per-angle files, anchored experiment design with a caveat list, figures, paper reading; cross-verification briefs.
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DeepSeek Harness plugin: Nocturne Memory client — automated long-term memory (boot/read/search/create/update) backed by your own Nocturne MCP server.
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Multi-backend web_search provider for the DeepSeek Harness web seam (ctx.web): Exa (REST with key, anonymous hosted MCP without) and Firecrawl (v2 search API) today, extensible to more backends (SearXNG, ...), with automatic failover when one backend rate-limits
fno2010
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Plugin recommender for DeepSeek Harness: search and rank DSH plugins from an embedded marketplace catalog by need description, category and tags, with match reasons, plus a live catalog refresh from the awesome-dsh-plugin README
863683348
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RAG 检索增强生成:向量数据库、嵌入、语义搜索、减少幻觉、来源引用。受 wshobson/agents(38k★ MIT)启发。
satan9394
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源码驱动开发:每个框架决策都要官方文档背书,不凭记忆实现,验证并引用来源。受 addyosmani/agent-skills(88k★ MIT)启发。
satan9394
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SQL 优化模式:EXPLAIN 分析、索引策略、N+1 解决、查询改写。受 wshobson/agents(38k★ MIT)启发。
satan9394
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Memo — session memory search for DeepSeek Harness agents: cross-session full-text recall (memo_search), distilled notes (memo_remember), and corpus stats (memo_stats) over the official sessionQuery service. Zero infrastructure, local-first.
lesliechowsh
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DeepSeek Harness plugin for progressive, source-grounded deep research, writing, and learning: steerable checkpoints and citations verified against retrieved sources
wxxb789
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Zhipu BigModel capabilities for the DeepSeek Harness in one plugin: web_search_prime search provider, webReader fetch provider (server-side rendered), and GLM-4.6V vision (vision_analyze tool + pasted-image pre-step hook), all behind one ZAI_API_KEY
fineven